WO2016166791A1 - Driving assistance device - Google Patents

Driving assistance device Download PDF

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Publication number
WO2016166791A1
WO2016166791A1 PCT/JP2015/061342 JP2015061342W WO2016166791A1 WO 2016166791 A1 WO2016166791 A1 WO 2016166791A1 JP 2015061342 W JP2015061342 W JP 2015061342W WO 2016166791 A1 WO2016166791 A1 WO 2016166791A1
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WIPO (PCT)
Prior art keywords
driving support
information
line
safe driving
distribution
Prior art date
Application number
PCT/JP2015/061342
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French (fr)
Japanese (ja)
Inventor
友美 保科
朝子 重田
Original Assignee
三菱電機株式会社
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 三菱電機株式会社 filed Critical 三菱電機株式会社
Priority to PCT/JP2015/061342 priority Critical patent/WO2016166791A1/en
Priority to JP2017512473A priority patent/JP6242541B2/en
Publication of WO2016166791A1 publication Critical patent/WO2016166791A1/en

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    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems

Definitions

  • the present invention relates to a driving support device that memorizes driving details performed by a driver and looks back on driving performed by the driver.
  • a driving support device that displays a message or sounds a warning sound when a driver's sudden start or stop is detected to alert the driver.
  • the driving support device according to Patent Document 1 performs driving evaluation based on the degree of deviation between the actual driving state and the ideal driving state, stores information on the location where dangerous driving has occurred, and finishes driving The information about dangerous spots and dangerous driving is displayed together. Furthermore, at the time of the next driving, a warning is given to the driver when approaching a place where a dangerous driving state has occurred in the past.
  • the present invention has been made to solve the above-described problems, and provides a driving support device capable of specifically displaying the details of driving performed by the driver and providing effective safe driving education.
  • the purpose is to do.
  • the driving support apparatus includes a gaze distribution output unit that outputs the driver's actual gaze distribution, a gaze distribution storage unit that stores the ideal gaze distribution, and the actual gaze distribution and the ideal gaze distribution. It is determined whether or not to generate safe driving support information based on the degree of coincidence, and when it is determined to generate, safe driving support information is generated and displayed by superimposing an actual gaze distribution on a captured image outside the vehicle including a front view of the vehicle. And a display control unit to be displayed on the device.
  • the safe driving support information is generated based on the degree of coincidence between the actual line-of-sight distribution and the ideal line-of-sight distribution, and the actual line-of-sight distribution is added to the outside captured image including the front landscape of the vehicle. Since the superimposed safe driving support information is generated and displayed on the display, the details of the driving performed by the driver can be specifically displayed, and effective safe driving education can be performed. .
  • FIG. 1 is a hardware configuration diagram of a driving support apparatus and peripheral devices according to Embodiment 1.
  • FIG. 6 is a flowchart illustrating an operation of the driving support apparatus according to the second embodiment.
  • FIG. 12 is a flowchart illustrating an operation of the driving support apparatus according to the third embodiment. It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 4 of this invention. It is a figure which shows the example of a display of the safe driving assistance information to which the consideration matter of Embodiment 4 was provided. 10 is a flowchart illustrating an operation of the driving support apparatus according to the fourth embodiment.
  • FIG. 10 is a flowchart illustrating an operation of the driving support apparatus according to the fifth embodiment. It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 6 of this invention. It is a figure which shows the example of a display of the safe driving assistance information to which the notice matter of Embodiment 6 was provided. 14 is a flowchart illustrating the operation of the driving support apparatus according to the sixth embodiment. It is a figure which shows the example of a display of the safe driving assistance information to which the map image and the content explaining the driving
  • FIG. 1 is a block diagram showing a configuration example of a driving support apparatus 10 according to Embodiment 1 of the present invention.
  • the driving support device 10 includes a gaze distribution storage unit 11 that stores the driver's ideal gaze distribution, a gaze distribution output unit 12 that outputs the driver's actual gaze distribution, the ideal gaze distribution and the actual gaze. And a display control unit 13 that generates safe driving support information that supports the safe driving of the driver using the distribution and displays the information on the display 1.
  • the driving support device 10 is an in-vehicle device mounted on a vehicle or a portable information terminal brought into the vehicle. Moreover, you may incorporate in the navigation apparatus etc. which were mounted in the vehicle.
  • the display 1 is, for example, an LCD (Liquid Crystal Display), an organic EL (Electroluminescence) display, or a head-up display.
  • LCD Liquid Crystal Display
  • organic EL Electrode
  • a display included in a navigation device or the like may be used.
  • a line-of-sight detection device 2 and an imaging device 3 outside the vehicle are connected to the driving support device 10 as external information acquisition devices.
  • the line-of-sight detection device 2 detects the driver's line of sight and outputs it to the line-of-sight distribution output unit 12 as line-of-sight information.
  • the line-of-sight detection device 2 is, for example, a visible light camera or a near-infrared light camera installed in front of the driver, and processes at least one of the coordinates or angle of the driver's line of sight by processing an image captured by the camera.
  • An image processing apparatus that calculates and outputs time-series data.
  • the image processing apparatus may estimate at least one of the coordinates or angle of the line of sight based on the orientation of the face that has been image-recognized, or may estimate at least one of the coordinate or angle of the line of sight based on the orientation of the eye that has been image-recognized. May be.
  • the above description is merely an example, and the line-of-sight detection device 2 may be anything that can detect the line of sight.
  • the outside image pickup device 3 is a camera that picks up an image of the scenery in front of the vehicle as seen from the driver, and outputs the outside image pickup image to the display control unit 13.
  • the line-of-sight distribution storage unit 11 stores information indicating an ideal line-of-sight distribution range in a predetermined driving environment.
  • the predetermined driving environment includes, for example, an intersection, a right / left turn point, a straight section divided by a right / left turn point, a railroad crossing, and a guide point when the in-vehicle navigation device guides the route.
  • an ideal line-of-sight distribution representing the moving range of the line of sight when the driver sees a portion to be seen during driving is generated and stored in advance in the line-of-sight distribution storage unit 11.
  • the line-of-sight distribution output unit 12 acquires the driver's actual line-of-sight information detected by the line-of-sight detection device 2, generates a line-of-sight distribution representing the driver's actual line-of-sight movement range, and outputs the line-of-sight distribution to the display control unit 13.
  • the display control unit 13 includes a line-of-sight distribution comparison unit 14 and a display information control unit 15.
  • the line-of-sight distribution comparison unit 14 compares the ideal line-of-sight distribution stored in the line-of-sight distribution storage unit 11 with the actual line-of-sight distribution output from the line-of-sight distribution output unit 12 to obtain the degree of coincidence of the line-of-sight distribution. When the degree of coincidence between the ideal gaze distribution and the actual gaze distribution is high, the gaze distribution comparison unit 14 determines that the driver's safety is sufficient and the display of the safe driving support information is unnecessary.
  • the line-of-sight distribution comparison unit 14 determines that the driver's safety confirmation is insufficient and that safe driving support information needs to be displayed.
  • FIG. 2 shows an example of the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution on the outside-captured image including the front landscape of the vehicle.
  • FIG. 2A shows a state where the degree of coincidence between the ideal gaze distribution and the actual gaze distribution is high.
  • FIG. 2B shows a state where the actual line-of-sight distribution is smaller than the ideal line-of-sight distribution and the degree of coincidence is low.
  • FIG. 2C the ideal gaze distribution and the actual gaze distribution are the same size, but the positions are shifted and the degree of coincidence is low.
  • the line-of-sight distribution comparison unit 14 calculates, for example, a deviation between both line-of-sight distributions in order to determine the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution, and the degree of coincidence when the deviation is equal to or greater than a predetermined threshold.
  • the safety confirmation is insufficient, and it is determined that the display of safe driving support information is necessary.
  • the deviation is smaller than the threshold value, it is determined that the degree of coincidence is high and the safety confirmation is sufficient, and it is not necessary to display safe driving support information.
  • the deviation is calculated from the equation (AB) / A.
  • the deviation is used to determine the degree of coincidence of the line-of-sight distribution.
  • the line-of-sight distribution comparison unit 14 when it is determined that the safe driving support information is to be generated, the line-of-sight distribution comparison unit 14 generates the safe driving support information by using an externally captured image including the scenery in front of the vehicle imaged by the external imaging device 3 and displays it. The information is output to the information control unit 15.
  • the display information control unit 15 receives the safe driving support information from the line-of-sight distribution comparison unit 14, and outputs and displays it on the display 1.
  • FIG. 3 shows an example of the safe driving support information displayed on the display 1.
  • the safe driving support information shown in FIG. 3A is an image in which an actual line-of-sight distribution is superimposed on a captured image outside the vehicle including a front landscape of the vehicle.
  • the safe driving support information may be an image in which an ideal line-of-sight distribution and an actual line-of-sight distribution are superimposed on an outside-captured captured image including a front landscape of the vehicle as shown in FIG.
  • captions such as “actual gaze distribution” and “ideal gaze distribution” are added.
  • the captured image outside the vehicle is preferably a moving image rather than a still image so that the driver can clearly remember the driving situation.
  • the driver's actual gaze distribution By superimposing the driver's actual gaze distribution on the image outside the vehicle when driving with insufficient safety confirmation, it is possible to clearly remind the driver of the gaze movement during driving. it can. Thereby, the driver can be urged to drive safely, and effective safe driving education can be performed. Furthermore, the state of the line-of-sight movement in the range of the actual line-of-sight distribution may be displayed in synchronization with the image outside the vehicle.
  • FIG. 4 illustrates a hardware configuration example of the driving support device 10 and its peripheral devices.
  • a CPU Central Processing Unit
  • ROM Read Only Memory
  • RAM Random Access Memory
  • the CPU 101 reads out and executes various programs stored in the ROM 102 or the external storage device 105, thereby functioning as the line-of-sight distribution output unit 12 and the display control unit 13 of the driving support device 10 in cooperation with each hardware. Realize.
  • the RAM 103 is a memory used when executing the program.
  • the input device 104 is the line-of-sight detection device 2 and the imaging device 3 outside the vehicle.
  • the external storage device 105 is a storage device such as an HDD, CD, or DVD, or a storage device that employs a semiconductor memory such as a USB memory or an SD card.
  • the external storage device 105 is the line-of-sight distribution storage unit 11.
  • the output device 106 is the display device 1.
  • the driving support device 10 includes the gaze distribution output unit 12 that outputs the driver's actual gaze distribution, the gaze distribution storage unit 11 that stores the ideal gaze distribution, It is determined whether to generate safe driving support information based on the degree of coincidence between the ideal gaze distribution and the actual gaze distribution, and when it is determined that the gaze distribution is to be generated, the actual gaze distribution is displayed on the outside captured image including the front landscape of the vehicle. Since it comprises the display control part 13 which produces
  • the display control unit 13 displays the ideal line-of-sight distribution on the display 1 together with the safe driving support information. Can be informed, and more effective safe driving education can be conducted.
  • FIG. FIG. 5 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 2 of the present invention.
  • the driving support apparatus 10 according to the second embodiment has a configuration in which an information storage unit 20 is added to the driving support apparatus 10 according to the first embodiment illustrated in FIG.
  • the information storage unit 20 is the RAM 103 or the external storage device 105 shown in FIG. 5 that are the same as or correspond to those in FIG. 1 are denoted by the same reference numerals and description thereof is omitted.
  • map information acquisition device 4 and the vehicle information acquisition device 5 are connected to the driving support device 10 of the second embodiment as external information acquisition devices.
  • These map information acquisition device 4 and vehicle information acquisition device 5 are the input devices 104 shown in FIG.
  • the map information acquisition device 4 calculates the current position of the host vehicle using a GPS (Global Positioning System) satellite signal, refers to map information around the current position, information on a point where the host vehicle is traveling, road information, etc. Is output to the driving support device 10.
  • the point information is, for example, a railroad crossing, a guide point, a point where sudden braking is likely to occur, and the like.
  • the road information is, for example, an intersection, a street, a straight road, and a sharp curve point.
  • the vehicle information acquisition device 5 acquires vehicle information such as the vehicle speed, gear, steering angle, accelerator opening, and brake operation amount of the host vehicle through CAN (Controller Area Network) and outputs the vehicle information to the driving support device 10.
  • vehicle information such as the vehicle speed, gear, steering angle, accelerator opening, and brake operation amount of the host vehicle through CAN (Controller Area Network) and outputs the vehicle information to the driving support device 10.
  • CAN Controller Area Network
  • the line-of-sight distribution output unit 12 a changes the driving environment of the own vehicle to a predetermined driving environment stored in the line-of-sight distribution storage unit 11 based on the current point information or road information of the own vehicle received from the map information acquisition device 4. It is determined whether it is applicable.
  • the line-of-sight distribution output unit 12a determines that the driving environment of the host vehicle corresponds to the predetermined driving environment, the line-of-sight information detected by the line-of-sight detection device 2 from the predetermined point in time until the predetermined period elapses. Based on this, an actual gaze distribution is generated.
  • the predetermined driving environment includes, for example, a period during which the vehicle is traveling in a predetermined point such as an intersection, a right / left turn point, a straight section divided by a right / left turn point, a level crossing or a guide point, This is a period in which the vehicle is in a predetermined driving state such as a steering wheel, sudden braking, sudden acceleration, meandering driving, snoozing driving, aside driving.
  • the line-of-sight distribution output unit 12a determines that the vehicle has entered a predetermined driving environment when the vehicle has entered the intersection, and has passed through the intersection from the time of entering the intersection until the current time when the vehicle has passed the intersection. An actual gaze distribution is generated based on the gaze information. The same applies when entering a turning point, level crossing, guide point, etc. in addition to an intersection. Further, for example, the line-of-sight distribution output unit 12a determines that the vehicle is in a predetermined driving environment when the vehicle is traveling on a straight road, and performs a predetermined period (for example, 30 minutes) every predetermined period (for example, 10 minutes). Second) to generate an actual gaze distribution.
  • a predetermined period for example, 30 minutes
  • predetermined period for example, 10 minutes
  • the line-of-sight distribution output unit 12 a determines whether the driving environment of the host vehicle corresponds to the predetermined driving environment stored in the line-of-sight distribution storage unit 11 based on the current vehicle information received from the vehicle information acquisition device 5. It may be determined. For example, the line-of-sight distribution output unit 12a determines that it corresponds to a predetermined driving environment when an unsafe driving such as a sudden handle or a sudden brake is detected based on vehicle information, and a predetermined period from the time when the unsafe driving occurs. The actual gaze distribution is generated based on the gaze information until elapses.
  • an unsafe driving such as a sudden handle or a sudden brake
  • the line-of-sight distribution output unit 12a may generate an actual line-of-sight distribution based on line-of-sight information for a predetermined period including the time when unsafe driving occurs, and may include information before unsafe driving occurs.
  • the unsafe driving is not limited to the sudden handle and the sudden brake, and may be sudden start, rapid acceleration, meandering, and the like.
  • the line-of-sight distribution output unit 12a determines, for example, sudden braking when the deceleration of the host vehicle is equal to or greater than a predetermined threshold, and determines rapid acceleration when the acceleration is equal to or greater than a predetermined threshold. When the amount of change is equal to or greater than a predetermined threshold, it is determined that the handle is a sudden handle.
  • a method for determining dozing driving and side-by-side driving will be described in detail in the sixth embodiment.
  • the display information control unit 15 a stores the safe driving support information generated by the line-of-sight distribution comparison unit 14 in the information storage unit 20. Then, the display information control unit 15a determines whether or not it is time to display the safe driving support information generated by the line-of-sight distribution comparison unit 14 based on the current vehicle information received from the vehicle information acquisition device 5, and the timing to display it. If it is determined that it is, the safe driving support information stored in the information storage unit 20 is acquired and output to the display 1.
  • the display information control unit 15a determines that the host vehicle is parked based on the vehicle information of the vehicle information acquisition device 5
  • the display information control unit 15a acquires the safe driving support information from the information storage unit 20, and displays the information on the display 1. Output and display. Thereby, the driver
  • the display information control unit 15a determines whether or not there is a passenger based on an image captured inside the vehicle with a camera (not shown), and if it is determined that there is a passenger, whether or not the vehicle is parked. Regardless, safe driving support information may be output to the display 1. Thereby, it is possible to provide safe driving education to passengers.
  • step ST21 when driving is started, the driving support device 10 receives the line-of-sight information received from the line-of-sight detection device 2, the vehicle-side captured image received from the vehicle-side imaging device 3, the point information or road information received from the map information acquisition device 4, and the vehicle. Storage of vehicle information received from the information acquisition device 5 is started.
  • the driving support device 10 stores the received various information in, for example, the external storage device 105.
  • the line-of-sight distribution output unit 12a drives the vehicle based on the current point information or road information received from the map information acquisition device 4 or the current vehicle information received from the vehicle information acquisition device 5. It is determined whether the environment corresponds to a predetermined operating environment. When it is determined that the line-of-sight distribution output unit 12a corresponds to the predetermined driving environment (step ST22 "YES"), the line-of-sight information received from the line-of-sight detection device 2 is used to generate an actual line-of-sight distribution in the predetermined driving environment. And output to the line-of-sight distribution comparison unit 14 (step ST23). On the other hand, when it is determined that the driving environment of the vehicle does not correspond to the predetermined driving environment (step ST22 “NO”), the line-of-sight distribution output unit 12a repeats the process of step ST22.
  • the line-of-sight distribution comparison unit 14 receives the actual line-of-sight distribution in the predetermined driving environment from the line-of-sight distribution output unit 12a, and acquires the ideal line-of-sight distribution in the predetermined driving environment from the line-of-sight distribution storage unit 11. Compare both gaze distributions.
  • the line-of-sight distribution comparison unit 14 determines that the driver's safety check is insufficient, and the predetermined driving environment
  • the safe driving support information is generated by superimposing the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside-captured image of the outside-vehicle imaging device 3 in step ST25. This safe driving support information is output to the display information control unit 15 a and stored in the information storage unit 20.
  • the line-of-sight distribution comparison unit 14 determines that the driver has sufficiently confirmed the safety and performs step ST25. Skip processing.
  • step ST ⁇ b> 26 the display information control unit 15 a determines whether the host vehicle is parked based on the vehicle information of the vehicle information acquisition device 5. If the vehicle is not parked (step ST26 “NO”), the process returns to step ST22.
  • step ST26 “YES”) the display information control unit 15a checks whether the safe driving support information is accumulated in the information accumulation unit 20 (step ST27).
  • step ST27 “YES” the display information control unit 15a acquires the stored safe driving support information and displays it on the display 1 (step ST27). ST28), the process ends.
  • step ST27 “NO” the display information control unit 15a ends the process without displaying the safe driving support information.
  • step ST21 various information that has been stored in the external storage device 105 in step ST21 is deleted, for example, in order from a predetermined time, or the previous information is deleted when the safe driving support information is generated in step ST25. Or information prior to this may be deleted when the safe driving assistance information is displayed in step ST28.
  • the driving support device 10 includes the information storage unit 20 that stores the safe driving support information, and the display control unit 13 is stored in the information storage unit 20 when the vehicle is parked. Since the safe driving support information is displayed on the display 1, it is possible to inform the driver of the details of the driving performed by the driver at a safe timing.
  • the display control unit 13 when it is determined that the safe driving support information is generated, the display control unit 13 from the outside-vehicle captured image and the line-of-sight distribution output unit 12a captured during a period corresponding to a predetermined driving environment. Since safe driving support information is generated using the actual line-of-sight distribution output, it is possible to inform the driver of the actual driving performed in driving environments where there is a high need for safety confirmation such as intersections. it can. In addition, it is possible to notify the actual situation when the driver performs dangerous driving such as side-by-side driving, snoozing driving, sudden steering, or sudden braking. Thereby, it is possible to remind the driver of the driving performed by himself / her and to perform more effective safe driving education.
  • Embodiment 3 The driving support apparatus 10 according to the first and second embodiments displays on the display 1 safe driving support information in which the line-of-sight distribution when the driver's safety check is insufficient is superimposed on the actual captured image outside the vehicle.
  • the driver can know where he was looking while driving. However, at first glance, it is not possible to know what was actually wrong, and there is a possibility that the improvement method is unknown. Therefore, in the third embodiment, the matters to be noticed by the driver are displayed on the display 1 together with the safe driving support information, so that the driver can clearly and easily understand how the driving is bad. Inform.
  • FIG. 7 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 3 of the present invention.
  • the driving support apparatus 10 according to the third embodiment has a configuration in which a notice matter assigning unit 30 is added to the driving support apparatus 10 according to the second embodiment illustrated in FIG. 7, parts that are the same as or correspond to those in FIG. 1 or FIG.
  • the gaze distribution comparison unit 14 determines that the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than the threshold and the safety confirmation is insufficient, Receive the gaze distribution and the actual gaze distribution, determine the specific matters that the driver should be aware of, and generate comments or images that explain how the driving was bad or explain how to improve . And the consideration matter provision part 30 assign
  • the display information control unit 15a stores the safe driving support information and the notice items in the information storage unit 20 in association with each other.
  • FIG. 8 shows a display example of the safe driving support information to which considerations are given.
  • the notice giving section 30 obtains an area in which the actual line-of-sight distribution does not overlap in the ideal line-of-sight distribution, and clearly indicates this area.
  • the comment “Let's take care of this range next time” is added to the safe driving support information as a consideration.
  • illustration is abbreviate
  • the consideration matter assigning unit 30 adds a comment such as “insufficient safety confirmation at the intersection” to the safe driving support information as a consideration matter. It may be given. For example, a comment for each driving environment is defined in advance, and the consideration assigning unit 30 selects and assigns a comment corresponding to the driving environment of the host vehicle.
  • steps ST21 to ST28 shown in FIG. 9 are the same as those in the flowchart shown in FIG.
  • the line-of-sight distribution comparison unit 14 When the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is greater than or equal to the threshold value in a predetermined driving environment (step ST24 “YES”), the line-of-sight distribution comparison unit 14 generates safe driving support information in subsequent step ST25.
  • the display information control unit 15a To the display information control unit 15a.
  • the considerations are stored in the information storage unit 20 together with the safe driving support information.
  • the display information control unit 15 a When acquiring the safe driving support information from the information storage unit 20 in step ST ⁇ b> 28, the display information control unit 15 a also acquires the notes given to the safe driving support information together and outputs them to the display 1. . Note that the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
  • the display control unit 13 causes the display 1 to display the matters to be noted by the driver together with the safe driving support information. It ’s easy to understand how bad driving was. Thereby, more effective safe driving education can be performed.
  • Embodiment 4 Since the driving support device 10 according to the first and second embodiments causes the line-of-sight distribution when the driver's safety check is insufficient to be superimposed on the actual captured image outside the vehicle and displayed on the display 1, You can know where you were looking while driving. However, for example, on an unfamiliar road, there is a possibility that the driver does not know where the safety check has been neglected simply by looking at the captured image outside the vehicle. Therefore, in the fourth embodiment, a map image indicating a point where the safety check is determined to be insufficient is displayed on the display 1 together with the safe driving support information, and the point where the safety check is insufficient. In an easy-to-understand manner and make them aware of future driving.
  • FIG. 10 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 4 of the present invention.
  • the driving support apparatus 10 according to the fourth embodiment has a configuration in which a notice matter assigning unit 40 is added to the driving support apparatus 10 according to the second embodiment illustrated in FIG. 7, parts that are the same as or correspond to those in FIG. 1 or FIG.
  • the consideration item assigning unit 40 generates a map image indicating a point that is the target of the safe driving support information, as a consideration item to be added to the safe driving support information.
  • FIG. 11 shows a display example of the safe driving support information to which considerations are given.
  • the consideration giving unit 40 is a target of determination when the gaze distribution comparison unit 14 determines that the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than the threshold value and the safety confirmation is insufficient.
  • Map information including a point is acquired from the map information acquisition device 4, and a map image displaying an icon or the like indicating a point where safety confirmation is determined to be insufficient is generated.
  • the consideration matter provision part 50 is provided to the safe driving assistance information which the eyes
  • the display information control unit 15a stores the safe driving support information and the notice items in the information storage unit 20 in association with each other.
  • steps ST21 to ST28 shown in FIG. 12 are the same as those in the flowchart shown in FIG.
  • the line-of-sight distribution comparison unit 14 When the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is greater than or equal to the threshold value in a predetermined driving environment (step ST24 “YES”), the line-of-sight distribution comparison unit 14 generates safe driving support information in subsequent step ST25. To the display information control unit 15a.
  • the consideration matter assigning unit 40 obtains the map information from the map information obtaining device 4, generates a map image clearly indicating the point where the safety confirmation is determined to be insufficient, and assigns it to the safe driving support information.
  • the map image is stored in the information storage unit 20 together with the safe driving support information.
  • the display information control unit 15a also acquires a map image attached to the safe driving support information and outputs the map image to the display 1. .
  • the display control unit 13 displays the map image indicating the target location of the safe driving support information together with the safe driving support information as a matter to be noted by the driver. Because it is displayed on the road, it is possible to easily inform the driver of the point where the safety check is judged to be insufficient even on the road where the driver is unfamiliar, and to help the driver clearly notice the movement of the line of sight while driving. It becomes. Thereby, more effective safe driving education can be performed.
  • Embodiment 5 Since the driving support apparatus 10 according to the first and second embodiments displays the safe driving support information on the display 1 only when the driver's safety check is insufficient, the driver appropriately performs the safety check thereafter. If driving is improved and driving is improved, the driver may not realize how the driving has improved and may not lead to growth. Therefore, in the fifth embodiment, when the driving is improved, the driver is given up and specifically notified of how the driving has been improved.
  • FIG. 13 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 5 of the present invention.
  • the driving support apparatus 10 according to the fifth embodiment has a configuration in which a consideration adding unit 50 and a safety confirmation degree determination unit 51 are added to the driving support apparatus 10 of the second embodiment shown in FIG.
  • FIG. 13 the same or corresponding parts as those in FIG. 1 or FIG.
  • the safety confirmation degree determination unit 51 determines a safety confirmation degree that represents the degree of safety confirmation performed by the driver.
  • the safety confirmation degree determination unit 51 determines the ideal line-of-sight distribution received from the line-of-sight distribution storage unit 11 and the line-of-sight distribution output unit 12a.
  • the degree of safety confirmation is determined based on the deviation from the actual gaze distribution.
  • the line-of-sight distribution comparison unit 14 outputs the safety confirmation degree determined by the safety confirmation degree determination unit 51 to the display information control unit 15a together with the safe driving support information.
  • the safety confirmation degree determination unit 51 determines a safety confirmation degree indicating that “safety confirmation is insufficient” when the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than a threshold, and the deviation is When it is smaller than the threshold value, the safety confirmation level indicating “ideal safety confirmation” is determined.
  • the degree of safety confirmation is not limited to the above two stages of “insufficient safety confirmation” and “ideal safety confirmation”, and may be three or more stages.
  • the range of deviation between the ideal gaze distribution and the actual gaze distribution is 0 to 100
  • 0 to 25 is “ideal safety confirmation”
  • 26 to 50 is “sufficient safety confirmation”
  • 51 to 75 may be determined as “a little more safety confirmation is required”
  • 76 to 100 may be determined as “insufficient safety confirmation”.
  • the safety confirmation degree is “ideal safety confirmation” (in the above example, when the deviation range is 0 to 25), it is expressed as “high safety confirmation degree”.
  • the safety confirmation level is “insufficient safety check” (in the above example, the deviation range is 76 to 100), it is expressed as “low safety check level”.
  • the consideration item assigning unit 50 generates a comment, an image, or the like indicating whether or not the improvement has been made compared to the past driving as the consideration item to be added to the safe driving support information.
  • FIG. 14 shows a display example of the safe driving support information to which considerations are given.
  • the consideration giving unit 50 displays the past safe driving support information stored in the information storage unit 20. Refer to and confirm the safety confirmation level given to the safe driving support information when traveling the same point last time.
  • the consideration item assigning unit 50 compares the current and previous safety confirmation degrees to determine whether or not the driving has been improved, generates a comment corresponding to the determination result, and the current safe driving as an attention item Give to support information.
  • a comment “I can confirm better than the previous time” is given.
  • the notice matter assigning unit 50 may assign the previous gaze distribution as the notice matter to the current safe driving support information, and arrange the previous gaze distribution and the current gaze distribution side by side as shown in FIG.
  • the display information control unit 15a associates the safe driving support information received from the line-of-sight distribution comparison unit 14, the safety confirmation degree, and the notes generated by the note addition unit 50 and stores them in the information storage unit 20.
  • the gaze distribution comparison unit 14 of the first to fourth embodiments generates the safe driving support information only when the deviation between the ideal gaze distribution and the actual gaze distribution is large and the degree of safety confirmation is low.
  • the line-of-sight distribution comparison unit 14 according to the fifth embodiment has a low safety confirmation degree but a high safety confirmation degree in addition to a low safety confirmation degree (that is, driving has been improved). Case) also generate safe driving support information. For this reason, in the configuration example shown in FIG. 13, when it is determined that the driving has been improved in the notice provision unit 50, the display information control unit 15 a instructs the gaze distribution comparison unit 14 to generate safe driving support information. It is configured to issue.
  • steps ST21 to ST23 and ST25 to ST28 shown in FIG. 15 are the same as the flowchart shown in FIG.
  • step ST51 the safety confirmation degree determination unit 51 calculates a deviation between an ideal line-of-sight distribution and an actual line-of-sight distribution in a predetermined driving environment, and determines the current safety confirmation degree.
  • the line-of-sight distribution comparison unit 14 superimposes the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside captured image of the vehicle exterior imaging apparatus 3 in the predetermined driving environment.
  • the current safe driving support information is generated and output to the display information control unit 15a (step ST25).
  • the current safe driving support information is stored in the information storage unit 20.
  • the consideration assigning unit 50 refers to the information accumulating unit 20, extracts past safe driving support information at the same point as the current position of the host vehicle, and the safety when traveling the same point last time. Determine whether the degree of confirmation is high or low.
  • the notice matter assigning unit 50 determines that the current safety check is insufficient and does not assign the notice matter. The process proceeds to step ST26. In addition, since the previous safety confirmation degree does not exist at the point where the vehicle travels for the first time, also in this case, the notice matter assigning unit 50 proceeds to the process of step ST26 without assigning the notice matter.
  • step ST52 “YES” when the degree of safety confirmation is low both in this time and in the previous time (step ST52 “YES”), the notice matter assigning unit 50 assigns a notice matter that prompts improvement of driving to the current safe driving support information (step ST53). Considerations that prompt improvement are stored in the information storage unit 20 together with the current safe driving support information. As in the case of step ST52 “YES”, when the current safety confirmation level is low but the previous safety confirmation level is high (step ST52 “NO”), a notice for promoting improvement may be added. .
  • the consideration assigning unit 50 refers to the information storage unit 20 and extracts past safe driving support information at the same point as the current position of the host vehicle. Then, it is determined whether or not the current safety confirmation level is higher than the safety confirmation level when traveling the same point last time (step ST54).
  • Note item giving unit 50 outputs an instruction to generate current safe driving support information to line-of-sight distribution comparison unit 14 when it is determined that the current safety confirmation level is higher than the previous time (step ST54 “YES”).
  • the line-of-sight distribution comparison unit 14 generates the current safe driving support information in which the ideal line-of-sight distribution and the actual line-of-sight distribution are superimposed on the outside-of-vehicle captured image of the outside-of-vehicle imaging device 3 in the predetermined driving environment. It outputs to the control part 15a (step ST25).
  • the current safe driving support information is stored in the information storage unit 20.
  • the consideration matter provision part 50 provides the consideration matter which shows that the driving
  • the notice items indicating the improvement are stored in the information storage unit 20 together with the current safe driving support information.
  • step ST54 “NO”) the line-of-sight distribution comparison unit 14 and The notice matter assigning unit 50 proceeds to the process of step ST26 without generating the current safe driving support information and the notice matter.
  • the display information control unit 15a acquires the safe driving support information together with a notice when the safe driving support information is given to the display 1. Output.
  • the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
  • the notice matter assigning unit 50 may extract not only past safe driving support information at the same point as the current position of the host vehicle but also past safe driving support information at a similar point.
  • the consideration provision unit 50 may regard a right turn point and a left turn point as similar, or may regard an intersection at a different place as similar.
  • the driving support device 10 includes the information storage unit 20 that stores the safe driving support information, and the display control unit 13 determines the items that the driver should pay attention to in the information storage unit 20. Since it is generated using the past safe driving support information stored in the vehicle, it is possible to inform the driver of matters to be noted about the current driving based on the past driving.
  • the display control unit 13 obtains a safety confirmation level that represents the degree of safety confirmation performed by the driver based on the degree of coincidence between the ideal gaze distribution and the actual gaze distribution, and the safety confirmation Since the safe driving support information is generated when the degree is less than or equal to the threshold value, it is possible to generate the safe driving support information with more detailed contents based on the degree of safety confirmation.
  • the driving support device 10 includes the information storage unit 20 that stores the safe driving support information and the safety confirmation level in association with each other, and the display control unit 13 newly calculates the safety confirmation.
  • the degree of safety confirmation is determined to be improved by comparing the degree of safety and the degree of safety confirmation of the past safe driving support information stored in the information storage unit 20, the newly obtained safety confirmation degree is less than the threshold value Since it is determined that the safe driving support information is generated at least, if the driver who had insufficient safety confirmation properly checks the safety and the driving is improved, the driver is improved. I can inform you. Thereby, more effective safe driving education can be performed.
  • the display control unit 13 generates a notice indicating that the degree of safety confirmation has been improved, and displays it on the display 1 together with the safe driving support information. If the driver has seen improvements in the operation is as appropriate to confirm safety, it is possible to inform the improved how compliment driver specifically. Thereby, more effective safe driving education can be performed.
  • Embodiment 6 Since the driving support device 10 according to the first and second embodiments causes the line-of-sight distribution when the driver's safety check is insufficient to be superimposed on the actual captured image outside the vehicle and displayed on the display 1, You can know where you were looking while driving. However, there is a possibility that it is impossible to remember what kind of driving was performed when the safety check is neglected only by looking at the image taken outside the vehicle in front of the vehicle. Therefore, in the sixth embodiment, the driving state is notified together with the safe driving support information to remind the situation at that time more clearly.
  • FIG. 16 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 6 of the present invention.
  • the driving support device 10 according to the sixth embodiment is provided with a consideration adding unit 60, a safety confirmation degree determining unit 61, and a driving state determining unit 62 with respect to the driving support device 10 according to the second embodiment shown in FIG. It is a configuration. 16 that are the same as or correspond to those in FIG. 1 or FIG.
  • an in-vehicle imaging device 6 is connected to the driving support device 10 of the sixth embodiment as an external information acquisition device.
  • This in-vehicle imaging device 6 is the input device 104 shown in FIG.
  • the vehicle interior imaging device 6 is a camera that captures the driver's face, and outputs the vehicle interior captured image to the line-of-sight distribution comparison unit 14.
  • the safety confirmation level determination unit 61 performs the same operation as the safety confirmation level determination unit 51 of the fifth embodiment.
  • the driving state determination unit 62 determines whether the driving state of the vehicle is a state in which an unsafe driving such as a side-by-side driving, a snoozing driving, and sudden braking and a steering wheel is performed. As a result, the reason why the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is large and the safety confirmation level is low is determined.
  • the driving state determination unit 62 is configured such that the deviation between the ideal line-of-sight distribution received from the line-of-sight distribution storage unit 11 and the line-of-sight distribution output unit 12a is greater than or equal to a predetermined threshold. It is determined that the driver is driving aside.
  • the threshold value for determining aside driving may be the same value as the threshold value for determining whether or not safe driving support information is generated, or may be a different value.
  • the driving state determination unit 62 acquires the driver's face image captured by the in-vehicle imaging device 6, detects the degree of eye open / close or blinks, etc. from the face image, and sets a predetermined threshold value. And the driver's drowsy driving and the degree of dozing are determined.
  • the driving state determination unit 62 acquires line-of-sight information via the line-of-sight distribution output unit 12a, and determines that the driver is dozing when the driver's line of sight is not detected for a predetermined time (for example, 0.5 seconds). May be.
  • the driving state determination unit 62 acquires vehicle information from the vehicle information acquisition device 5, and determines that braking is sudden when the deceleration of the host vehicle is equal to or greater than a predetermined threshold. To do. On the other hand, when the deceleration is smaller than a predetermined threshold, it is determined that the brake is ideal.
  • the line-of-sight distribution comparison unit 14 outputs the safety confirmation degree determined by the safety confirmation degree determination unit 61 and the driving state determined by the driving state determination unit 62 to the display information control unit 15a together with the safe driving support information.
  • three types of driving operation such as aside driving, dozing operation, and unsafe driving are shown, but the present invention is not limited to these three types.
  • the consideration item assigning unit 60 provides a comment or an image that explains the driving state or the improvement method when the safety confirmation level is low as the consideration items to be given to the safe driving support information when the safety confirmation level is low. And so on.
  • FIG. 17 shows a display example of the safe driving support information to which considerations are given.
  • FIG. 17A is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines sudden braking.
  • the attention matter giving unit 60 refers to, for example, past safe driving support information stored in the information storage unit 20 and suddenly brakes at the same point or a similar point. The number of times of sudden braking was detected and a comment such as “Let's be careful because the prospect is bad” is added to the current safe driving support information as considerations.
  • the notice matter assigning unit 60 detects an image that causes a sudden brake from an image picked up outside the vehicle when it is determined that the brake is suddenly generated, and generates an image that highlights the cause to be the matter to be taken care of.
  • FIG. 17 (b) is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines a sideward driving.
  • the attention provision unit 60 refers to past safe driving support information stored in the information storage unit 20, and the same point or a similar point, or the current point.
  • the number of times that it was determined to be aside-run driving during the period from the start to the specified time, and the number of times that the side-run operation was performed and comments such as “Let's watch out for aside when going straight” are important points to consider this time. Give to support information.
  • FIG. 17 (c) is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines a drowsy driving.
  • the attention matter giving unit 60 refers to the past safe driving support information stored in the information storage unit 20, for example, the same point or a similar point, or the current point This time, the number of times that it was determined to be a nap driving during the period from the first to the previous time is detected, and the safe driving support information of this time with the number of times of the nap driving and comments such as "Let's take a break a little more" To grant.
  • the notice matter assigning unit 60 receives the in-vehicle captured image when it is determined that the driver is looking aside from the driving state determination unit 62 and takes it as a note matter.
  • the display information control unit 15a associates the safe driving support information received from the line-of-sight distribution comparison unit 14, the degree of safety confirmation, the driving state, and the notice items generated by the notice item assigning unit 60 and accumulates them in the information storage unit 20. .
  • steps ST21 to ST23 and ST25 to ST28 shown in FIG. 18 are the same as the flowchart shown in FIG.
  • step ST61 the safety confirmation degree determination unit 61 calculates the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution in a predetermined driving environment, and determines the current safety confirmation degree.
  • the line-of-sight distribution comparison unit 14 superimposes the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside captured image of the vehicle exterior imaging apparatus 3 in the predetermined driving environment.
  • the current safe driving support information is generated (step ST25).
  • step ST61 “NO” the line-of-sight distribution comparison unit 14 and the attention item assigning unit 60 do not generate the safe driving support information and the attention item, and the process proceeds to step ST26.
  • the driving state determination unit 62 determines whether or not the side-view driving has been performed using the ideal line-of-sight distribution and the actual line-of-sight distribution.
  • the line-of-sight distribution comparison unit 14 displays the current safe driving support information, the determination result of the armpit driving, the degree of safety confirmation, etc. Output to the control unit 15a.
  • the notice matter assigning unit 60 generates a notice matter explaining the contents of the side-view driving as shown in FIG. 17B and assigns it to the current safe driving support information (step ST63).
  • the display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
  • step ST64 the driving state determination unit 62 determines whether or not the drowsy driving has been performed using the in-vehicle image captured by the in-vehicle imaging device 6 or the like. To do.
  • the driving state determination unit 62 determines that the drowsy driving has been performed (step ST64 “YES”)
  • the line-of-sight distribution comparison unit 14 displays the current safe driving support information, the determination result of the dozing driving, the safety confirmation degree, and the like as display information.
  • the notice matter assigning unit 60 generates a notice matter explaining the contents of the sleep driving as shown in FIG. 17C, and assigns it to the current safe driving support information (step ST65).
  • the display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
  • the driving state determination unit 62 uses the vehicle information of the vehicle information acquisition device 5 to perform an unsafe driving such as a sudden brake or a sudden handle. It is determined whether or not.
  • the driving state determination unit 62 determines that unsafe driving has been performed (step ST66 “YES”)
  • the line-of-sight distribution comparison unit 14 indicates the current safe driving support information, the determination result of unsafe driving, the degree of safety confirmation, and the like. It outputs to the display information control part 15a.
  • the notice matter assigning unit 60 generates a notice matter explaining the contents of the unsafe driving as shown in FIG. 17A and assigns it to the current safe driving support information (step ST67).
  • the display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
  • the line-of-sight distribution comparison unit 14 When it is not unsafe driving (step ST66 “NO”), the line-of-sight distribution comparison unit 14 outputs the current safe driving support information, the degree of safety confirmation, and the like to the display information control unit 15a. Subsequently, the notice matter assigning unit 60 generates, for example, a notice matter explaining the content of insufficient safety confirmation as shown in FIG. 8, and assigns it to the current safe driving support information (step ST68).
  • the display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
  • the display information control unit 15 a When acquiring the safe driving support information from the information storage unit 20 in step ST ⁇ b> 28, the display information control unit 15 a also acquires the notes given to the safe driving support information together and outputs them to the display 1. . Note that the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
  • the driving state determination unit 62 determines the driving state in the order of aside driving, dozing operation, and unsafe driving, but the determination order is arbitrary.
  • the display control unit 13 determines that the safe driving support information is generated when the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution is equal to or less than the threshold, and the degree of coincidence is the threshold. Since the cause which became below was judged and it was made to display on the indicator 1 with the safe driving assistance information as a matter which the driver should pay attention to, it is possible for the driver The actual situation when driving dangerously can be reminded more clearly. Thereby, more effective safe driving education can be performed.
  • a map image of a point where sudden braking has occurred as shown in FIG. 19A is obtained by combining the function of the notice matter giving unit 40 of the fourth embodiment with the notice matter giving unit 60 of the sixth embodiment.
  • An image may be given as a notice item.
  • the sudden brake occurs at the point where the sudden brake has occurred this time. If there was a sudden braking at the time of the previous run, this time a warning was given to indicate that the improvement was made when there was no sudden braking. Also good.
  • the display information control units 15 and 15a display the safe driving support information stored in the information storage unit 20 on the display 1, for example, in order along the traveled route.
  • the safe driving support information may be displayed, or the safe driving support information having a low safety confirmation level may be displayed in order.
  • a predetermined number of safe driving support information may be displayed in order from the lowest safety confirmation level.
  • the present invention can freely combine each embodiment, modify any component of each embodiment, or omit any component of each embodiment. It is.
  • the driving support apparatus presents the driver with safe driving support information in which an actual line-of-sight distribution is superimposed on an outside-vehicle captured image including a front landscape of the vehicle. Suitable for use in.
  • SYMBOLS 1 Display device 2 Eye-gaze detection apparatus, 3 Outside imaging device, 4 Map information acquisition device, 5 Vehicle information acquisition device, 6 In-vehicle imaging device, 10 Driving support device, 11 Eye-gaze distribution storage part, 12, 12a Eye-gaze distribution output part, 13 Display control unit, 14 Line-of-sight distribution comparison unit, 15, 15a Display information control unit, 20 Information storage unit, 30, 40, 50, 60 Notes assignment unit, 51, 61 Safety confirmation level determination unit, 62 Driving state determination unit , 100 bus, 101 CPU, 102 ROM, 103 RAM, 104 input device, 105 external storage device, 106 output device.

Abstract

A driving assistance device is provided with: a line-of-sight distribution output unit for outputting the actual line-of-sight distribution of a driver; a line-of-sight distribution storage unit in which an ideal line-of-sight distribution is stored; and a display control unit for determining whether or not to generate safe driving assistance information on the basis of the degree by which the actual line-of-sight distribution and the ideal line-of-sight distribution coincide, and, upon determining that the safe driving assistance information is to be generated, for generating the safe driving assistance information, in which the actual line-of-sight distribution is superimposed on a vehicle exterior captured image containing the view in front of the vehicle, and causing a display to display the safe driving assistance information.

Description

運転支援装置Driving assistance device
 この発明は、運転者が行った運転内容を記憶しておき自身の行った運転を振り返らせる運転支援装置に関するものである。 The present invention relates to a driving support device that memorizes driving details performed by a driver and looks back on driving performed by the driver.
 従来、運転者の急発進または急停車を検出した際、メッセージを表示したり警告音を鳴らしたりして運転者に注意を促す運転支援装置が知られている。
 例えば、特許文献1に係る運転支援装置は、実際の走行状態と理想の走行状態との乖離度合いにより運転評価を行い、危険運転が発生した箇所の情報を記憶しておき、運転を終了した際に危険箇所と危険運転の情報をまとめて表示する。さらに、次回運転時、過去に危険運転状態が発生した箇所に接近すると運転者に警告を行う。
2. Description of the Related Art Conventionally, there has been known a driving support device that displays a message or sounds a warning sound when a driver's sudden start or stop is detected to alert the driver.
For example, when the driving support device according to Patent Document 1 performs driving evaluation based on the degree of deviation between the actual driving state and the ideal driving state, stores information on the location where dangerous driving has occurred, and finishes driving The information about dangerous spots and dangerous driving is displayed together. Furthermore, at the time of the next driving, a warning is given to the driver when approaching a place where a dangerous driving state has occurred in the past.
特開2007-108926号公報JP 2007-108926 A
 しかしながら、上記特許文献1のような従来の運転支援装置では、運転終了時等に危険箇所と危険運転の種類等の情報を簡潔な文字等で表示するのみであり、運転者が自ら行った運転を詳細に思い出すことが困難であるという課題があった。そのため、運転者は、具体的にどのような運転が良かったかまたは悪かったかを理解しにくく、効果的な安全運転教育ができなかった。 However, in the conventional driving support apparatus such as the above-mentioned Patent Document 1, only information such as a dangerous place and a dangerous driving type is displayed with simple characters at the end of driving or the like, and driving performed by the driver himself / herself. There was a problem that it was difficult to remember in detail. For this reason, it is difficult for the driver to understand specifically what kind of driving was good or bad, and effective safe driving education was not possible.
 この発明は、上記のような課題を解決するためになされたもので、運転者が行った運転内容を具体的に表示し、効果的な安全運転教育を行うことが可能な運転支援装置を提供することを目的とする。 The present invention has been made to solve the above-described problems, and provides a driving support device capable of specifically displaying the details of driving performed by the driver and providing effective safe driving education. The purpose is to do.
 この発明に係る運転支援装置は、運転者の実際の視線分布を出力する視線分布出力部と、理想の視線分布を記憶している視線分布記憶部と、実際の視線分布および理想の視線分布の一致度合いに基づいて安全運転支援情報を生成するか否かを判定し、生成すると判定した場合に車両の前方風景を含む車外撮像画像に実際の視線分布を重畳した安全運転支援情報を生成し表示器に表示させる表示制御部とを備えるものである。 The driving support apparatus according to the present invention includes a gaze distribution output unit that outputs the driver's actual gaze distribution, a gaze distribution storage unit that stores the ideal gaze distribution, and the actual gaze distribution and the ideal gaze distribution. It is determined whether or not to generate safe driving support information based on the degree of coincidence, and when it is determined to generate, safe driving support information is generated and displayed by superimposing an actual gaze distribution on a captured image outside the vehicle including a front view of the vehicle. And a display control unit to be displayed on the device.
 この発明によれば、実際の視線分布および理想の視線分布の一致度合いに基づいて安全運転支援情報を生成するか否かを判定し、車両の前方風景を含む車外撮像画像に実際の視線分布を重畳した安全運転支援情報を生成して表示器に表示させるようにしたので、運転者が行った運転内容を具体的に表示することができ、効果的な安全運転教育を行うことが可能となる。 According to the present invention, it is determined whether or not the safe driving support information is generated based on the degree of coincidence between the actual line-of-sight distribution and the ideal line-of-sight distribution, and the actual line-of-sight distribution is added to the outside captured image including the front landscape of the vehicle. Since the superimposed safe driving support information is generated and displayed on the display, the details of the driving performed by the driver can be specifically displayed, and effective safe driving education can be performed. .
この発明の実施の形態1に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance apparatus which concerns on Embodiment 1 of this invention. 車両の前方風景を含む車外撮像画像上での理想の視線分布と実際の視線分布との一致度合いを説明するための図である。It is a figure for demonstrating the coincidence degree of the ideal gaze distribution on the picked-up image outside a vehicle including the front scenery of a vehicle, and an actual gaze distribution. 実施の形態1の安全運転支援情報の表示例を示す図である。3 is a diagram illustrating a display example of safe driving support information according to Embodiment 1. FIG. 実施の形態1に係る運転支援装置とその周辺機器のハードウエア構成図である。1 is a hardware configuration diagram of a driving support apparatus and peripheral devices according to Embodiment 1. FIG. この発明の実施の形態2に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 2 of this invention. 実施の形態2に係る運転支援装置の動作を示すフローチャートである。6 is a flowchart illustrating an operation of the driving support apparatus according to the second embodiment. この発明の実施の形態3に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 3 of this invention. 実施の形態3の留意事項が付与された安全運転支援情報の表示例を示す図である。It is a figure which shows the example of a display of the safe driving assistance information to which the notice matter of Embodiment 3 was provided. 実施の形態3に係る運転支援装置の動作を示すフローチャートである。12 is a flowchart illustrating an operation of the driving support apparatus according to the third embodiment. この発明の実施の形態4に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 4 of this invention. 実施の形態4の留意事項が付与された安全運転支援情報の表示例を示す図である。It is a figure which shows the example of a display of the safe driving assistance information to which the consideration matter of Embodiment 4 was provided. 実施の形態4に係る運転支援装置の動作を示すフローチャートである。10 is a flowchart illustrating an operation of the driving support apparatus according to the fourth embodiment. この発明の実施の形態5に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 5 of this invention. 実施の形態5の留意事項が付与された安全運転支援情報の表示例を示す図である。It is a figure which shows the example of a display of the safe driving assistance information to which the notice matter of Embodiment 5 was provided. 実施の形態5に係る運転支援装置の動作を示すフローチャートである。10 is a flowchart illustrating an operation of the driving support apparatus according to the fifth embodiment. この発明の実施の形態6に係る運転支援装置の構成例を示すブロック図である。It is a block diagram which shows the structural example of the driving assistance device which concerns on Embodiment 6 of this invention. 実施の形態6の留意事項が付与された安全運転支援情報の表示例を示す図である。It is a figure which shows the example of a display of the safe driving assistance information to which the notice matter of Embodiment 6 was provided. 実施の形態6に係る運転支援装置の動作を示すフローチャートである。14 is a flowchart illustrating the operation of the driving support apparatus according to the sixth embodiment. 留意事項として地図画像と運転状態を説明する内容とが付与された安全運転支援情報の表示例を示す図である。It is a figure which shows the example of a display of the safe driving assistance information to which the map image and the content explaining the driving | running state were provided as notes.
 以下、この発明をより詳細に説明するために、この発明を実施するための形態について、添付の図面に従って説明する。
実施の形態1.
 図1は、この発明の実施の形態1に係る運転支援装置10の構成例を示すブロック図である。運転支援装置10は、運転者の理想の視線分布を記憶している視線分布記憶部11と、運転者の実際の視線分布を出力する視線分布出力部12と、理想の視線分布および実際の視線分布を用いて運転者の安全運転を支援する安全運転支援情報を生成して表示器1に表示させる表示制御部13とを備えている。この運転支援装置10は、車両に搭載された車載機器、または車両に持ち込まれる携帯情報端末である。また、車両に搭載されたナビゲーション装置等に組み込まれていてもよい。
Hereinafter, in order to explain the present invention in more detail, modes for carrying out the present invention will be described with reference to the accompanying drawings.
Embodiment 1 FIG.
FIG. 1 is a block diagram showing a configuration example of a driving support apparatus 10 according to Embodiment 1 of the present invention. The driving support device 10 includes a gaze distribution storage unit 11 that stores the driver's ideal gaze distribution, a gaze distribution output unit 12 that outputs the driver's actual gaze distribution, the ideal gaze distribution and the actual gaze. And a display control unit 13 that generates safe driving support information that supports the safe driving of the driver using the distribution and displays the information on the display 1. The driving support device 10 is an in-vehicle device mounted on a vehicle or a portable information terminal brought into the vehicle. Moreover, you may incorporate in the navigation apparatus etc. which were mounted in the vehicle.
 表示器1は、例えばLCD(Liquid Crystal Display)、有機EL(Electroluminescence)ディスプレイ、またはヘッドアップディスプレイ等である。この表示器1として、ナビゲーション装置等が有するディスプレイを利用してもよい。 The display 1 is, for example, an LCD (Liquid Crystal Display), an organic EL (Electroluminescence) display, or a head-up display. As the display 1, a display included in a navigation device or the like may be used.
 運転支援装置10には、外部情報取得装置として、例えば視線検出装置2および車外撮像装置3が接続されている。
 視線検出装置2は、運転者の視線を検出し、視線情報として視線分布出力部12へ出力する。この視線検出装置2は、例えば、運転者の正面に設置された可視光カメラまたは近赤外光カメラと、当該カメラが撮像した画像を処理して運転者の視線の座標または角度の少なくとも一方を算出して時系列データとして出力する画像処理装置とから構成される。画像処理装置は、画像認識した顔の向きに基づいて視線の座標または角度の少なくとも一方を推定してもよいし、画像認識した眼球の向きに基づいて視線の座標または角度の少なくとも一方を推定してもよい。なお、上記説明は一例であり、視線検出装置2は視線を検出できるものであればよい。
For example, a line-of-sight detection device 2 and an imaging device 3 outside the vehicle are connected to the driving support device 10 as external information acquisition devices.
The line-of-sight detection device 2 detects the driver's line of sight and outputs it to the line-of-sight distribution output unit 12 as line-of-sight information. The line-of-sight detection device 2 is, for example, a visible light camera or a near-infrared light camera installed in front of the driver, and processes at least one of the coordinates or angle of the driver's line of sight by processing an image captured by the camera. An image processing apparatus that calculates and outputs time-series data. The image processing apparatus may estimate at least one of the coordinates or angle of the line of sight based on the orientation of the face that has been image-recognized, or may estimate at least one of the coordinate or angle of the line of sight based on the orientation of the eye that has been image-recognized. May be. The above description is merely an example, and the line-of-sight detection device 2 may be anything that can detect the line of sight.
 車外撮像装置3は、運転者から見える車両前方の風景を撮像するカメラであり、車外撮像画像を表示制御部13へ出力する。 The outside image pickup device 3 is a camera that picks up an image of the scenery in front of the vehicle as seen from the driver, and outputs the outside image pickup image to the display control unit 13.
 視線分布記憶部11は、所定の運転環境における理想的な視線分布の範囲を示す情報を記憶している。所定の運転環境とは、例えば交差点、右左折地点、右左折地点で区切られた直進区間、踏切、および車載ナビゲーション装置が経路を案内誘導するときの案内地点などである。運転環境ごとに、運転者が運転中に見るべき箇所を見た場合の視線の移動範囲を表した理想の視線分布が生成され、視線分布記憶部11に予め記憶されている。 The line-of-sight distribution storage unit 11 stores information indicating an ideal line-of-sight distribution range in a predetermined driving environment. The predetermined driving environment includes, for example, an intersection, a right / left turn point, a straight section divided by a right / left turn point, a railroad crossing, and a guide point when the in-vehicle navigation device guides the route. For each driving environment, an ideal line-of-sight distribution representing the moving range of the line of sight when the driver sees a portion to be seen during driving is generated and stored in advance in the line-of-sight distribution storage unit 11.
 視線分布出力部12は、視線検出装置2が検出する運転者の実際の視線情報を取得し、運転者の実際の視線の移動範囲を表す視線分布を生成して表示制御部13へ出力する。 The line-of-sight distribution output unit 12 acquires the driver's actual line-of-sight information detected by the line-of-sight detection device 2, generates a line-of-sight distribution representing the driver's actual line-of-sight movement range, and outputs the line-of-sight distribution to the display control unit 13.
 表示制御部13は、視線分布比較部14と表示情報制御部15を備えている。
 視線分布比較部14は、視線分布記憶部11に記憶されている理想の視線分布と、視線分布出力部12から出力される実際の視線分布とを比較して視線分布の一致度合いを求める。視線分布比較部14は、理想の視線分布と実際の視線分布との一致度合いが高い場合、運転者の安全確認が十分であり、安全運転支援情報の表示は不要と判定する。一方、理想の視線分布と実際の視線分布との一致度合いが低い場合、視線分布比較部14は、運転者の安全確認が不十分であり、安全運転支援情報の表示が必要と判定する。
The display control unit 13 includes a line-of-sight distribution comparison unit 14 and a display information control unit 15.
The line-of-sight distribution comparison unit 14 compares the ideal line-of-sight distribution stored in the line-of-sight distribution storage unit 11 with the actual line-of-sight distribution output from the line-of-sight distribution output unit 12 to obtain the degree of coincidence of the line-of-sight distribution. When the degree of coincidence between the ideal gaze distribution and the actual gaze distribution is high, the gaze distribution comparison unit 14 determines that the driver's safety is sufficient and the display of the safe driving support information is unnecessary. On the other hand, when the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution is low, the line-of-sight distribution comparison unit 14 determines that the driver's safety confirmation is insufficient and that safe driving support information needs to be displayed.
 ここで、図2に、車両の前方風景を含む車外撮像画像上での理想の視線分布と実際の視線分布との一致度合いの例を示す。図2(a)は、理想の視線分布と実際の視線分布の一致度合いが高い状態である。図2(b)は、理想の視線分布に比べて実際の視線分布が小さく、一致度合いが低い状態である。図2(c)は、理想の視線分布と実際の視線分布は同じ大きさであるが、位置がずれており、一致度合いが低い状態である。 Here, FIG. 2 shows an example of the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution on the outside-captured image including the front landscape of the vehicle. FIG. 2A shows a state where the degree of coincidence between the ideal gaze distribution and the actual gaze distribution is high. FIG. 2B shows a state where the actual line-of-sight distribution is smaller than the ideal line-of-sight distribution and the degree of coincidence is low. In FIG. 2C, the ideal gaze distribution and the actual gaze distribution are the same size, but the positions are shifted and the degree of coincidence is low.
 視線分布比較部14は、理想の視線分布と実際の視線分布との一致度合いを判定するために、例えば両視線分布の偏差を算出し、偏差が予め定められた閾値以上の場合に、一致度合いが低く安全確認が不十分であり安全運転支援情報の表示が必要と判定する。反対に、偏差が閾値より小さい場合、一致度合いが高く安全確認が十分であり安全運転支援情報の表示が必要ないと判定する。例えば、理想の視線分布の面積をA、理想の視線分布と実際の視線分布とが重なる面積をBとした場合に、(A-B)/Aの式より偏差を算出する。
 以下では、視線分布の一致度合いの判定に偏差を用いることとする。
The line-of-sight distribution comparison unit 14 calculates, for example, a deviation between both line-of-sight distributions in order to determine the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution, and the degree of coincidence when the deviation is equal to or greater than a predetermined threshold. The safety confirmation is insufficient, and it is determined that the display of safe driving support information is necessary. On the other hand, when the deviation is smaller than the threshold value, it is determined that the degree of coincidence is high and the safety confirmation is sufficient, and it is not necessary to display safe driving support information. For example, assuming that the area of the ideal line-of-sight distribution is A and the area where the ideal line-of-sight distribution and the actual line-of-sight distribution overlap is B, the deviation is calculated from the equation (AB) / A.
Hereinafter, the deviation is used to determine the degree of coincidence of the line-of-sight distribution.
 また、視線分布比較部14は、安全運転支援情報を生成すると判定した場合に、車外撮像装置3が撮像する車両の前方風景を含む車外撮像画像等を用いて安全運転支援情報を生成し、表示情報制御部15へ出力する。表示情報制御部15は、視線分布比較部14から安全運転支援情報を受け取り、表示器1に出力して表示させる。 Further, when it is determined that the safe driving support information is to be generated, the line-of-sight distribution comparison unit 14 generates the safe driving support information by using an externally captured image including the scenery in front of the vehicle imaged by the external imaging device 3 and displays it. The information is output to the information control unit 15. The display information control unit 15 receives the safe driving support information from the line-of-sight distribution comparison unit 14, and outputs and displays it on the display 1.
 ここで、図3に、表示器1に表示された安全運転支援情報の例を示す。図3(a)に示す安全運転支援情報は、車両の前方風景を含む車外撮像画像に、実際の視線分布が重畳された画像である。また、安全運転支援情報は、図3(b)のように車両の前方風景を含む車外撮像画像に、理想の視線分布と実際の視線分布とが重畳された画像であってもよい。さらに、図3の例では「実際の視線分布」「理想の視線分布」といったキャプションが付加されている。
 なお、運転者が運転状況を鮮明に思い出せるように、車外撮像画像は静止画像より動画像が望ましい。安全確認が不十分な運転をしているときの実際の車外の映像上に、運転者の実際の視線分布を重畳表示することによって、運転者に運転中の視線移動を鮮明に思い出させることができる。これにより、運転者に安全運転を促すことができ、効果的な安全運転教育を行うことができる。さらに、実際の視線分布の範囲における視線移動の様子を、車外の映像と同期して表示してもよい。
Here, FIG. 3 shows an example of the safe driving support information displayed on the display 1. The safe driving support information shown in FIG. 3A is an image in which an actual line-of-sight distribution is superimposed on a captured image outside the vehicle including a front landscape of the vehicle. Further, the safe driving support information may be an image in which an ideal line-of-sight distribution and an actual line-of-sight distribution are superimposed on an outside-captured captured image including a front landscape of the vehicle as shown in FIG. Further, in the example of FIG. 3, captions such as “actual gaze distribution” and “ideal gaze distribution” are added.
It should be noted that the captured image outside the vehicle is preferably a moving image rather than a still image so that the driver can clearly remember the driving situation. By superimposing the driver's actual gaze distribution on the image outside the vehicle when driving with insufficient safety confirmation, it is possible to clearly remind the driver of the gaze movement during driving. it can. Thereby, the driver can be urged to drive safely, and effective safe driving education can be performed. Furthermore, the state of the line-of-sight movement in the range of the actual line-of-sight distribution may be displayed in synchronization with the image outside the vehicle.
 図4に、運転支援装置10とその周辺機器のハードウエア構成例を説明する。
 バス100には、CPU(Central Processing Unit)1010、ROM(Read Only Memory)102、RAM(Random Access Memory)103、入力装置104、外部記憶装置105および出力装置106が接続されている。
FIG. 4 illustrates a hardware configuration example of the driving support device 10 and its peripheral devices.
A CPU (Central Processing Unit) 1010, a ROM (Read Only Memory) 102, a RAM (Random Access Memory) 103, an input device 104, an external storage device 105, and an output device 106 are connected to the bus 100.
 CPU101は、ROM102または外部記憶装置105に記憶された各種プログラムを読み出して実行することにより、各ハードウエアと協働して運転支援装置10の視線分布出力部12および表示制御部13としての機能を実現する。 The CPU 101 reads out and executes various programs stored in the ROM 102 or the external storage device 105, thereby functioning as the line-of-sight distribution output unit 12 and the display control unit 13 of the driving support device 10 in cooperation with each hardware. Realize.
 RAM103は、プログラム実行時に使用するメモリである。
 入力装置104は、視線検出装置2および車外撮像装置3である。
 外部記憶装置105は、HDD、CDもしくはDVD等の記憶装置、またはUSBメモリもしくはSDカード等の半導体メモリを採用した記憶装置等である。この外部記憶装置105は、視線分布記憶部11である。
 出力装置106は、表示器1である。
The RAM 103 is a memory used when executing the program.
The input device 104 is the line-of-sight detection device 2 and the imaging device 3 outside the vehicle.
The external storage device 105 is a storage device such as an HDD, CD, or DVD, or a storage device that employs a semiconductor memory such as a USB memory or an SD card. The external storage device 105 is the line-of-sight distribution storage unit 11.
The output device 106 is the display device 1.
 以上より、実施の形態1によれば、運転支援装置10は、運転者の実際の視線分布を出力する視線分布出力部12と、理想の視線分布を記憶している視線分布記憶部11と、理想の視線分布および実際の視線分布の一致度合いに基づいて安全運転支援情報を生成するか否かを判定し、生成すると判定した場合に車両の前方風景を含む車外撮像画像に実際の視線分布を重畳した安全運転支援情報を生成し表示器1に表示させる表示制御部13とを備える構成にしたので、運転者が行った運転を具体的に表示でき、効果的な安全運転教育を行うことができる。 As described above, according to the first embodiment, the driving support device 10 includes the gaze distribution output unit 12 that outputs the driver's actual gaze distribution, the gaze distribution storage unit 11 that stores the ideal gaze distribution, It is determined whether to generate safe driving support information based on the degree of coincidence between the ideal gaze distribution and the actual gaze distribution, and when it is determined that the gaze distribution is to be generated, the actual gaze distribution is displayed on the outside captured image including the front landscape of the vehicle. Since it comprises the display control part 13 which produces | generates the superimposed safe driving assistance information and displays it on the indicator 1, the driving | operation which the driver performed can be displayed concretely and effective safe driving education can be performed. it can.
 また、実施の形態1によれば、表示制御部13は、理想の視線分布を、安全運転支援情報と併せて表示器1に表示させるようにしたので、運転中にどこを見るべきだったか運転者に知らせることができ、より効果的な安全運転教育を行うことができる。 Further, according to the first embodiment, the display control unit 13 displays the ideal line-of-sight distribution on the display 1 together with the safe driving support information. Can be informed, and more effective safe driving education can be conducted.
実施の形態2.
 図5は、この発明の実施の形態2に係る運転支援装置10の構成例を示すブロック図である。実施の形態2に係る運転支援装置10は、図1に示した実施の形態1の運転支援装置10に対して情報蓄積部20が追加された構成である。この情報蓄積部20は、図4に示したRAM103または外部記憶装置105である。
 図5において図1と同一または相当する部分は、同一の符号を付し説明を省略する。
Embodiment 2. FIG.
FIG. 5 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 2 of the present invention. The driving support apparatus 10 according to the second embodiment has a configuration in which an information storage unit 20 is added to the driving support apparatus 10 according to the first embodiment illustrated in FIG. The information storage unit 20 is the RAM 103 or the external storage device 105 shown in FIG.
5 that are the same as or correspond to those in FIG. 1 are denoted by the same reference numerals and description thereof is omitted.
 また、実施の形態2の運転支援装置10には、外部情報取得装置として地図情報取得装置4と車両情報取得装置5が接続されている。これら地図情報取得装置4と車両情報取得装置5は、図4に示した入力装置104である。 In addition, the map information acquisition device 4 and the vehicle information acquisition device 5 are connected to the driving support device 10 of the second embodiment as external information acquisition devices. These map information acquisition device 4 and vehicle information acquisition device 5 are the input devices 104 shown in FIG.
 地図情報取得装置4は、GPS(Global Positioning System)衛星の信号を用いて自車の現在位置を算出し、現在位置周辺の地図情報を参照して自車が走行中の地点情報または道路情報等を特定して運転支援装置10へ出力する。ここで、地点情報は、例えば踏切、案内地点、および急ブレーキが発生しやすい地点等である。道路情報は、例えば交差点、丁字路、直線道路および急カーブ地点等である。 The map information acquisition device 4 calculates the current position of the host vehicle using a GPS (Global Positioning System) satellite signal, refers to map information around the current position, information on a point where the host vehicle is traveling, road information, etc. Is output to the driving support device 10. Here, the point information is, for example, a railroad crossing, a guide point, a point where sudden braking is likely to occur, and the like. The road information is, for example, an intersection, a street, a straight road, and a sharp curve point.
 車両情報取得装置5は、自車の車速、ギア、ステアリング操舵角、アクセル開度およびブレーキ操作量といった車両情報を、CAN(Controller Area Network)を通じて取得し、運転支援装置10へ出力する。 The vehicle information acquisition device 5 acquires vehicle information such as the vehicle speed, gear, steering angle, accelerator opening, and brake operation amount of the host vehicle through CAN (Controller Area Network) and outputs the vehicle information to the driving support device 10.
 視線分布出力部12aは、地図情報取得装置4から受け取る現在の自車の地点情報または道路情報に基づいて、自車の運転環境が、視線分布記憶部11に記憶されている所定の運転環境に該当するか否かを判定する。そして視線分布出力部12aは、自車の運転環境が当該所定の運転環境に該当すると判定した場合、所定の時点から所定期間が経過するまでの間に視線検出装置2により検出された視線情報に基づいて、実際の視線分布を生成する。所定の運転環境とは、例えば、車両が交差点、右左折地点、右左折地点で区切られた直線区間、踏切もしくは案内地点などの予め定められた地点を走行している期間、または、車両が急ハンドル、急ブレーキ、急加速、蛇行走行、居眠り運転、脇見運転などの予め定められた運転状態になっている期間である。 The line-of-sight distribution output unit 12 a changes the driving environment of the own vehicle to a predetermined driving environment stored in the line-of-sight distribution storage unit 11 based on the current point information or road information of the own vehicle received from the map information acquisition device 4. It is determined whether it is applicable. When the line-of-sight distribution output unit 12a determines that the driving environment of the host vehicle corresponds to the predetermined driving environment, the line-of-sight information detected by the line-of-sight detection device 2 from the predetermined point in time until the predetermined period elapses. Based on this, an actual gaze distribution is generated. The predetermined driving environment includes, for example, a period during which the vehicle is traveling in a predetermined point such as an intersection, a right / left turn point, a straight section divided by a right / left turn point, a level crossing or a guide point, This is a period in which the vehicle is in a predetermined driving state such as a steering wheel, sudden braking, sudden acceleration, meandering driving, snoozing driving, aside driving.
 例えば、視線分布出力部12aは、自車が交差点に進入した場合に所定の運転環境に該当したと判定し、交差点を通過し終えた時点で、交差点進入時から交差点を通過し終えた現時点までの視線情報に基づいて実際の視線分布を生成する。交差点の他、右左折地点、踏切、および案内点等に進入した場合も同様である。
 また、例えば視線分布出力部12aは、自車が直線道路を走行している場合に所定の運転環境に該当したと判定し、所定の周期(例えば、10分)ごとに所定期間(例えば、30秒)の視線情報に基づいて実際の視線分布を生成する。
For example, the line-of-sight distribution output unit 12a determines that the vehicle has entered a predetermined driving environment when the vehicle has entered the intersection, and has passed through the intersection from the time of entering the intersection until the current time when the vehicle has passed the intersection. An actual gaze distribution is generated based on the gaze information. The same applies when entering a turning point, level crossing, guide point, etc. in addition to an intersection.
Further, for example, the line-of-sight distribution output unit 12a determines that the vehicle is in a predetermined driving environment when the vehicle is traveling on a straight road, and performs a predetermined period (for example, 30 minutes) every predetermined period (for example, 10 minutes). Second) to generate an actual gaze distribution.
 また、視線分布出力部12aは、車両情報取得装置5から受け取る現在の車両情報に基づいて、自車の運転環境が、視線分布記憶部11に記憶されている所定の運転環境に該当するか否かを判定してもよい。例えば、視線分布出力部12aは、車両情報に基づいて急ハンドルまたは急ブレーキ等の不安全運転を検出した場合に所定の運転環境に該当したと判定し、不安全運転が発生した時点から所定期間が経過するまでの視線情報に基づいて実際の視線分布を生成する。あるいは視線分布出力部12aは、不安全運転が発生した時点を含む所定期間の視線情報に基づいて実際の視線分布を生成し、不安全運転が発生する前の情報を含めてもよい。なお、不安全運転は、急ハンドルおよび急ブレーキに限定されるものではなく、急発進、急加速、蛇行走行などであってもよい。視線分布出力部12aは、例えば、自車の減速度が予め定められた閾値以上の場合に急ブレーキと判定し、加速度が予め定められた閾値以上の場合に急加速と判定し、ステアリング操舵角の変化量が予め定められた閾値以上の場合に急ハンドルと判定する。居眠り運転および脇見運転の判定方法については、実施の形態6で詳述する。 Further, the line-of-sight distribution output unit 12 a determines whether the driving environment of the host vehicle corresponds to the predetermined driving environment stored in the line-of-sight distribution storage unit 11 based on the current vehicle information received from the vehicle information acquisition device 5. It may be determined. For example, the line-of-sight distribution output unit 12a determines that it corresponds to a predetermined driving environment when an unsafe driving such as a sudden handle or a sudden brake is detected based on vehicle information, and a predetermined period from the time when the unsafe driving occurs. The actual gaze distribution is generated based on the gaze information until elapses. Alternatively, the line-of-sight distribution output unit 12a may generate an actual line-of-sight distribution based on line-of-sight information for a predetermined period including the time when unsafe driving occurs, and may include information before unsafe driving occurs. The unsafe driving is not limited to the sudden handle and the sudden brake, and may be sudden start, rapid acceleration, meandering, and the like. The line-of-sight distribution output unit 12a determines, for example, sudden braking when the deceleration of the host vehicle is equal to or greater than a predetermined threshold, and determines rapid acceleration when the acceleration is equal to or greater than a predetermined threshold. When the amount of change is equal to or greater than a predetermined threshold, it is determined that the handle is a sudden handle. A method for determining dozing driving and side-by-side driving will be described in detail in the sixth embodiment.
 表示情報制御部15aは、視線分布比較部14が生成した安全運転支援情報を情報蓄積部20に格納する。そして表示情報制御部15aは、車両情報取得装置5から受け取った現在の車両情報に基づいて、視線分布比較部14が生成した安全運転支援情報を表示するタイミングか否かを判定し、表示するタイミングであると判定した場合に情報蓄積部20に蓄積されている安全運転支援情報を取得して表示器1へ出力する。 The display information control unit 15 a stores the safe driving support information generated by the line-of-sight distribution comparison unit 14 in the information storage unit 20. Then, the display information control unit 15a determines whether or not it is time to display the safe driving support information generated by the line-of-sight distribution comparison unit 14 based on the current vehicle information received from the vehicle information acquisition device 5, and the timing to display it. If it is determined that it is, the safe driving support information stored in the information storage unit 20 is acquired and output to the display 1.
 例えば、表示情報制御部15aは、車両情報取得装置5の車両情報に基づいて自車が駐車中であると判定した場合に、情報蓄積部20から安全運転支援情報を取得し、表示器1へ出力して表示させる。これにより、運転者が安全なタイミングで自身の行った運転内容を知ることができる。 For example, when the display information control unit 15a determines that the host vehicle is parked based on the vehicle information of the vehicle information acquisition device 5, the display information control unit 15a acquires the safe driving support information from the information storage unit 20, and displays the information on the display 1. Output and display. Thereby, the driver | operator can know the content of the driving | operation which he performed at the safe timing.
 なお、表示情報制御部15aは、不図示のカメラで車内を撮像した画像等に基づいて同乗者がいるか否かを判定し、同乗者がいると判定した場合に、車両が駐車中か否かにかかわらず安全運転支援情報を表示器1へ出力するようにしてもよい。これにより、同乗者に対して安全運転教育を行うことができる。 The display information control unit 15a determines whether or not there is a passenger based on an image captured inside the vehicle with a camera (not shown), and if it is determined that there is a passenger, whether or not the vehicle is parked. Regardless, safe driving support information may be output to the display 1. Thereby, it is possible to provide safe driving education to passengers.
 次に、図6に示すフローチャートを用いて、実施の形態2の運転支援装置10の動作を説明する。
 まずステップST21にて、運転開始と共に、運転支援装置10は、視線検出装置2から受け取る視線情報、車外撮像装置3から受け取る車外撮像画像、地図情報取得装置4から受け取る地点情報または道路情報、ならびに車両情報取得装置5から受け取る車両情報の記憶を開始する。運転支援装置10は、受け取った各種情報を、例えば外部記憶装置105に記憶する。
Next, the operation of the driving support apparatus 10 according to the second embodiment will be described using the flowchart shown in FIG.
First, in step ST21, when driving is started, the driving support device 10 receives the line-of-sight information received from the line-of-sight detection device 2, the vehicle-side captured image received from the vehicle-side imaging device 3, the point information or road information received from the map information acquisition device 4, and the vehicle. Storage of vehicle information received from the information acquisition device 5 is started. The driving support device 10 stores the received various information in, for example, the external storage device 105.
 続くステップST22にて、視線分布出力部12aは、地図情報取得装置4から受け取った現在の地点情報もしくは道路情報、または車両情報取得装置5から受け取った現在の車両情報に基づいて、自車の運転環境が所定の運転環境に該当するか否かを判定する。視線分布出力部12aは、所定の運転環境に該当すると判定した場合(ステップST22“YES”)、視線検出装置2から受け取った視線情報を用いて当該所定の運転環境における実際の視線分布を生成し、視線分布比較部14へ出力する(ステップST23)。
 一方、自車の運転環境が所定の運転環境に該当しないと判定した場合(ステップST22“NO”)、視線分布出力部12aはステップST22の処理を繰り返す。
In subsequent step ST22, the line-of-sight distribution output unit 12a drives the vehicle based on the current point information or road information received from the map information acquisition device 4 or the current vehicle information received from the vehicle information acquisition device 5. It is determined whether the environment corresponds to a predetermined operating environment. When it is determined that the line-of-sight distribution output unit 12a corresponds to the predetermined driving environment (step ST22 "YES"), the line-of-sight information received from the line-of-sight detection device 2 is used to generate an actual line-of-sight distribution in the predetermined driving environment. And output to the line-of-sight distribution comparison unit 14 (step ST23).
On the other hand, when it is determined that the driving environment of the vehicle does not correspond to the predetermined driving environment (step ST22 “NO”), the line-of-sight distribution output unit 12a repeats the process of step ST22.
 続くステップST24にて、視線分布比較部14は、視線分布出力部12aから所定の運転環境における実際の視線分布を受け取り、当該所定の運転環境における理想の視線分布を視線分布記憶部11から取得し、両視線分布を比較する。理想の視線分布と実際の視線分布との偏差が閾値以上である場合(ステップST24“YES”)、視線分布比較部14は、運転者の安全確認が不十分と判定し、当該所定の運転環境における車外撮像装置3の車外撮像画像に理想の視線分布と実際の視線分布とを重畳した安全運転支援情報を生成する(ステップST25)。この安全運転支援情報は、表示情報制御部15aに出力され、情報蓄積部20に蓄積される。 In subsequent step ST24, the line-of-sight distribution comparison unit 14 receives the actual line-of-sight distribution in the predetermined driving environment from the line-of-sight distribution output unit 12a, and acquires the ideal line-of-sight distribution in the predetermined driving environment from the line-of-sight distribution storage unit 11. Compare both gaze distributions. When the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is greater than or equal to the threshold (“YES” in step ST24), the line-of-sight distribution comparison unit 14 determines that the driver's safety check is insufficient, and the predetermined driving environment The safe driving support information is generated by superimposing the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside-captured image of the outside-vehicle imaging device 3 in step ST25. This safe driving support information is output to the display information control unit 15 a and stored in the information storage unit 20.
 一方、理想の視線分布と実際の視線分布との偏差が閾値より小さい場合(ステップST24“NO”)、視線分布比較部14は、運転者が安全確認を十分に行ったと判定してステップST25の処理をスキップする。 On the other hand, when the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is smaller than the threshold value (“NO” in step ST24), the line-of-sight distribution comparison unit 14 determines that the driver has sufficiently confirmed the safety and performs step ST25. Skip processing.
 続くステップST26にて、表示情報制御部15aは、車両情報取得装置5の車両情報に基づいて、自車が駐車中であるか否かを判定する。自車が駐車中でない場合(ステップST26“NO”)、ステップST22の処理へ戻る。 In subsequent step ST <b> 26, the display information control unit 15 a determines whether the host vehicle is parked based on the vehicle information of the vehicle information acquisition device 5. If the vehicle is not parked (step ST26 “NO”), the process returns to step ST22.
 一方、自車が駐車中である場合(ステップST26“YES”)、表示情報制御部15aは情報蓄積部20に安全運転支援情報が蓄積されているか確認する(ステップST27)。情報蓄積部20に安全運転支援情報が蓄積されている場合(ステップST27“YES”)、表示情報制御部15aは、蓄積されている安全運転支援情報を取得して表示器1に表示させ(ステップST28)、処理を終了する。情報蓄積部20に安全運転支援情報が蓄積されていない場合(ステップST27“NO”)、表示情報制御部15aは安全運転支援情報の表示を行わずに、処理を終了する。 On the other hand, when the host vehicle is parked (step ST26 “YES”), the display information control unit 15a checks whether the safe driving support information is accumulated in the information accumulation unit 20 (step ST27). When safe driving support information is stored in the information storage unit 20 (step ST27 “YES”), the display information control unit 15a acquires the stored safe driving support information and displays it on the display 1 (step ST27). ST28), the process ends. When the safe driving support information is not stored in the information storage unit 20 (step ST27 “NO”), the display information control unit 15a ends the process without displaying the safe driving support information.
 なお、ステップST21で外部記憶装置105に記憶を開始した各種情報は、例えば所定時間が経過したものから順に削除したり、ステップST25で安全運転支援情報を生成したときにこれより前の情報を削除したり、ステップST28で安全運転支援情報を表示したときにこれより前の情報を削除したりしてよい。 Note that the various information that has been stored in the external storage device 105 in step ST21 is deleted, for example, in order from a predetermined time, or the previous information is deleted when the safe driving support information is generated in step ST25. Or information prior to this may be deleted when the safe driving assistance information is displayed in step ST28.
 以上より、実施の形態2によれば、運転支援装置10は、安全運転支援情報を蓄積する情報蓄積部20を備え、表示制御部13は、車両が駐車した場合に情報蓄積部20に蓄積されている安全運転支援情報を表示器1に表示させるようにしたので、運転者の安全なタイミングで自身の行った運転内容を知らせることができる。 As described above, according to the second embodiment, the driving support device 10 includes the information storage unit 20 that stores the safe driving support information, and the display control unit 13 is stored in the information storage unit 20 when the vehicle is parked. Since the safe driving support information is displayed on the display 1, it is possible to inform the driver of the details of the driving performed by the driver at a safe timing.
 また、実施の形態2によれば、表示制御部13は、安全運転支援情報を生成すると判定した場合に、所定の運転環境に該当する期間に撮像された車外撮像画像と視線分布出力部12aから出力された実際の視線分布とを用いて安全運転支援情報を生成するようにしたので、交差点のような安全確認の必要性が高い運転環境において実際に運転者が行った運転内容を知らせることができる。また、運転者が脇見運転、居眠り運転、急ハンドルまたは急ブレーキといった危険な運転を行った際の実際の状況を知らせることができる。これにより、自身が行った運転を運転者に思い出させ、より効果的な安全運転教育を行うことができる。 Further, according to the second embodiment, when it is determined that the safe driving support information is generated, the display control unit 13 from the outside-vehicle captured image and the line-of-sight distribution output unit 12a captured during a period corresponding to a predetermined driving environment. Since safe driving support information is generated using the actual line-of-sight distribution output, it is possible to inform the driver of the actual driving performed in driving environments where there is a high need for safety confirmation such as intersections. it can. In addition, it is possible to notify the actual situation when the driver performs dangerous driving such as side-by-side driving, snoozing driving, sudden steering, or sudden braking. Thereby, it is possible to remind the driver of the driving performed by himself / her and to perform more effective safe driving education.
実施の形態3.
 上記実施の形態1,2に係る運転支援装置10は、運転者の安全確認が不十分だったときの視線分布を実際の車外撮像画像に重畳した安全運転支援情報を表示器1に表示させるため、運転者は運転中に自身がどこを見ていたのかを知ることができる。しかし、一目見ただけでは具体的に何が悪かったのか分からず、改善方法も分からない可能性がある。そこで、本実施の形態3では、運転者が留意すべき事項を、安全運転支援情報と併せて表示器1に表示させるようにして、運転がどう悪かったのかを具体的かつ分かりやすく運転者に知らせる。
Embodiment 3 FIG.
The driving support apparatus 10 according to the first and second embodiments displays on the display 1 safe driving support information in which the line-of-sight distribution when the driver's safety check is insufficient is superimposed on the actual captured image outside the vehicle. The driver can know where he was looking while driving. However, at first glance, it is not possible to know what was actually wrong, and there is a possibility that the improvement method is unknown. Therefore, in the third embodiment, the matters to be noticed by the driver are displayed on the display 1 together with the safe driving support information, so that the driver can clearly and easily understand how the driving is bad. Inform.
 図7は、この発明の実施の形態3に係る運転支援装置10の構成例を示すブロック図である。実施の形態3に係る運転支援装置10は、図5に示した実施の形態2の運転支援装置10に対して留意事項付与部30が追加された構成である。
 図7において図1または図5と同一または相当する部分は、同一の符号を付し説明を省略する。
FIG. 7 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 3 of the present invention. The driving support apparatus 10 according to the third embodiment has a configuration in which a notice matter assigning unit 30 is added to the driving support apparatus 10 according to the second embodiment illustrated in FIG.
7, parts that are the same as or correspond to those in FIG. 1 or FIG.
 留意事項付与部30は、視線分布比較部14において理想の視線分布と実際の視線分布との偏差が閾値以上であり安全確認が不十分と判定された場合に、視線分布比較部14から理想の視線分布と実際の視線分布とを受け取り、運転者が留意すべき具体的な事項を判定し、運転がどう悪かったのか内容を説明したり改善方法を説明したりするコメントまたは画像等を生成する。そして、留意事項付与部30は、生成したコメント等を留意事項として、視線分布比較部14が生成した安全運転支援情報に付与する。表示情報制御部15aは、安全運転支援情報と留意事項とを紐づけて情報蓄積部20に蓄積する。 When the gaze distribution comparison unit 14 determines that the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than the threshold and the safety confirmation is insufficient, Receive the gaze distribution and the actual gaze distribution, determine the specific matters that the driver should be aware of, and generate comments or images that explain how the driving was bad or explain how to improve . And the consideration matter provision part 30 assign | provides the produced | generated comment etc. to the safe driving assistance information which the gaze distribution comparison part 14 produced | generated as consideration matter. The display information control unit 15a stores the safe driving support information and the notice items in the information storage unit 20 in association with each other.
 ここで、図8に、留意事項が付与された安全運転支援情報の表示例を示す。
 留意事項付与部30は、運転者がどのような視線の動きをしていて悪かったのかを示すために、理想の視線分布において実際の視線分布が重なっていない領域を求め、この領域を明示する「次はこの範囲も気を付けましょう」というコメントを留意事項として安全運転支援情報に付与する。なお、図示は省略するが、理想の視線分布において実際の視線分布が重なっていない領域を強調表示する画像などを留意事項としてもよい。
 また、留意事項付与部30は、交差点通過時の安全確認が不十分であったことを明示するために、「交差点での安全確認が不十分です」といったコメントを留意事項として安全運転支援情報に付与してもよい。例えば、運転環境ごとのコメントを予め定義しておき、留意事項付与部30は、自車の運転環境に対応したコメントを選択して付与する。
Here, FIG. 8 shows a display example of the safe driving support information to which considerations are given.
In order to indicate what kind of line of sight movement the driver is making, the notice giving section 30 obtains an area in which the actual line-of-sight distribution does not overlap in the ideal line-of-sight distribution, and clearly indicates this area. The comment “Let's take care of this range next time” is added to the safe driving support information as a consideration. In addition, although illustration is abbreviate | omitted, it is good also considering the image etc. which highlight the area | region where the actual gaze distribution does not overlap in an ideal gaze distribution.
In addition, in order to clearly indicate that the safety check at the time of passing through the intersection was insufficient, the consideration matter assigning unit 30 adds a comment such as “insufficient safety confirmation at the intersection” to the safe driving support information as a consideration matter. It may be given. For example, a comment for each driving environment is defined in advance, and the consideration assigning unit 30 selects and assigns a comment corresponding to the driving environment of the host vehicle.
 次に、図9に示すフローチャートを用いて、実施の形態3の運転支援装置10の動作を説明する。ここで、図9に示すステップST21~ST28は、実施の形態2の図6に示したフローチャートと同一であるため説明を省略する。
 所定の運転環境において理想の視線分布と実際の視線分布との偏差が閾値以上である場合(ステップST24“YES”)、続くステップST25にて、視線分布比較部14が安全運転支援情報を生成して、表示情報制御部15aに出力する。続くステップST31にて、表示情報制御部15a内の留意事項付与部30が留意事項を生成して、安全運転支援情報に付与する。留意事項は安全運転支援情報と共に情報蓄積部20に蓄積される。
Next, the operation of the driving support apparatus 10 according to the third embodiment will be described using the flowchart shown in FIG. Here, steps ST21 to ST28 shown in FIG. 9 are the same as those in the flowchart shown in FIG.
When the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is greater than or equal to the threshold value in a predetermined driving environment (step ST24 “YES”), the line-of-sight distribution comparison unit 14 generates safe driving support information in subsequent step ST25. To the display information control unit 15a. In continuing step ST31, the notice matter provision part 30 in the display information control part 15a produces | generates a notice matter, and provides it to safe driving assistance information. The considerations are stored in the information storage unit 20 together with the safe driving support information.
 表示情報制御部15aは、ステップST28にて情報蓄積部20から安全運転支援情報を取得する際にこの安全運転支援情報に付与されている留意事項も一緒に取得して、表示器1へ出力する。
 なお、表示情報制御部15aは、留意事項のコメント等を表示器1に表示させるだけでなく、不図示のスピーカから音声出力させてもよい。
When acquiring the safe driving support information from the information storage unit 20 in step ST <b> 28, the display information control unit 15 a also acquires the notes given to the safe driving support information together and outputs them to the display 1. .
Note that the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
 以上より、実施の形態3によれば、表示制御部13は、運転者が留意すべき事項を安全運転支援情報と併せて表示器1に表示させるようにしたので、運転者に、自身の行った運転が具体的にどう悪かったのかを分かりやすく知らせることができる。これにより、より効果的な安全運転教育を行うことができる。 As described above, according to the third embodiment, the display control unit 13 causes the display 1 to display the matters to be noted by the driver together with the safe driving support information. It ’s easy to understand how bad driving was. Thereby, more effective safe driving education can be performed.
実施の形態4.
 上記実施の形態1,2に係る運転支援装置10は、運転者の安全確認が不十分だったときの視線分布を実際の車外撮像画像に重畳して表示器1に表示させるため、運転者は運転中に自身がどこを見ていたのかを知ることができる。しかし、例えば不慣れな道では、車両前方の車外撮像画像を見ただけではどこで安全確認を怠ったか、運転者が分からない可能性がある。そこで、本実施の形態4では、安全確認が不十分と判定された地点を示す地図画像を、安全運転支援情報と併せて表示器1に表示させるようにして、安全確認が不十分だった地点を分かりやすく知らせ、今後の運転で留意させる。
Embodiment 4 FIG.
Since the driving support device 10 according to the first and second embodiments causes the line-of-sight distribution when the driver's safety check is insufficient to be superimposed on the actual captured image outside the vehicle and displayed on the display 1, You can know where you were looking while driving. However, for example, on an unfamiliar road, there is a possibility that the driver does not know where the safety check has been neglected simply by looking at the captured image outside the vehicle. Therefore, in the fourth embodiment, a map image indicating a point where the safety check is determined to be insufficient is displayed on the display 1 together with the safe driving support information, and the point where the safety check is insufficient. In an easy-to-understand manner and make them aware of future driving.
 図10は、この発明の実施の形態4に係る運転支援装置10の構成例を示すブロック図である。実施の形態4に係る運転支援装置10は、図5に示した実施の形態2の運転支援装置10に対して留意事項付与部40が追加された構成である。
 図7において図1または図5と同一または相当する部分は、同一の符号を付し説明を省略する。
FIG. 10 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 4 of the present invention. The driving support apparatus 10 according to the fourth embodiment has a configuration in which a notice matter assigning unit 40 is added to the driving support apparatus 10 according to the second embodiment illustrated in FIG.
7, parts that are the same as or correspond to those in FIG. 1 or FIG.
 留意事項付与部40は、安全運転支援情報に付与する留意事項として、当該安全運転支援情報の対象となる地点を示す地図画像を生成する。図11に、留意事項が付与された安全運転支援情報の表示例を示す。
 留意事項付与部40は、視線分布比較部14において理想の視線分布と実際の視線分布との偏差が閾値以上であり安全確認が不十分であると判定された場合に、判定の対象となった地点を含む地図情報を地図情報取得装置4から取得し、安全確認が不十分と判定された地点を示すアイコン等を表示した地図画像を生成する。そして、留意事項付与部50は、生成した地図画像を留意事項として、視線分布比較部14が生成した安全運転支援情報に付与する。表示情報制御部15aは、安全運転支援情報と留意事項とを紐づけて情報蓄積部20に蓄積する。
The consideration item assigning unit 40 generates a map image indicating a point that is the target of the safe driving support information, as a consideration item to be added to the safe driving support information. FIG. 11 shows a display example of the safe driving support information to which considerations are given.
The consideration giving unit 40 is a target of determination when the gaze distribution comparison unit 14 determines that the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than the threshold value and the safety confirmation is insufficient. Map information including a point is acquired from the map information acquisition device 4, and a map image displaying an icon or the like indicating a point where safety confirmation is determined to be insufficient is generated. And the consideration matter provision part 50 is provided to the safe driving assistance information which the eyes | visual_axis distribution comparison part 14 produced | generated as a consideration matter with the produced | generated map image. The display information control unit 15a stores the safe driving support information and the notice items in the information storage unit 20 in association with each other.
 次に、図12に示すフローチャートを用いて、実施の形態4の運転支援装置10の動作を説明する。ここで、図12に示すステップST21~ST28は、実施の形態2の図6に示したフローチャートと同一であるため説明を省略する。
 所定の運転環境において理想の視線分布と実際の視線分布との偏差が閾値以上である場合(ステップST24“YES”)、続くステップST25にて、視線分布比較部14が安全運転支援情報を生成し、表示情報制御部15aに出力する。続くステップST41にて、留意事項付与部40が地図情報取得装置4から地図情報を取得し、安全確認が不十分と判定された地点を明示した地図画像を生成し、安全運転支援情報に付与する。地図画像は安全運転支援情報と共に情報蓄積部20に蓄積される。
 表示情報制御部15aは、ステップST28にて情報蓄積部20から安全運転支援情報を取得する際にこの安全運転支援情報に付与されている地図画像も一緒に取得して、表示器1へ出力する。
Next, the operation of the driving support apparatus 10 according to the fourth embodiment will be described with reference to the flowchart shown in FIG. Here, steps ST21 to ST28 shown in FIG. 12 are the same as those in the flowchart shown in FIG.
When the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is greater than or equal to the threshold value in a predetermined driving environment (step ST24 “YES”), the line-of-sight distribution comparison unit 14 generates safe driving support information in subsequent step ST25. To the display information control unit 15a. In subsequent step ST41, the consideration matter assigning unit 40 obtains the map information from the map information obtaining device 4, generates a map image clearly indicating the point where the safety confirmation is determined to be insufficient, and assigns it to the safe driving support information. . The map image is stored in the information storage unit 20 together with the safe driving support information.
When acquiring the safe driving support information from the information storage unit 20 in step ST28, the display information control unit 15a also acquires a map image attached to the safe driving support information and outputs the map image to the display 1. .
 以上より、実施の形態4によれば、表示制御部13は、安全運転支援情報の対象となる地点を示す地図画像を、運転者が留意すべき事項として安全運転支援情報と併せて表示器1に表示させるようにしたので、運転者が不慣れな道においても安全確認が不十分と判定された地点を分かりやすく知らせることができ、運転者に運転中の視線移動を鮮明に思い出させるための一助となる。これにより、より効果的な安全運転教育を行うことができる。 As described above, according to the fourth embodiment, the display control unit 13 displays the map image indicating the target location of the safe driving support information together with the safe driving support information as a matter to be noted by the driver. Because it is displayed on the road, it is possible to easily inform the driver of the point where the safety check is judged to be insufficient even on the road where the driver is unfamiliar, and to help the driver clearly notice the movement of the line of sight while driving. It becomes. Thereby, more effective safe driving education can be performed.
実施の形態5.
 上記実施の形態1,2に係る運転支援装置10は、運転者の安全確認が不十分だったときのみ安全運転支援情報を表示器1に表示させるため、その後この運転者が安全確認を適切に行うようになり運転が改善された場合、運転者はどう改善したのか気付かず、成長に繋がらない可能性がある。そこで、本実施の形態5では、運転が改善された場合に運転者を褒め、どのように改善されたのか具体的に知らせる。
Embodiment 5 FIG.
Since the driving support apparatus 10 according to the first and second embodiments displays the safe driving support information on the display 1 only when the driver's safety check is insufficient, the driver appropriately performs the safety check thereafter. If driving is improved and driving is improved, the driver may not realize how the driving has improved and may not lead to growth. Therefore, in the fifth embodiment, when the driving is improved, the driver is given up and specifically notified of how the driving has been improved.
 図13は、この発明の実施の形態5に係る運転支援装置10の構成例を示すブロック図である。実施の形態5に係る運転支援装置10は、図5に示した実施の形態2の運転支援装置10に対して留意事項付与部50および安全確認度判定部51が追加された構成である。
 図13において図1または図5と同一または相当する部分は、同一の符号を付し説明を省略する。
FIG. 13 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 5 of the present invention. The driving support apparatus 10 according to the fifth embodiment has a configuration in which a consideration adding unit 50 and a safety confirmation degree determination unit 51 are added to the driving support apparatus 10 of the second embodiment shown in FIG.
In FIG. 13, the same or corresponding parts as those in FIG. 1 or FIG.
 安全確認度判定部51は、運転者が行った安全確認の程度を表す安全確認度を判定する。視線分布比較部14において自車の運転環境が所定の運転環境に該当すると判定した場合、安全確認度判定部51は、視線分布記憶部11と視線分布出力部12aから受け取った理想の視線分布と実際の視線分布との偏差に基づいて安全確認度を判定する。 The safety confirmation degree determination unit 51 determines a safety confirmation degree that represents the degree of safety confirmation performed by the driver. When the line-of-sight distribution comparison unit 14 determines that the driving environment of the host vehicle corresponds to the predetermined driving environment, the safety confirmation degree determination unit 51 determines the ideal line-of-sight distribution received from the line-of-sight distribution storage unit 11 and the line-of-sight distribution output unit 12a. The degree of safety confirmation is determined based on the deviation from the actual gaze distribution.
 視線分布比較部14は、安全確認度判定部51が判定した安全確認度を、安全運転支援情報と共に表示情報制御部15aへ出力する。 The line-of-sight distribution comparison unit 14 outputs the safety confirmation degree determined by the safety confirmation degree determination unit 51 to the display information control unit 15a together with the safe driving support information.
 例えば、安全確認度判定部51は、理想の視線分布と実際の視線分布との偏差が閾値以上の場合に「安全確認が不十分」であることを表す安全確認度を判定し、当該偏差が閾値より小さい場合に「理想的な安全確認」であることを表す安全確認度を判定する。 For example, the safety confirmation degree determination unit 51 determines a safety confirmation degree indicating that “safety confirmation is insufficient” when the deviation between the ideal gaze distribution and the actual gaze distribution is equal to or greater than a threshold, and the deviation is When it is smaller than the threshold value, the safety confirmation level indicating “ideal safety confirmation” is determined.
 なお、安全確認度は上述した「安全確認が不十分」と「理想的な安全確認」の2段階に限定されるものではなく、3段階以上としてもよい。例えば、理想の視線分布と実際の視線分布との偏差の範囲を0~100とした場合に、0~25を「理想的な安全確認」、26~50を「十分な安全確認」、51~75を「もう少し安全確認が必要」、76~100を「安全確認が不十分」と判定してもよい。 Note that the degree of safety confirmation is not limited to the above two stages of “insufficient safety confirmation” and “ideal safety confirmation”, and may be three or more stages. For example, when the range of deviation between the ideal gaze distribution and the actual gaze distribution is 0 to 100, 0 to 25 is “ideal safety confirmation”, 26 to 50 is “sufficient safety confirmation”, 51 to 75 may be determined as “a little more safety confirmation is required”, and 76 to 100 may be determined as “insufficient safety confirmation”.
 以下の説明では、安全確認度が「理想的な安全確認」である場合(上述の例では偏差の範囲が0~25のとき)、「安全確認度が高い」と表現する。
 一方、安全確認度が「安全確認が不十分」である場合(上述の例では偏差の範囲が76~100のとき)、「安全確認度が低い」と表現する。
In the following description, when the safety confirmation degree is “ideal safety confirmation” (in the above example, when the deviation range is 0 to 25), it is expressed as “high safety confirmation degree”.
On the other hand, when the safety confirmation level is “insufficient safety check” (in the above example, the deviation range is 76 to 100), it is expressed as “low safety check level”.
 留意事項付与部50は、安全運転支援情報に付与する留意事項として、過去の運転と比較して改善したか否かを表すコメントまたは画像等を生成する。図14に、留意事項が付与された安全運転支援情報の表示例を示す。
 留意事項付与部50は、安全確認度判定部51から受け取った安全確認度が高く、安全確認が十分行われている場合には、情報蓄積部20に蓄積されている過去の安全運転支援情報を参照し、同地点を前回走行した際の安全運転支援情報に付与されている安全確認度を確認する。そして留意事項付与部50は、今回と前回の安全確認度を比較して、運転が改善されたか否かを判定し、判定結果に対応したコメント等を生成して、留意事項として今回の安全運転支援情報に付与する。図14の例では運転が改善されたので、「前回よりもよく確認ができています」というコメントが付与されている。また、留意事項付与部50は、前回の視線分布を留意事項として今回の安全運転支援情報に付与し、図14のように前回の視線分布と今回の視線分布を並べて配置してもよい。
The consideration item assigning unit 50 generates a comment, an image, or the like indicating whether or not the improvement has been made compared to the past driving as the consideration item to be added to the safe driving support information. FIG. 14 shows a display example of the safe driving support information to which considerations are given.
When the safety confirmation level received from the safety confirmation level determination unit 51 is high and the safety confirmation has been sufficiently performed, the consideration giving unit 50 displays the past safe driving support information stored in the information storage unit 20. Refer to and confirm the safety confirmation level given to the safe driving support information when traveling the same point last time. Then, the consideration item assigning unit 50 compares the current and previous safety confirmation degrees to determine whether or not the driving has been improved, generates a comment corresponding to the determination result, and the current safe driving as an attention item Give to support information. In the example of FIG. 14, since the driving has been improved, a comment “I can confirm better than the previous time” is given. Further, the notice matter assigning unit 50 may assign the previous gaze distribution as the notice matter to the current safe driving support information, and arrange the previous gaze distribution and the current gaze distribution side by side as shown in FIG.
 表示情報制御部15aは、視線分布比較部14から受け取った安全運転支援情報と安全確認度、および留意事項付与部50が生成した留意事項を紐づけて情報蓄積部20に蓄積する。 The display information control unit 15a associates the safe driving support information received from the line-of-sight distribution comparison unit 14, the safety confirmation degree, and the notes generated by the note addition unit 50 and stores them in the information storage unit 20.
 なお、上記実施の形態1~4の視線分布比較部14は、理想の視線分布と実際の視線分布との偏差が大きく安全確認度が低い場合にのみ安全運転支援情報を生成していた。これに対し、本実施の形態5の視線分布比較部14は、安全確認度が低い場合に加えて、前回の安全確認度が低いが今回の安全確認度が高い場合(つまり運転が改善された場合)にも安全運転支援情報を生成する。そのため、図13に示した構成例では、留意事項付与部50において運転が改善されたと判定された場合に、表示情報制御部15aが視線分布比較部14に対して安全運転支援情報生成の指示を出す構成としている。 Note that the gaze distribution comparison unit 14 of the first to fourth embodiments generates the safe driving support information only when the deviation between the ideal gaze distribution and the actual gaze distribution is large and the degree of safety confirmation is low. In contrast, the line-of-sight distribution comparison unit 14 according to the fifth embodiment has a low safety confirmation degree but a high safety confirmation degree in addition to a low safety confirmation degree (that is, driving has been improved). Case) also generate safe driving support information. For this reason, in the configuration example shown in FIG. 13, when it is determined that the driving has been improved in the notice provision unit 50, the display information control unit 15 a instructs the gaze distribution comparison unit 14 to generate safe driving support information. It is configured to issue.
 次に、図15に示すフローチャートを用いて、実施の形態5の運転支援装置10の動作を説明する。ここで、図15に示すステップST21~ST23,ST25~ST28は、実施の形態2の図6に示したフローチャートと同一であるため説明を省略する。 Next, the operation of the driving support apparatus 10 according to the fifth embodiment will be described using the flowchart shown in FIG. Here, steps ST21 to ST23 and ST25 to ST28 shown in FIG. 15 are the same as the flowchart shown in FIG.
 ステップST51にて、安全確認度判定部51は、所定の運転環境における理想の視線分布と実際の視線分布との偏差を算出して、今回の安全確認度を判定する。今回の安全確認度が低い場合(ステップST51“YES”)、視線分布比較部14は、当該所定の運転環境における車外撮像装置3の車外撮像画像に理想の視線分布と実際の視線分布とを重畳した今回の安全運転支援情報を生成し、表示情報制御部15aに出力する(ステップST25)。今回の安全運転支援情報は情報蓄積部20に蓄積される。 In step ST51, the safety confirmation degree determination unit 51 calculates a deviation between an ideal line-of-sight distribution and an actual line-of-sight distribution in a predetermined driving environment, and determines the current safety confirmation degree. When the current safety confirmation level is low (“YES” in step ST51), the line-of-sight distribution comparison unit 14 superimposes the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside captured image of the vehicle exterior imaging apparatus 3 in the predetermined driving environment. The current safe driving support information is generated and output to the display information control unit 15a (step ST25). The current safe driving support information is stored in the information storage unit 20.
 続くステップST52にて、留意事項付与部50は、情報蓄積部20を参照して、自車の現在位置と同じ地点における過去の安全運転支援情報を抽出し、同地点を前回走行したときの安全確認度が高いか低いかを判定する。 In subsequent step ST52, the consideration assigning unit 50 refers to the information accumulating unit 20, extracts past safe driving support information at the same point as the current position of the host vehicle, and the safety when traveling the same point last time. Determine whether the degree of confirmation is high or low.
 今回の安全確認度は低いが前回の安全確認度は高い場合(ステップST52“NO”)、留意事項付与部50は、今回たまたま安全確認が不十分だったと判定して留意事項の付与は行わず、ステップST26の処理へ進む。なお、初めて走行する地点では前回の安全確認度は存在しないので、その場合も、留意事項付与部50は留意事項の付与を行わずにステップST26の処理へ進む。 When the current safety confirmation level is low but the previous safety confirmation level is high (“NO” in step ST52), the notice matter assigning unit 50 determines that the current safety check is insufficient and does not assign the notice matter. The process proceeds to step ST26. In addition, since the previous safety confirmation degree does not exist at the point where the vehicle travels for the first time, also in this case, the notice matter assigning unit 50 proceeds to the process of step ST26 without assigning the notice matter.
 一方、今回も前回も安全確認度が低い場合(ステップST52“YES”)、留意事項付与部50は、今回の安全運転支援情報に、運転の改善を促す留意事項を付与する(ステップST53)。改善を促す留意事項は今回の安全運転支援情報と共に情報蓄積部20に蓄積される。なお、ステップST52“YES”の場合と同様に、今回の安全確認度は低いが前回の安全確認度は高い場合にも(ステップST52“NO”)、改善を促す留意事項を付与してもよい。 On the other hand, when the degree of safety confirmation is low both in this time and in the previous time (step ST52 “YES”), the notice matter assigning unit 50 assigns a notice matter that prompts improvement of driving to the current safe driving support information (step ST53). Considerations that prompt improvement are stored in the information storage unit 20 together with the current safe driving support information. As in the case of step ST52 “YES”, when the current safety confirmation level is low but the previous safety confirmation level is high (step ST52 “NO”), a notice for promoting improvement may be added. .
 今回の安全確認度が低くない場合(ステップST51“NO”)、留意事項付与部50は、情報蓄積部20を参照して、自車の現在位置と同じ地点における過去の安全運転支援情報を抽出し、同地点を前回走行したときの安全確認度より今回の安全確認度のほうが高いか否かを判定する(ステップST54)。 If the current safety confirmation level is not low (step ST51 “NO”), the consideration assigning unit 50 refers to the information storage unit 20 and extracts past safe driving support information at the same point as the current position of the host vehicle. Then, it is determined whether or not the current safety confirmation level is higher than the safety confirmation level when traveling the same point last time (step ST54).
 留意事項付与部50は、前回より今回の安全確認度が高いと判定した場合(ステップST54“YES”)、今回の安全運転支援情報を生成する指示を視線分布比較部14へ出力する。視線分布比較部14はこの指示に従い、当該所定の運転環境における車外撮像装置3の車外撮像画像に理想の視線分布と実際の視線分布とを重畳した今回の安全運転支援情報を生成し、表示情報制御部15aに出力する(ステップST25)。今回の安全運転支援情報は情報蓄積部20に蓄積される。続くステップST55にて、留意事項付与部50は、今回の安全運転支援情報に、運転が改善したことを示す留意事項を付与する。改善したことを示す留意事項は今回の安全運転支援情報と共に情報蓄積部20に蓄積される。 Note item giving unit 50 outputs an instruction to generate current safe driving support information to line-of-sight distribution comparison unit 14 when it is determined that the current safety confirmation level is higher than the previous time (step ST54 “YES”). In accordance with this instruction, the line-of-sight distribution comparison unit 14 generates the current safe driving support information in which the ideal line-of-sight distribution and the actual line-of-sight distribution are superimposed on the outside-of-vehicle captured image of the outside-of-vehicle imaging device 3 in the predetermined driving environment. It outputs to the control part 15a (step ST25). The current safe driving support information is stored in the information storage unit 20. In continuing step ST55, the consideration matter provision part 50 provides the consideration matter which shows that the driving | operation improved to this safe driving assistance information. The notice items indicating the improvement are stored in the information storage unit 20 together with the current safe driving support information.
 一方、前回より今回の安全確認度が低いか前回と今回の安全確認度が同じと判定した場合、または前回の安全確認度が存在しない場合(ステップST54“NO”)、視線分布比較部14と留意事項付与部50は今回の安全運転支援情報と留意事項を生成せずに、ステップST26の処理へ進む。 On the other hand, if it is determined that the current safety confirmation level is lower than the previous time, or the previous and current safety confirmation levels are the same, or if the previous safety confirmation level does not exist (step ST54 “NO”), the line-of-sight distribution comparison unit 14 and The notice matter assigning unit 50 proceeds to the process of step ST26 without generating the current safe driving support information and the notice matter.
 表示情報制御部15aは、ステップST28にて情報蓄積部20から安全運転支援情報を取得する際、この安全運転支援情報に留意事項が付与されている場合には一緒に取得して表示器1へ出力する。
 なお、表示情報制御部15aは、留意事項のコメント等を表示器1に表示させるだけでなく、不図示のスピーカから音声出力させてもよい。
 また、留意事項付与部50は、自車の現在位置と同じ地点における過去の安全運転支援情報を抽出するだけでなく、類似の地点における過去の安全運転支援情報を抽出してもよい。留意事項付与部50は、例えば、右折地点と左折地点を類似とみなしてもよいし、場所が違う交差点を類似とみなしてもよい。
When acquiring the safe driving support information from the information storage unit 20 in step ST28, the display information control unit 15a acquires the safe driving support information together with a notice when the safe driving support information is given to the display 1. Output.
Note that the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
Further, the notice matter assigning unit 50 may extract not only past safe driving support information at the same point as the current position of the host vehicle but also past safe driving support information at a similar point. For example, the consideration provision unit 50 may regard a right turn point and a left turn point as similar, or may regard an intersection at a different place as similar.
 以上より、実施の形態5によれば、運転支援装置10は、安全運転支援情報を蓄積する情報蓄積部20を備え、表示制御部13は、運転者が留意すべき事項を、情報蓄積部20に蓄積されている過去の安全運転支援情報を用いて生成するようにしたので、過去の運転も踏まえた現在の運転についての留意すべき事項を運転者に知らせることができる。 As described above, according to the fifth embodiment, the driving support device 10 includes the information storage unit 20 that stores the safe driving support information, and the display control unit 13 determines the items that the driver should pay attention to in the information storage unit 20. Since it is generated using the past safe driving support information stored in the vehicle, it is possible to inform the driver of matters to be noted about the current driving based on the past driving.
 また、実施の形態5によれば、表示制御部13は、理想の視線分布および実際の視線分布の一致度合いに基づいて運転者が行った安全確認の程度を表す安全確認度を求め、安全確認度が閾値以下のとき安全運転支援情報を生成するようにしたので、安全確認の程度を踏まえたより細やかな内容の安全運転支援情報を生成することができる。 Further, according to the fifth embodiment, the display control unit 13 obtains a safety confirmation level that represents the degree of safety confirmation performed by the driver based on the degree of coincidence between the ideal gaze distribution and the actual gaze distribution, and the safety confirmation Since the safe driving support information is generated when the degree is less than or equal to the threshold value, it is possible to generate the safe driving support information with more detailed contents based on the degree of safety confirmation.
 また、実施の形態5によれば、運転支援装置10は、安全運転支援情報と安全確認度とを紐づけて蓄積する情報蓄積部20を備え、表示制御部13は、新たに求めた安全確認度と情報蓄積部20に蓄積されている過去の安全運転支援情報の安全確認度とを比較して安全確認の程度が改善したと判定した場合、当該新たに求めた安全確認度が閾値以下でなくとも安全運転支援情報を生成すると判定するようにしたので、安全確認が不十分であった運転者が安全確認を適切に行うようになり運転に改善が見られた場合、運転者に改善を知らせることができる。これにより、より効果的な安全運転教育を行うことができる。 In addition, according to the fifth embodiment, the driving support device 10 includes the information storage unit 20 that stores the safe driving support information and the safety confirmation level in association with each other, and the display control unit 13 newly calculates the safety confirmation. When the degree of safety confirmation is determined to be improved by comparing the degree of safety and the degree of safety confirmation of the past safe driving support information stored in the information storage unit 20, the newly obtained safety confirmation degree is less than the threshold value Since it is determined that the safe driving support information is generated at least, if the driver who had insufficient safety confirmation properly checks the safety and the driving is improved, the driver is improved. I can inform you. Thereby, more effective safe driving education can be performed.
 また、実施の形態5によれば、表示制御部13は、安全確認の程度が改善したことを示す留意事項を生成し、安全運転支援情報と併せて表示器1に表示させるようにしたので、運転者が安全確認を適切に行うようになり運転に改善が見られた場合、運転者を褒めどのように改善されたかを具体的に知らせることができる。これにより、より効果的な安全運転教育を行うことができる。 In addition, according to the fifth embodiment, the display control unit 13 generates a notice indicating that the degree of safety confirmation has been improved, and displays it on the display 1 together with the safe driving support information. If the driver has seen improvements in the operation is as appropriate to confirm safety, it is possible to inform the improved how compliment driver specifically. Thereby, more effective safe driving education can be performed.
実施の形態6.
 上記実施の形態1,2に係る運転支援装置10は、運転者の安全確認が不十分だったときの視線分布を実際の車外撮像画像に重畳して表示器1に表示させるため、運転者は運転中に自身がどこを見ていたのかを知ることができる。しかし、車両前方の車外撮像画像を見ただけでは、安全確認を怠ったときにどのような運転をしていたか思い出せない可能性がある。そこで、本実施の形態6では、安全運転支援情報と併せて運転状態を知らせるようにして、そのときの状況をより鮮明に思い出させる。
Embodiment 6 FIG.
Since the driving support device 10 according to the first and second embodiments causes the line-of-sight distribution when the driver's safety check is insufficient to be superimposed on the actual captured image outside the vehicle and displayed on the display 1, You can know where you were looking while driving. However, there is a possibility that it is impossible to remember what kind of driving was performed when the safety check is neglected only by looking at the image taken outside the vehicle in front of the vehicle. Therefore, in the sixth embodiment, the driving state is notified together with the safe driving support information to remind the situation at that time more clearly.
 図16は、この発明の実施の形態6に係る運転支援装置10の構成例を示すブロック図である。実施の形態6に係る運転支援装置10は、図5に示した実施の形態2の運転支援装置10に対して留意事項付与部60、安全確認度判定部61および運転状態判定部62が追加された構成である。
 図16において図1または図5と同一または相当する部分は、同一の符号を付し説明を省略する。
FIG. 16 is a block diagram showing a configuration example of the driving support apparatus 10 according to Embodiment 6 of the present invention. The driving support device 10 according to the sixth embodiment is provided with a consideration adding unit 60, a safety confirmation degree determining unit 61, and a driving state determining unit 62 with respect to the driving support device 10 according to the second embodiment shown in FIG. It is a configuration.
16 that are the same as or correspond to those in FIG. 1 or FIG.
 また、実施の形態6の運転支援装置10には、外部情報取得装置として車内撮像装置6が接続されている。この車内撮像装置6は、図4に示した入力装置104である。
 車内撮像装置6は、運転者の顔を撮像するカメラであり、車内撮像画像を視線分布比較部14へ出力する。
In addition, an in-vehicle imaging device 6 is connected to the driving support device 10 of the sixth embodiment as an external information acquisition device. This in-vehicle imaging device 6 is the input device 104 shown in FIG.
The vehicle interior imaging device 6 is a camera that captures the driver's face, and outputs the vehicle interior captured image to the line-of-sight distribution comparison unit 14.
 安全確認度判定部61は、上記実施の形態5の安全確認度判定部51と同じ動作を行う。 The safety confirmation level determination unit 61 performs the same operation as the safety confirmation level determination unit 51 of the fifth embodiment.
 運転状態判定部62は、車両の運転状態として、例えば脇見運転、居眠り運転、ならびに急ブレーキおよび急ハンドル等の不安全運転が行われている状態か否かを判定する。これにより、理想の視線分布と実際の視線分布との偏差が大きくなり安全確認度が低くなった原因を判定する。 The driving state determination unit 62 determines whether the driving state of the vehicle is a state in which an unsafe driving such as a side-by-side driving, a snoozing driving, and sudden braking and a steering wheel is performed. As a result, the reason why the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution is large and the safety confirmation level is low is determined.
 脇見運転を判定する場合、運転状態判定部62は、視線分布記憶部11と視線分布出力部12aから受け取った理想の視線分布と実際の視線分布との偏差が予め定められた閾値以上である場合、運転者が脇見運転をしていると判定する。脇見運転を判定するための閾値は、安全運転支援情報の生成有無を判定するための閾値と同じ値であってもよいし、異なる値であってもよい。 When determining the side-view driving, the driving state determination unit 62 is configured such that the deviation between the ideal line-of-sight distribution received from the line-of-sight distribution storage unit 11 and the line-of-sight distribution output unit 12a is greater than or equal to a predetermined threshold. It is determined that the driver is driving aside. The threshold value for determining aside driving may be the same value as the threshold value for determining whether or not safe driving support information is generated, or may be a different value.
 居眠り運転を判定する場合、運転状態判定部62は、車内撮像装置6が撮像する運転者の顔画像を取得し、この顔画像から目の開閉度または瞬き等を検出し、予め定められた閾値と比較して運転者の居眠り運転および居眠り度合いを判定する。
 また、運転状態判定部62は、視線分布出力部12aを経由して視線情報を取得し、運転者の視線が所定時間(例えば、0.5秒)検出されなかった場合に居眠り運転と判定してもよい。
When determining the drowsy driving, the driving state determination unit 62 acquires the driver's face image captured by the in-vehicle imaging device 6, detects the degree of eye open / close or blinks, etc. from the face image, and sets a predetermined threshold value. And the driver's drowsy driving and the degree of dozing are determined.
The driving state determination unit 62 acquires line-of-sight information via the line-of-sight distribution output unit 12a, and determines that the driver is dozing when the driver's line of sight is not detected for a predetermined time (for example, 0.5 seconds). May be.
 不安全運転として例えば急ブレーキを判定する場合、運転状態判定部62は、車両情報取得装置5から車両情報を取得し、自車の減速度が予め定められた閾値以上の場合に急ブレーキと判定する。反対に、減速度が予め定められた閾値より小さい場合、理想的なブレーキと判定する。 For example, when determining sudden braking as unsafe driving, the driving state determination unit 62 acquires vehicle information from the vehicle information acquisition device 5, and determines that braking is sudden when the deceleration of the host vehicle is equal to or greater than a predetermined threshold. To do. On the other hand, when the deceleration is smaller than a predetermined threshold, it is determined that the brake is ideal.
 視線分布比較部14は、安全確認度判定部61が判定した安全確認度と、運転状態判定部62が判定した運転状態とを、安全運転支援情報と共に表示情報制御部15aへ出力する。
 なお、上記説明では運転状態の例として脇見運転、居眠り運転および不安全運転の3種類を示したが、この3種類に限定されるものではない。
The line-of-sight distribution comparison unit 14 outputs the safety confirmation degree determined by the safety confirmation degree determination unit 61 and the driving state determined by the driving state determination unit 62 to the display information control unit 15a together with the safe driving support information.
In the above description, three types of driving operation such as aside driving, dozing operation, and unsafe driving are shown, but the present invention is not limited to these three types.
 留意事項付与部60は、安全確認度が低い場合に、安全運転支援情報に付与する留意事項として、安全確認度が低かったときの運転状態を説明したり改善方法を説明したりするコメントまたは画像等を生成する。図17に、留意事項が付与された安全運転支援情報の表示例を示す。 The consideration item assigning unit 60 provides a comment or an image that explains the driving state or the improvement method when the safety confirmation level is low as the consideration items to be given to the safe driving support information when the safety confirmation level is low. And so on. FIG. 17 shows a display example of the safe driving support information to which considerations are given.
 図17(a)は、運転状態判定部62が急ブレーキを判定した場合の安全運転支援情報と留意事項を示す表示例である。運転状態判定部62において急ブレーキと判定された場合、留意事項付与部60は、例えば情報蓄積部20に蓄積されている過去の安全運転支援情報を参照し、同地点または類似の地点で急ブレーキと判定された回数を検出して、急ブレーキを行った回数と「見通しが悪いので気を付けましょう」といったコメント等を留意事項として今回の安全運転支援情報に付与する。また、例えば留意事項付与部60は、急ブレーキと判定されたときの車外撮像画像から急ブレーキの原因となったものを検出して原因物を強調表示する画像を生成して留意事項とする。 FIG. 17A is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines sudden braking. When the driving state determination unit 62 determines that the brake is abrupt, the attention matter giving unit 60 refers to, for example, past safe driving support information stored in the information storage unit 20 and suddenly brakes at the same point or a similar point. The number of times of sudden braking was detected and a comment such as “Let's be careful because the prospect is bad” is added to the current safe driving support information as considerations. Further, for example, the notice matter assigning unit 60 detects an image that causes a sudden brake from an image picked up outside the vehicle when it is determined that the brake is suddenly generated, and generates an image that highlights the cause to be the matter to be taken care of.
 図17(b)は、運転状態判定部62が脇見運転を判定した場合の安全運転支援情報と留意事項を示す表示例である。運転状態判定部62において脇見運転と判定された場合、留意事項付与部60は、例えば情報蓄積部20に蓄積されている過去の安全運転支援情報を参照し、同地点もしくは類似の地点、または現在から所定時間前までの期間において脇見運転と判定された回数を検出して、脇見運転を行った回数と「直進時の脇見に気を付けましょう」といったコメント等を留意事項として今回の安全運転支援情報に付与する。 FIG. 17 (b) is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines a sideward driving. When the driving state determination unit 62 determines that the driver is looking aside, for example, the attention provision unit 60 refers to past safe driving support information stored in the information storage unit 20, and the same point or a similar point, or the current point The number of times that it was determined to be aside-run driving during the period from the start to the specified time, and the number of times that the side-run operation was performed and comments such as “Let's watch out for aside when going straight” are important points to consider this time. Give to support information.
 図17(c)は、運転状態判定部62が居眠り運転を判定した場合の安全運転支援情報と留意事項を示す表示例である。運転状態判定部62において居眠り運転と判定された場合、留意事項付与部60は、例えば情報蓄積部20に蓄積されている過去の安全運転支援情報を参照し、同地点もしくは類似の地点、または現在から所定時間前までの期間において居眠り運転と判定された回数を検出して、居眠り運転を行った回数と「もう少し休憩を取るようにしましょう」といったコメント等を留意事項として今回の安全運転支援情報に付与する。また、例えば留意事項付与部60は、運転状態判定部62から脇見運転と判定されたときの車内撮像画像を受け取って留意事項とする。 FIG. 17 (c) is a display example showing safe driving support information and points to be noted when the driving state determination unit 62 determines a drowsy driving. When it is determined that the driving state determination unit 62 is a snoozing driving, the attention matter giving unit 60 refers to the past safe driving support information stored in the information storage unit 20, for example, the same point or a similar point, or the current point This time, the number of times that it was determined to be a nap driving during the period from the first to the previous time is detected, and the safe driving support information of this time with the number of times of the nap driving and comments such as "Let's take a break a little more" To grant. In addition, for example, the notice matter assigning unit 60 receives the in-vehicle captured image when it is determined that the driver is looking aside from the driving state determination unit 62 and takes it as a note matter.
 表示情報制御部15aは、視線分布比較部14から受け取った安全運転支援情報と安全確認度と運転状態と、留意事項付与部60が生成した留意事項とを紐づけて情報蓄積部20に蓄積する。 The display information control unit 15a associates the safe driving support information received from the line-of-sight distribution comparison unit 14, the degree of safety confirmation, the driving state, and the notice items generated by the notice item assigning unit 60 and accumulates them in the information storage unit 20. .
 次に、図18に示すフローチャートを用いて、実施の形態6の運転支援装置10の動作を説明する。ここで、図18に示すステップST21~ST23,ST25~ST28は、実施の形態2の図6に示したフローチャートと同一であるため説明を省略する。 Next, the operation of the driving support apparatus 10 according to the sixth embodiment will be described using the flowchart shown in FIG. Here, steps ST21 to ST23 and ST25 to ST28 shown in FIG. 18 are the same as the flowchart shown in FIG.
 ステップST61にて、安全確認度判定部61は、所定の運転環境における理想の視線分布と実際の視線分布との偏差を算出して、今回の安全確認度を判定する。今回の安全確認度が低い場合(ステップST61“YES”)、視線分布比較部14は、当該所定の運転環境における車外撮像装置3の車外撮像画像に理想の視線分布と実際の視線分布とを重畳した今回の安全運転支援情報を生成する(ステップST25)。一方、今回の安全確認度が低くない場合(ステップST61“NO”)、視線分布比較部14と留意事項付与部60は安全運転支援情報と留意事項を生成せず、ステップST26の処理へ進む。 In step ST61, the safety confirmation degree determination unit 61 calculates the deviation between the ideal line-of-sight distribution and the actual line-of-sight distribution in a predetermined driving environment, and determines the current safety confirmation degree. When the current safety confirmation level is low (“YES” in step ST61), the line-of-sight distribution comparison unit 14 superimposes the ideal line-of-sight distribution and the actual line-of-sight distribution on the vehicle outside captured image of the vehicle exterior imaging apparatus 3 in the predetermined driving environment. The current safe driving support information is generated (step ST25). On the other hand, when the degree of safety confirmation this time is not low (step ST61 “NO”), the line-of-sight distribution comparison unit 14 and the attention item assigning unit 60 do not generate the safe driving support information and the attention item, and the process proceeds to step ST26.
 続くステップST62にて、運転状態判定部62は、理想の視線分布と実際の視線分布とを用いて、脇見運転が行われたか否かを判定する。運転状態判定部62が脇見運転が行われたと判定した場合(ステップST62“YES”)、視線分布比較部14は今回の安全運転支援情報と脇見運転の判定結果と安全確認度等を、表示情報制御部15aへ出力する。続いて留意事項付与部60は、図17(b)に示したような脇見運転の内容を説明する留意事項を生成し、今回の安全運転支援情報に付与する(ステップST63)。表示情報制御部15aは、今回の安全運転支援情報と留意事項と安全確認度等を情報蓄積部20に蓄積する。 In subsequent step ST62, the driving state determination unit 62 determines whether or not the side-view driving has been performed using the ideal line-of-sight distribution and the actual line-of-sight distribution. When the driving state determination unit 62 determines that the armpit driving has been performed (step ST62 “YES”), the line-of-sight distribution comparison unit 14 displays the current safe driving support information, the determination result of the armpit driving, the degree of safety confirmation, etc. Output to the control unit 15a. Subsequently, the notice matter assigning unit 60 generates a notice matter explaining the contents of the side-view driving as shown in FIG. 17B and assigns it to the current safe driving support information (step ST63). The display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
 脇見運転ではない場合(ステップST62“NO”)、続くステップST64にて運転状態判定部62は、車内撮像装置6が撮像した車内撮像画像等を用いて、居眠り運転が行われたか否かを判定する。運転状態判定部62が居眠り運転が行われたと判定した場合(ステップST64“YES”)、視線分布比較部14は今回の安全運転支援情報と居眠り運転の判定結果と安全確認度等を、表示情報制御部15aへ出力する。続いて留意事項付与部60は、図17(c)に示したような居眠り運転の内容を説明する留意事項を生成し、今回の安全運転支援情報に付与する(ステップST65)。表示情報制御部15aは、今回の安全運転支援情報と留意事項と安全確認度等を情報蓄積部20に蓄積する。 When it is not a side-view driving (step ST62 “NO”), in the following step ST64, the driving state determination unit 62 determines whether or not the drowsy driving has been performed using the in-vehicle image captured by the in-vehicle imaging device 6 or the like. To do. When the driving state determination unit 62 determines that the drowsy driving has been performed (step ST64 “YES”), the line-of-sight distribution comparison unit 14 displays the current safe driving support information, the determination result of the dozing driving, the safety confirmation degree, and the like as display information. Output to the control unit 15a. Subsequently, the notice matter assigning unit 60 generates a notice matter explaining the contents of the sleep driving as shown in FIG. 17C, and assigns it to the current safe driving support information (step ST65). The display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
 居眠り運転ではない場合(ステップST64“NO”)、続くステップST66にて運転状態判定部62は、車両情報取得装置5の車両情報を用いて、急ブレーキまたは急ハンドル等の不安全運転が行われたか否かを判定する。運転状態判定部62が不安全運転が行われたと判定した場合(ステップST66“YES”)、視線分布比較部14は今回の安全運転支援情報と不安全運転の判定結果と安全確認度等を、表示情報制御部15aへ出力する。続いて留意事項付与部60は、図17(a)に示したような不安全運転の内容を説明する留意事項を生成し、今回の安全運転支援情報に付与する(ステップST67)。表示情報制御部15aは、今回の安全運転支援情報と留意事項と安全確認度等を情報蓄積部20に蓄積する。 If it is not a drowsy driving (step ST64 “NO”), in the subsequent step ST66, the driving state determination unit 62 uses the vehicle information of the vehicle information acquisition device 5 to perform an unsafe driving such as a sudden brake or a sudden handle. It is determined whether or not. When the driving state determination unit 62 determines that unsafe driving has been performed (step ST66 “YES”), the line-of-sight distribution comparison unit 14 indicates the current safe driving support information, the determination result of unsafe driving, the degree of safety confirmation, and the like. It outputs to the display information control part 15a. Subsequently, the notice matter assigning unit 60 generates a notice matter explaining the contents of the unsafe driving as shown in FIG. 17A and assigns it to the current safe driving support information (step ST67). The display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
 不安全運転ではない場合(ステップST66“NO”)、視線分布比較部14は今回の安全運転支援情報と安全確認度等を表示情報制御部15aへ出力する。続いて留意事項付与部60は、例えば図8に示したような安全確認不足の内容を説明する留意事項を生成し、今回の安全運転支援情報に付与する(ステップST68)。表示情報制御部15aは、今回の安全運転支援情報と留意事項と安全確認度等を情報蓄積部20に蓄積する。 When it is not unsafe driving (step ST66 “NO”), the line-of-sight distribution comparison unit 14 outputs the current safe driving support information, the degree of safety confirmation, and the like to the display information control unit 15a. Subsequently, the notice matter assigning unit 60 generates, for example, a notice matter explaining the content of insufficient safety confirmation as shown in FIG. 8, and assigns it to the current safe driving support information (step ST68). The display information control unit 15a stores the current safe driving support information, points to be noted, a safety confirmation degree, and the like in the information storage unit 20.
 表示情報制御部15aは、ステップST28にて情報蓄積部20から安全運転支援情報を取得する際にこの安全運転支援情報に付与されている留意事項も一緒に取得して、表示器1へ出力する。
 なお、表示情報制御部15aは、留意事項のコメント等を表示器1に表示させるだけでなく、不図示のスピーカから音声出力させてもよい。
When acquiring the safe driving support information from the information storage unit 20 in step ST <b> 28, the display information control unit 15 a also acquires the notes given to the safe driving support information together and outputs them to the display 1. .
Note that the display information control unit 15a may not only display a comment or the like on the display item 1 on the display unit 1 but also output a voice from a speaker (not shown).
 なお、図18のフローチャートでは、運転状態判定部62が脇見運転、居眠り運転、不安全運転の順に運転状態を判定したが、判定の順番は自由である。 In the flowchart of FIG. 18, the driving state determination unit 62 determines the driving state in the order of aside driving, dozing operation, and unsafe driving, but the determination order is arbitrary.
 以上より、実施の形態6によれば、表示制御部13は、理想の視線分布および実際の視線分布の一致度合いが閾値以下のとき安全運転支援情報を生成すると判定すると共に、当該一致度合いが閾値以下になった原因を判定し、判定した原因を運転者が留意すべき事項として安全運転支援情報と併せて表示器1に表示させるようにしたので、運転者に、居眠り運転および脇見運転等の危険な運転をしているときの実際の状況を、より鮮明に思い出させることができる。これにより、より効果的な安全運転教育を行うことができる。 As described above, according to the sixth embodiment, the display control unit 13 determines that the safe driving support information is generated when the degree of coincidence between the ideal line-of-sight distribution and the actual line-of-sight distribution is equal to or less than the threshold, and the degree of coincidence is the threshold. Since the cause which became below was judged and it was made to display on the indicator 1 with the safe driving assistance information as a matter which the driver should pay attention to, it is possible for the driver The actual situation when driving dangerously can be reminded more clearly. Thereby, more effective safe driving education can be performed.
 なお、上記実施の形態3~6で説明した留意事項付与部30,40,50,60の各機能は自由に組み合わせ可能である。
 例えば、実施の形態6の留意事項付与部60に対して、実施の形態4の留意事項付与部40の機能を組み合わせて、図19(a)のように急ブレーキが発生した地点の地図画像を留意事項として付与したり、図19(b)のように脇見運転が行われた地点の地図画像を留意事項として付与したり、図19(c)のように居眠り運転が行われた地点の地図画像を留意事項として付与したりしてもよい。
 また、例えば実施の形態6の留意事項付与部60に対して、実施の形態5の留意事項付与部50の機能を組み合わせて、今回急ブレーキが発生した地点で前回走行時にも急ブレーキが発生していた場合に改善を促す留意事項を付与したり、前回走行時に急ブレーキが発生していた地点で今回は急ブレーキが発生しなかった場合に改善したことを示す留意事項を付与したりしてもよい。
It should be noted that the functions of the consideration assigning units 30, 40, 50, 60 described in the third to sixth embodiments can be freely combined.
For example, a map image of a point where sudden braking has occurred as shown in FIG. 19A is obtained by combining the function of the notice matter giving unit 40 of the fourth embodiment with the notice matter giving unit 60 of the sixth embodiment. A map of a point where a dashing operation was performed as shown in FIG. 19 (c), or a map image of a point where a side-viewing operation was performed as shown in FIG. 19 (b). An image may be given as a notice item.
In addition, for example, when the function of the notice matter giving unit 50 according to the fifth embodiment is combined with the notice matter giving part 60 according to the sixth embodiment, the sudden brake occurs at the point where the sudden brake has occurred this time. If there was a sudden braking at the time of the previous run, this time a warning was given to indicate that the improvement was made when there was no sudden braking. Also good.
 また、上記実施の形態1~6において、表示情報制御部15,15aが情報蓄積部20に蓄積されている安全運転支援情報を表示器1に表示させる際に、例えば走行した経路に沿って順番に安全運転支援情報を表示させたり、安全確認度が低い安全運転支援情報から順番に表示させたりしてもよい。また、全ての安全運転支援情報を表示させるのではなく、例えば安全確認度が低いものから順に所定数の安全運転支援情報を表示させたりしてもよい。 In the first to sixth embodiments, when the display information control units 15 and 15a display the safe driving support information stored in the information storage unit 20 on the display 1, for example, in order along the traveled route. The safe driving support information may be displayed, or the safe driving support information having a low safety confirmation level may be displayed in order. Also, instead of displaying all the safe driving support information, for example, a predetermined number of safe driving support information may be displayed in order from the lowest safety confirmation level.
 上記以外にも、本発明はその発明の範囲内において、各実施の形態の自由な組み合わせ、各実施の形態の任意の構成要素の変形、または各実施の形態の任意の構成要素の省略が可能である。 In addition to the above, within the scope of the present invention, the present invention can freely combine each embodiment, modify any component of each embodiment, or omit any component of each embodiment. It is.
 この発明に係る運転支援装置は、車両の前方風景を含む車外撮像画像に実際の視線分布を重畳した安全運転支援情報を運転者に提示するようにしたので、安全運転教育を行う運転支援装置などに用いるのに適している。 The driving support apparatus according to the present invention presents the driver with safe driving support information in which an actual line-of-sight distribution is superimposed on an outside-vehicle captured image including a front landscape of the vehicle. Suitable for use in.
 1 表示器、2 視線検出装置、3 車外撮像装置、4 地図情報取得装置、5 車両情報取得装置、6 車内撮像装置、10 運転支援装置、11 視線分布記憶部、12,12a 視線分布出力部、13 表示制御部、14 視線分布比較部、15,15a 表示情報制御部、20 情報蓄積部、30,40,50,60 留意事項付与部、51,61 安全確認度判定部、62 運転状態判定部、100 バス、101 CPU、102 ROM、103 RAM、104 入力装置、105 外部記憶装置、106 出力装置。 DESCRIPTION OF SYMBOLS 1 Display device, 2 Eye-gaze detection apparatus, 3 Outside imaging device, 4 Map information acquisition device, 5 Vehicle information acquisition device, 6 In-vehicle imaging device, 10 Driving support device, 11 Eye-gaze distribution storage part, 12, 12a Eye-gaze distribution output part, 13 Display control unit, 14 Line-of-sight distribution comparison unit, 15, 15a Display information control unit, 20 Information storage unit, 30, 40, 50, 60 Notes assignment unit, 51, 61 Safety confirmation level determination unit, 62 Driving state determination unit , 100 bus, 101 CPU, 102 ROM, 103 RAM, 104 input device, 105 external storage device, 106 output device.

Claims (14)

  1.  運転者の実際の視線分布を出力する視線分布出力部と、
     理想の視線分布を記憶している視線分布記憶部と、
     前記実際の視線分布および前記理想の視線分布の一致度合いに基づいて安全運転支援情報を生成するか否かを判定し、生成すると判定した場合に車両の前方風景を含む車外撮像画像に前記実際の視線分布を重畳した安全運転支援情報を生成し、表示器に表示させる表示制御部とを備える運転支援装置。
    A gaze distribution output unit that outputs the actual gaze distribution of the driver;
    A line-of-sight distribution storage unit storing an ideal line-of-sight distribution;
    It is determined whether to generate safe driving support information based on the degree of coincidence between the actual line-of-sight distribution and the ideal line-of-sight distribution, and when it is determined to generate the actual line-of-sight image, A driving support apparatus comprising: a display control unit that generates safe driving support information on which a line-of-sight distribution is superimposed and displays the information on a display.
  2.  前記表示制御部は、前記理想の視線分布を前記安全運転支援情報と併せて前記表示器に表示させることを特徴とする請求項1記載の運転支援装置。 The driving support apparatus according to claim 1, wherein the display control unit causes the display to display the ideal line-of-sight distribution together with the safe driving support information.
  3.  前記表示制御部は、前記運転者が留意すべき事項を前記安全運転支援情報と併せて前記表示器に表示させることを特徴とする請求項1記載の運転支援装置。 2. The driving support apparatus according to claim 1, wherein the display control unit causes the display to display a matter to be noted by the driver together with the safe driving support information.
  4.  前記安全運転支援情報を蓄積する情報蓄積部を備え、
     前記表示制御部は、前記運転者が留意すべき事項を、前記情報蓄積部に蓄積されている過去の安全運転支援情報を用いて生成することを特徴とする請求項3記載の運転支援装置。
    An information storage unit for storing the safe driving support information;
    4. The driving support apparatus according to claim 3, wherein the display control unit generates items that the driver should pay attention to using past safe driving support information stored in the information storage unit.
  5.  前記運転者が留意すべき事項は、前記表示制御部が生成した前記安全運転支援情報の対象となる地点を示す地図画像であることを特徴とする請求項3記載の運転支援装置。 4. The driving support apparatus according to claim 3, wherein the matter to be noted by the driver is a map image indicating a point that is the target of the safe driving support information generated by the display control unit.
  6.  前記表示制御部は、安全運転支援情報を生成すると判定した場合に、前記車両が予め定められた地点を走行していた期間または予め定められた運転状態になっていた期間に撮像された前記車外撮像画像と前記視線分布出力部から出力された前記実際の視線分布とを用いて前記安全運転支援情報を生成することを特徴とする請求項1記載の運転支援装置。 When it is determined that the safe driving support information is generated, the display control unit captures the outside of the vehicle imaged during a period in which the vehicle is traveling in a predetermined point or in a predetermined driving state. The driving support apparatus according to claim 1, wherein the safe driving support information is generated using a captured image and the actual line-of-sight distribution output from the line-of-sight distribution output unit.
  7.  前記予め定められた運転状態とは、脇見運転、居眠り運転、急ハンドルまたは急ブレーキが行われている状態のうちの少なくとも1つであることを特徴とする請求項6記載の運転支援装置。 The driving support device according to claim 6, wherein the predetermined driving state is at least one of a state in which aside driving, snoozing driving, sudden steering, or sudden braking is performed.
  8.  前記表示制御部は、前記実際の視線分布および前記理想の視線分布の一致度合いが閾値以下のとき前記安全運転支援情報を生成すると判定すると共に、当該一致度合いが閾値以下になった原因を判定し、判定した原因を前記運転者が留意すべき事項として前記安全運転支援情報と併せて前記表示器に表示させることを特徴とする請求項3記載の運転支援装置。 The display control unit determines that the safe driving support information is generated when a degree of coincidence between the actual line-of-sight distribution and the ideal line-of-sight distribution is equal to or less than a threshold value, and determines a cause of the degree of coincidence being equal to or less than the threshold value. 4. The driving support apparatus according to claim 3, wherein the determined cause is displayed on the display unit together with the safe driving support information as a matter to be noted by the driver.
  9.  前記表示制御部は、前記実際の視線分布および前記理想の視線分布の一致度合いが閾値以下になった原因が、脇見運転、居眠り運転、急ハンドルまたは急ブレーキのうちの少なくとも1つであるか否かを判定することを特徴とする請求項8記載の運転支援装置。 The display control unit determines whether or not the cause that the degree of coincidence between the actual line-of-sight distribution and the ideal line-of-sight distribution is equal to or less than a threshold value is at least one of side-by-side driving, snoozing driving, sudden steering, or sudden braking. The driving support device according to claim 8, further comprising:
  10.  前記安全運転支援情報を蓄積する情報蓄積部を備え、
     前記表示制御部は、前記車両が駐車した場合に、前記情報蓄積部に蓄積されている安全運転支援情報を前記表示器に表示させることを特徴とする請求項1記載の運転支援装置。
    An information storage unit for storing the safe driving support information;
    The driving support apparatus according to claim 1, wherein the display control unit displays the safe driving support information stored in the information storage unit on the display when the vehicle is parked.
  11.  前記表示制御部は、前記実際の視線分布および前記理想の視線分布の一致度合いに基づいて前記運転者が行った安全確認の程度を表す安全確認度を求め、前記安全確認度が閾値以下のとき前記安全運転支援情報を生成すると判定することを特徴とする請求項1記載の運転支援装置。 The display control unit obtains a safety confirmation degree indicating a degree of safety confirmation performed by the driver based on a degree of coincidence between the actual eye gaze distribution and the ideal gaze distribution, and the safety confirmation degree is equal to or less than a threshold value. The driving support device according to claim 1, wherein the driving support device is determined to generate the safe driving support information.
  12.  前記安全運転支援情報と前記安全確認度とを紐づけて蓄積する情報蓄積部を備え、
     前記表示制御部は、新たに求めた安全確認度と前記情報蓄積部に蓄積されている過去の安全運転支援情報の安全確認度とを比較して安全確認の程度が改善したと判定した場合、当該新たに求めた安全確認度が前記閾値以下でなくとも安全運転支援情報を生成すると判定することを特徴とする請求項11記載の運転支援装置。
    An information storage unit that stores the safe driving support information and the safety confirmation level in association with each other;
    When the display control unit determines that the degree of safety confirmation is improved by comparing the newly obtained safety confirmation degree with the safety confirmation degree of past safe driving support information stored in the information storage unit, The driving support device according to claim 11, wherein it is determined that the safe driving support information is generated even if the newly obtained safety confirmation degree is not equal to or less than the threshold value.
  13.  前記表示制御部は、安全確認の程度が改善したことを示す情報を生成し、前記安全運転支援情報と併せて前記表示器に表示させることを特徴とする請求項12記載の運転支援装置。 13. The driving support apparatus according to claim 12, wherein the display control unit generates information indicating that the degree of safety confirmation has been improved, and causes the display to display the information together with the safe driving support information.
  14.  前記視線分布出力部は、前記運転者の顔の向きに基づいて推定された視線情報から、前記実際の視線分布を生成することを特徴とする請求項1記載の運転支援装置。 The driving assistance device according to claim 1, wherein the line-of-sight distribution output unit generates the actual line-of-sight distribution from line-of-sight information estimated based on a direction of the driver's face.
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