KR101747761B1 - Obstacle detecting device and moving object provided therewith - Google Patents
Obstacle detecting device and moving object provided therewith Download PDFInfo
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- KR101747761B1 KR101747761B1 KR1020160022324A KR20160022324A KR101747761B1 KR 101747761 B1 KR101747761 B1 KR 101747761B1 KR 1020160022324 A KR1020160022324 A KR 1020160022324A KR 20160022324 A KR20160022324 A KR 20160022324A KR 101747761 B1 KR101747761 B1 KR 101747761B1
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R21/00—Arrangements or fittings on vehicles for protecting or preventing injuries to occupants or pedestrians in case of accidents or other traffic risks
- B60R21/01—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents
- B60R21/013—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents including means for detecting collisions, impending collisions or roll-over
- B60R21/0134—Electrical circuits for triggering passive safety arrangements, e.g. airbags, safety belt tighteners, in case of vehicle accidents or impending vehicle accidents including means for detecting collisions, impending collisions or roll-over responsive to imminent contact with an obstacle, e.g. using radar systems
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60Q—ARRANGEMENT OF SIGNALLING OR LIGHTING DEVICES, THE MOUNTING OR SUPPORTING THEREOF OR CIRCUITS THEREFOR, FOR VEHICLES IN GENERAL
- B60Q5/00—Arrangement or adaptation of acoustic signal devices
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0212—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
- G05D1/0214—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory in accordance with safety or protection criteria, e.g. avoiding hazardous areas
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0212—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
- G05D1/0223—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory involving speed control of the vehicle
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0231—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
- G05D1/0246—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means
- G05D1/0251—Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using a video camera in combination with image processing means extracting 3D information from a plurality of images taken from different locations, e.g. stereo vision
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- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0257—Control of position or course in two dimensions specially adapted to land vehicles using a radar
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- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
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- B60R2300/00—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
- B60R2300/10—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of camera system used
- B60R2300/107—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of camera system used using stereoscopic cameras
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- B60R2300/00—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle
- B60R2300/30—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of image processing
- B60R2300/301—Details of viewing arrangements using cameras and displays, specially adapted for use in a vehicle characterised by the type of image processing combining image information with other obstacle sensor information, e.g. using RADAR/LIDAR/SONAR sensors for estimating risk of collision
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Abstract
A distance information detecting section 21 for detecting distance information to an object in front of the vehicle 1, a parallax image generating section 23 for creating a parallax image in front of the vehicle 1, A position information storage section 25 mainly storing position information mainly specifying the main body Tr on the parallax image in accordance with the position of the vehicle 1 of the vehicle 1; A main parallax image extracting unit 66 for extracting a parallax image mainly on the (Tr) basis from the estimated position and mainly the positional information, and a main parallax image extracting unit 66 for predicting an obstacle And the position information is mainly the obstacle detection device 56 which is specified by the distance information and the coordinate information in the horizontal direction of the vehicle 1. The obstacle detection device 31 '
Description
The present invention relates to an obstacle detection device and a mobile body having the obstacle detection device.
Golf carts that run on predetermined courses within a golf course may have autonomous driving capabilities. The autonomous travel is performed by detecting a magnetic field generated from the electromagnetic induction line. In addition, a person traversing a work vehicle or a main body mainly exists as an obstacle to a golf cart. It is necessary to detect these obstacles when autonomously driving without a driver. There is also an obstacle detecting device for detecting an obstacle in front of the golf cart by providing an obstacle sensor using ultrasonic waves or the like on the front surface of the golf cart.
Conventional obstacle detection devices often detect an object that is not in the image as an obstacle, and consequently control the golf cart to decelerate. Therefore, in the technique of
The technology of
In
However, since the traveling road surface in the three-dimensional image is specified using three-dimensional data, the CPU of the obstacle detecting apparatus is subjected to a calculation load and requires calculation time. If the computation time increases, the moving object travels, and therefore, the distance from the obstacle approaches and the possibility of contact with the obstacle increases. In addition, in the case of a vehicle apparatus that passes through a side of a tree just like a golf course, when the estimated error of the current position is large, a case occurs in which the surrounding trees are judged as obstacles in the main body and stopped. Therefore, it is necessary to be able to estimate the current position with high accuracy. In
SUMMARY OF THE INVENTION The present invention has been made in view of such circumstances, and an object of the present invention is to provide an obstacle detection device for mainly detecting an obstacle in an image by reducing the amount of computation and a moving object having the obstacle detection device.
In order to achieve the above object, the present invention has the following configuration.
That is, the first invention of the present invention is an obstacle detecting device mounted on a moving body traveling on a predetermined main road, comprising: a distance information detecting section for detecting distance information from the obstacle detecting device to an object ahead of the moving object; A three-dimensional information generating unit for generating three-dimensional information in front of the mobile body based on the information; a storage unit for storing position information mainly based on the position of the mobile body from a predetermined position; A three-dimensional information extracting unit for extracting three-dimensional information of a main image in the three-dimensional information on the basis of the position information, And an obstacle detection unit for detecting an obstacle in the moving direction of the moving object, It is specified by the coordinate information.
According to the present invention, the distance information detecting unit detects distance information from the obstacle detecting device to an object in front of the moving object. The three-dimensional information generation unit generates three-dimensional information in front of the moving object based on the detected distance information. The storage unit mainly stores position information that specifies the main image of the three-dimensional information according to the position of the moving object from a predetermined position. The position estimating unit mainly estimates the position of the moving object on the image. The three-dimensional information extracting unit mainly extracts the three-dimensional information of the three-dimensional information mainly from the estimated position and mainly the position information. The obstacle detection unit mainly detects the obstacle based on the three-dimensional information of the image.
Since the position information mainly used for extracting the three-dimensional information of the image is two-dimensional information of the distance information and the coordinate information in the horizontal direction of the moving object, it is possible to reduce the amount of information to be handled, The computation load can be reduced. This makes it possible to shorten the calculation time and to judge whether or not the obstacle is mainly on the time when the distance from the obstacle is secured, and it is possible to improve the avoidance of contact with the obstacle.
It is also preferable to provide a person judging section which judges whether or not the obstacle mainly is the person. Or a person judging section for judging whether or not the obstacle determined to be mainly on the person is a person. By narrowing human detection to mainly an obstacle, it is possible to shorten the processing time for human detection. In addition, since no person on the far side from the moving body is not detected, the moving body can smoothly run.
And an extended area three-dimensional information extracting unit for extracting three-dimensional information in a mainly extended area, which is a predetermined area adjacent to the main area based mainly on the positional information, It is preferable that the obstacle detecting unit detects the obstacle and the person judging unit judges whether or not the obstacle detected in the mainly extending area is a person. This makes it possible to improve the detection rate for a person in the vicinity of both ends in the width direction of the main body, which is likely to be confused with surrounding trees.
An extension area three-dimensional information extraction unit for extracting three-dimensional information mainly in an extension area, which is a predetermined area adjacent to the main area based mainly on the position information; And a person detecting unit for detecting a person. It is possible to shorten the processing time of human detection by performing human detection within a wider range as a predetermined region in the specified main body. In addition, since a person in the vicinity of the main body can be detected, a person who intends to enter the main body can be detected. This can improve the avoidance of contact with a person. In addition, since the obstacle detecting portion and the human detecting portion are provided separately, it is difficult to determine the possibility of contact with the obstacle on the main image having a high possibility of contact, and in the vicinity of both ends in the width direction You can do different things for a person.
A second invention of the present invention is a obstacle detecting device mounted on a moving body traveling on a predetermined main road, comprising: a distance information detecting section for detecting distance information from the obstacle detecting device to an object ahead of the moving object; A three-dimensional information generating unit for generating three-dimensional information in front of the moving body on the basis of the position of the moving object from the predetermined position; , A position estimation unit for estimating a position of the moving object on the principal plane, a main specifying unit for specifying a principal in the three-dimensional information by the estimated position and mainly the position information, An obstacle detection unit for detecting an obstacle based on the detected obstacle, Having determined the determination portion, the predominantly position information is specified by the coordinate information of the horizontal direction of the distance information and the mobile body.
According to the present invention, the distance information detecting unit detects distance information from the obstacle detecting device to an object in front of the moving object. The three-dimensional information generation unit generates three-dimensional information in front of the moving object based on the detected distance information. The storage unit mainly stores position information that specifies the main image of the three-dimensional information according to the position of the moving object from a predetermined position. The position estimating unit mainly estimates the position of the moving object on the image. The specific part mainly specifies the principal in the three-dimensional information by the estimated position and mainly the position information. The obstacle detection unit detects obstacles based on the three-dimensional information. The judgment unit judges whether or not the detected obstacle is on the specified principal.
Since the position information mainly specifying the three-dimensional information image is two-dimensional information of the distance information and the coordinate information in the horizontal direction of the moving object, it is possible to reduce the amount of information to be handled, Can be reduced. This makes it possible to shorten the calculation time and to judge whether or not the obstacle is mainly on the time when the distance from the obstacle is secured, and it is possible to improve the avoidance of contact with the obstacle.
The apparatus may further include an area specifying unit that specifies a main area, which is a predetermined area adjacent to the specified main area, and the determining unit determines whether or not the detected obstacle is on the specified main expansion area, It is preferable that the person judging unit judges whether or not the obstacle determined to be on the extended area is a person. This makes it possible to improve the detection rate for a person in the vicinity of both ends in the width direction of the main body, which is likely to be confused with surrounding trees.
It is also possible to provide a region specifying unit that specifies a predetermined region, which is a predetermined region adjacent to the specified region, and a person detecting unit that detects a person in the specified region. It is possible to shorten the processing time of human detection by performing human detection within a wider range as a predetermined region in the specified main body. In addition, since a person in the vicinity of the main body can be detected, a person who intends to enter the main body can be detected. This can improve the avoidance of contact with a person. In addition, since the obstacle detection unit and the human detection unit are provided separately, it is difficult to determine the possibility of contact with an obstacle on a main image having a high possibility of contact, and a region near both edges in the width direction You can do different things for a person in.
Preferably, the position estimating unit estimates the position of the moving body on the main body by a moving distance from a predetermined position. Since the mobile body runs on a predetermined basis, it can mainly specify the position of the mobile body on the moving distance from the predetermined position. The position estimating unit estimates the position of the moving object on the basis of the moving distance from the predetermined position, so that the position of the moving object can be estimated only by using the vehicle coordinate system without using the entire coordinate system. Further, since the moving distance is a one-dimensional data amount, the amount of data to be handled can be significantly reduced.
Further, the distance information detecting unit may have a stereo camera, and the three-dimensional information may be a parallax image. By using a stereo camera as the distance information detecting unit, a parallax image can be used as three-dimensional information. This makes it possible to appropriately perform the determination of the main image in the parallax image and the detection of the obstacle. Further, in the one-dimensional scanning laser radar, it is easy to detect the road surface as an obstacle by the up-down of the road surface. However, by using the stereo camera, it is difficult to be affected by the bending of the road surface, and the obstacle can be detected.
The distance information detecting unit may have a radar. By using the radar as the distance information detecting unit, it is possible to appropriately acquire the three-dimensional information. The distance can be measured with high precision particularly far from the use of the stereo camera, so that it is possible to appropriately perform the determination of the main part and the detection of the obstacle in the three-dimensional information.
Further, the moving body according to the present invention is a moving body provided with the obstacle detecting device. Since the obstacle detecting device is provided, it is possible to determine whether or not an obstacle mainly exists on the image by reducing the amount of calculation.
Preferably, the moving body further comprises an alarm for issuing a warning that the obstacle is detected on the main body. It is possible to improve the avoidance of contact with these obstacles by issuing a warning to the pedestrians, the animals, and the drivers of other moving objects existing mainly on the image. In addition, warning can be issued to the driver of his or her moving body.
Preferably, the moving body further includes a speed control unit that decelerates or stops the moving body when the obstacle is detected on the main body. It is possible to improve the avoidance of contact with the obstacle even in the case where the obstacle existing on the main body is not a person or an animal or an autonomous running without a driver of the moving body.
Preferably, the moving body further includes a speed control unit for decelerating or stopping the moving body with respect to the detected obstacle on the main body, and an alarm for issuing a warning to the detected person on the mainly extending area. Thus, when an obstacle including a person is mainly present, the moving object is decelerated or stopped by detecting this obstacle. Also, when there is a person in the extended area, a warning is issued from the alarm by detecting this person. With this warning, it is possible to prevent a person who is mainly in the extended area from entering into the main body, and as a result, unnecessary deceleration or stop of the moving body can be suppressed.
(Effects of the Invention)
According to the present invention, it is possible to provide an obstacle detecting device for mainly detecting an obstacle of an image by reducing the amount of calculation and a moving body having the obstacle detecting device.
1 is a front view of a vehicle according to an embodiment.
2 is a block diagram showing a configuration of a vehicle according to the first embodiment.
3 is a block diagram showing a configuration of an obstacle detection device according to the first embodiment.
Fig. 4 is an explanatory view showing the relationship between the direction of the distance information and the stereo camera according to the first embodiment. Fig.
Fig. 5 is an explanatory view showing an example of a vehicle on which the vehicle travels according to the embodiment. Fig.
Fig. 6 is an explanatory diagram for explaining mainly the parallax image according to the first embodiment; Fig.
7 is an explanatory diagram showing an obstacle mainly in an image in the parallax image according to the first embodiment;
8 is a flowchart showing the flow of obstacle detection according to the first embodiment.
9 is a block diagram showing the configuration of a vehicle according to the second embodiment.
10 is a block diagram showing the configuration of a vehicle according to the third embodiment.
11 is an explanatory diagram mainly showing an extended area in a parallax image according to the third embodiment.
12 is a block diagram showing a configuration of a vehicle according to a fourth embodiment.
13 is an explanatory diagram showing an obstacle mainly in an image in the parallax image according to the fourth embodiment.
Fig. 14 is an explanatory diagram mainly showing an extended area in the parallax image according to the fourth embodiment; Fig.
15 is a flowchart showing the flow of obstacle detection according to the fourth embodiment.
(Example 1)
Hereinafter, a first embodiment of the present invention will be described with reference to the drawings. Golf carts that run autonomously are loaded as an embodiment of the moving body in the present invention. The moving body according to the present invention is not limited to a golf cart, but also includes an unmanned conveyance vehicle traveling in a factory or an orchard. The moving body in the present invention is not limited to a four-wheeled vehicle, but may be a three-wheeled vehicle or a monorail type. In the following description, forward, backward, leftward, and rightward movements refer to the forward direction.
1. Schematic composition of vehicle
Please refer to Fig. 1 is a front view of the
The
The right
Reference is now made to Fig. Fig. 2 is a functional block diagram showing the configuration of the
2. Configuration of obstacle detection device
Next, the configuration of the
The
The distance
The
The
The coordinate system of the photographing
Returning to Fig. The
The parallax
Mainly in the position
Will be described with reference to FIG. Fig. 6 shows a parallax image P1 at the point Sa of the distance La from the start position So in Fig. 5, for example. The X-coordinate value of mainly (Tr) in the parallax image P1 is stored in advance in the positional
As described above, the positional
Returning to Fig. The
The
The
Mainly the
The
The judging
Further, the
The
The
The parallax
Next, the operation of the obstacle detection in the first embodiment will be described with reference to Fig. 8 is a flowchart showing a procedure of distance estimation.
When the
In the obstacle judgment, if it is judged that there is no obstacle mainly on the tr (No in step S06), the obstacle detection operation is ended, and the processing from step S01 is started. If it is determined in step S06 that there is an obstacle in the obstacle determination, the
As described above, according to the first embodiment, mainly the position information specifying the main (Tr) of the three-dimensional information image is the two-dimensional information of the time difference as the distance information and the X coordinate value as the coordinate information in the horizontal direction of the
In addition, by limiting the determination of the obstacle mainly to the phase (Tr), the three-dimensional object such as a tree mainly on the side is not judged as an obstacle, so that the
Further, the distance
Further, when it is desired to further improve the precision of the current position estimation, the interval for correcting the error may be shortened. For example, it is only necessary to increase the number of vertexes Fp buried in the main body. In this way, it is not necessary to mount an expensive GPS or sensor for each vehicle, so that it is possible to perform current position estimation at a low cost and high density.
(Example 2)
Next, an obstacle detecting device according to the second embodiment will be described with reference to Fig. Fig. 9 is a block diagram showing a configuration of an obstacle detecting device according to the second embodiment. In the second embodiment, the parts denoted by the same reference numerals as those in the first embodiment are the same as those in the first embodiment, and a description thereof will be omitted. The structure of the vehicle and the obstacle detecting device other than those described below is the same as that of the first embodiment.
A feature of the obstacle detecting device 14 'of the second embodiment is that the distance measuring device 21' is used instead of the
The obstacle detecting device 14 'according to the second embodiment has a configuration in which the distance measuring device 21' is provided instead of the
As described above, according to the second embodiment, the distance information r with respect to the scan angle? Can be appropriately obtained by using the distance measuring radar as the distance information detecting unit. The distance can be measured with high precision particularly far from the use of the
(Example 3)
Next, the obstacle detecting device according to the third embodiment will be described with reference to Fig. 10 is a block diagram showing a configuration of an obstacle detection device in the third embodiment. In the third embodiment, the same reference numerals as those in the first embodiment denote the same parts as those in the first embodiment, and a description thereof will be omitted. The structure of the vehicle and the obstacle detecting device other than those described below is the same as that of the first embodiment.
In the first embodiment, a person is detected by judging whether or not the obstacle determined to be on the (Tr) is human. On the other hand, the
The
In addition to the function of the determining
With the above arrangement, in each of the judgment section 33 'and the person judgment section 35', the frequency of each of the obstacle judgment and the person judgment on the (Tr) phase and mainly the extension region Tr ' . That is, the processing time is long, and the processing frequency of the person detection in the vicinity of the main body, which does not use the detection result for the speed control, can be reduced. Therefore, it is possible to secure the frame rate of the obstacle detection process mainly on (Tr). As a result, an error detection of an obstacle can be avoided, and the
Thus, the
(Example 4)
Next, the obstacle detecting device according to the fourth embodiment will be described with reference to Fig. 12 is a block diagram showing the configuration of the obstacle detection device in the fourth embodiment. In the fourth embodiment, parts denoted by the same reference numerals as those in the first embodiment are the same as those in the first embodiment, and the description thereof is omitted here. The structure of the vehicle and the obstacle detecting device other than those described below is the same as that of the first embodiment.
In
The main phase difference
The region Ob4 has a time difference value dc. Region (Ob4) is extracted as a differential image in the Y direction from the direction mainly (Tr) between the X coordinate area (X 3 -X 8) having a differential value (dc) on the primarily (Tr). In addition, the region (Ob1 ') is extracted as a differential image in the Y direction from the direction mainly (Tr) between the X coordinate area (X 5 -X 6) having a differential value (de) on the primarily (Tr). Since only the parallax image on the (Tr) phase is extracted, not only the (Tr) is specified but Ob2 and Ob3 are compared with the parallactic image of Fig. 7 of the first embodiment and an obstacle other than the Tr .
The extracted main parallax image is sent to the obstacle detection unit 31 '. The obstacle detecting unit 31 'mainly detects obstacles from within the upper parallax image P3 as in the first embodiment. As a result, the area Ob4 is detected as an obstacle. The area Ob1 'is not detected as an obstacle since the minimum value of the Y coordinate value thereof is distant from the main (Tr). The
Next, the operation of the obstacle detection in the fourth embodiment will be described with reference to Fig. Fig. 15 is a flowchart showing the procedure for detecting an obstacle. Since steps S01 and S02 are the same as those in the first embodiment, description thereof will be omitted.
Mainly the parallax
As described above, according to the fourth embodiment, it is possible to reduce the computational load since it mainly does not detect any other stationary object as an obstacle. For example, in the case of detecting a person who is expecting a person other than a main wall, it is difficult to detect this person as a person because the wall and the person are detected as an obstacle in one body. However, according to the fourth embodiment, since the outer wall is removed in the image of the time difference, only the person inside can be detected as an obstacle, and the detection accuracy of the obstacle can be improved. In addition, since the processing mainly for the steps S03 to S10 can mainly be performed for the extended area, it is possible to detect and warn people in the vicinity. When a radar is used instead of a stereo camera, it is preferable to mask data outside the image range.
The present invention is not limited to the above embodiment, but can be modified as follows.
(1) In the third embodiment, a person is detected by judging whether or not the obstacle mainly determined to be on the person is a person. The present invention is not limited to this, and a person detecting section for detecting a person within a wider range than the main (Tr) including mainly (Tr) may be provided in parallel with the detection of the obstacle. As a result, it is possible to detect a person who has only a part of the body in the (Tr) region, so that the avoiding action can be taken early. In addition, the
(2) In the first to fourth embodiments, the obstacle detecting device may be constituted by a combination of the respective constitutions.
(3) In the above embodiment, the
1: vehicle 3: stereo camera
3a:
14, 14 ', 54, 56: an obstacle detecting device 21:
21 ': distance measuring instrument 23: parallax image generating section
23 ': distance image generation unit
25, 25 ': mainly a position information storage unit 27:
29: mainly
33, 33 ':
64: Extension area extracting unit 66: Mainly parallax image extracting unit
Claims (17)
A distance information detecting unit for detecting distance information from the obstacle detecting device to an object ahead of the moving object;
A three-dimensional information generating unit for generating three-dimensional information in front of the moving object on the basis of the distance information;
A storage unit in which position information is mainly stored according to a position of the moving body from a predetermined position;
A position estimating section for estimating a position of the moving body in the main phase,
Dimensional information extracting unit for extracting mainly three-dimensional information of the image in the three-dimensional information based mainly on the position information,
And an obstacle detection unit for detecting an obstacle based on the three-dimensional information,
Wherein the position information is mainly specified by the distance information and the coordinate information in the horizontal direction of the moving object.
And a person judging section which judges whether or not the obstacle is mainly a person.
And an extended region three-dimensional information extracting unit for extracting three-dimensional information in a predominantly extension region, which is a predeterminable region adjacent to the main region mainly based on the position information,
The obstacle detection unit detects obstacles even in the main extension region,
Wherein the person judging unit judges whether or not the obstacle detected mainly in the extension area is a person.
An extended region three-dimensional information extracting unit for extracting three-dimensional information in a predominantly extension region, which is a predetermine region adjacent to the main region based mainly on the position information;
And a human detection unit for detecting a person based on the three-dimensional information mainly in the extension area.
A distance information detecting unit for detecting distance information from the obstacle detecting device to an object ahead of the moving object;
A three-dimensional information generating unit for generating three-dimensional information in front of the moving object on the basis of the distance information;
A storage unit for storing position information mainly for specifying the main image of the three-dimensional information in accordance with the position of the moving body from a predetermined position;
A position estimating section for estimating a position of the moving body in the main phase,
A main part for specifying the principal in the three-dimensional information by the estimated position and mainly the position information,
An obstacle detecting unit that detects an obstacle based on the three-dimensional information;
And a determination unit that determines whether or not the detected obstacle is on the specified main,
Wherein the position information is mainly specified by the distance information and the coordinate information in the horizontal direction of the moving object.
And a person judging section for judging whether or not the obstacle judged to be mainly on the person is a person.
And an area specifying unit for specifying an enlarged area, which is a predetermined area adjacent to the specified main body,
Wherein the judging unit judges whether or not the detected obstacle is on the specified main expansion area,
Wherein the person judging unit judges whether or not the obstacle determined to be on the extended area is a person.
An area specifying unit for specifying a main area, which is a predetermined area adjacent to the specified main area,
And a human detection section for detecting a person in said specified main expansion region.
Wherein the position estimating unit estimates the position of the moving body on the main body by a moving distance from a predetermined position.
Wherein the distance information detection unit has a stereo camera,
Wherein the three-dimensional information is a parallax image.
Wherein the distance information detecting unit has a radar.
And an alarm for issuing a warning when the obstacle is detected on the main body.
And a speed control unit for decelerating or stopping the moving body when the obstacle is detected on the main body.
A speed control unit for decelerating or stopping the moving object with respect to the detected obstacle on the main body,
And an alarm that alerts the detected person mainly on the extended area.
Wherein the position estimating unit estimates the position of the moving body on the main body by a moving distance from a predetermined position.
And a speed control unit for decelerating or stopping the moving body when the obstacle is detected on the main body.
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JP2018055371A (en) * | 2016-09-28 | 2018-04-05 | アイシン精機株式会社 | Travelling environment prediction device |
KR101894731B1 (en) * | 2016-11-28 | 2018-09-04 | 동국대학교 산학협력단 | System and method for vehicle collision avoidance |
JP7062407B2 (en) * | 2017-11-02 | 2022-05-06 | 株式会社東芝 | Obstacle detection device |
JP6886929B2 (en) * | 2018-01-09 | 2021-06-16 | 日立建機株式会社 | Transport vehicle |
WO2020026294A1 (en) * | 2018-07-30 | 2020-02-06 | 学校法人 千葉工業大学 | Map generation system and mobile object |
KR102676437B1 (en) | 2019-03-15 | 2024-06-19 | 야마하하쓰도키 가부시키가이샤 | Vehicle running on preset route |
CN114072319B (en) * | 2019-07-17 | 2024-05-17 | 村田机械株式会社 | Traveling vehicle and traveling vehicle system |
JP7227112B2 (en) * | 2019-09-27 | 2023-02-21 | 日立Astemo株式会社 | OBJECT DETECTION DEVICE, TRIP CONTROL SYSTEM, AND TRIP CONTROL METHOD |
JP2022068498A (en) | 2020-10-22 | 2022-05-10 | ヤマハ発動機株式会社 | Tracking system and method of on-water object, and ship including tracking system of on-water object |
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TW201633267A (en) | 2016-09-16 |
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