WO2019194293A1 - Railway track inspection device - Google Patents

Railway track inspection device Download PDF

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Publication number
WO2019194293A1
WO2019194293A1 PCT/JP2019/015030 JP2019015030W WO2019194293A1 WO 2019194293 A1 WO2019194293 A1 WO 2019194293A1 JP 2019015030 W JP2019015030 W JP 2019015030W WO 2019194293 A1 WO2019194293 A1 WO 2019194293A1
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WIPO (PCT)
Prior art keywords
captured image
rail
imaging device
lens
unit
Prior art date
Application number
PCT/JP2019/015030
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French (fr)
Japanese (ja)
Inventor
勝大 堀江
広幸 小林
雄介 高橋
直人 瀬戸
拓也 二神
陽平 服部
Original Assignee
株式会社東芝
東芝インフラシステムズ株式会社
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.)
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Application filed by 株式会社東芝, 東芝インフラシステムズ株式会社 filed Critical 株式会社東芝
Publication of WO2019194293A1 publication Critical patent/WO2019194293A1/en

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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61KAUXILIARY EQUIPMENT SPECIALLY ADAPTED FOR RAILWAYS, NOT OTHERWISE PROVIDED FOR
    • B61K9/00Railway vehicle profile gauges; Detecting or indicating overheating of components; Apparatus on locomotives or cars to indicate bad track sections; General design of track recording vehicles
    • B61K9/08Measuring installations for surveying permanent way
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/24Measuring arrangements characterised by the use of optical techniques for measuring contours or curvatures

Definitions

  • Embodiments of the present invention relate to a track inspection apparatus.
  • Rails may be distorted or deformed over time due to the load or running time of the vehicle. For this reason, the inspection of the presence or absence of the abnormality of a track by an operator or a dedicated vehicle for inspection is periodically performed.
  • a technique for inspecting the state of a track by running a dedicated vehicle equipped with a laser, an infrared sensor, etc. during a time period (eg, nighttime) when a normal train is not in operation is known. ing.
  • JP 2011-214933 A Japanese Patent No. 5283548
  • the track was inspected using a laser, an infrared sensor, etc.
  • a dedicated vehicle for inspection is provided. It was. For this reason, the number of railway vehicles that can be inspected and the inspection time are limited, and it may be difficult to efficiently inspect the railway.
  • the line inspection apparatus includes a determination unit, a control unit, a detection unit, and an inspection unit.
  • the determination unit captures either the first captured image at a predetermined position in the front direction of the railcar or the second captured image at a position closer to the railcar than the predetermined position according to the traveling direction of the railcar. Judge whether to do.
  • the control unit controls the imaging device mounted on the railway vehicle based on the determination result of the determination unit to capture the first captured image or the second captured image.
  • the detection unit detects an obstacle present on the planned travel route of the railway vehicle based on the first captured image.
  • the inspection unit inspects the state of the rail on which the railway vehicle travels based on the second captured image when the second captured image is captured.
  • FIG. 1 is a diagram illustrating an example of a schematic configuration of a railway vehicle provided with the information processing apparatus according to the first embodiment.
  • FIG. 2 is a block diagram illustrating an example of functions of the information processing apparatus according to the first embodiment.
  • FIG. 3 is a diagram illustrating an example of the configuration of the imaging apparatus according to the first embodiment.
  • FIG. 4 is a flowchart illustrating an example of a process flow of rail inspection and obstacle detection according to the first embodiment.
  • FIG. 5 is a diagram illustrating an example of the configuration of the imaging apparatus according to the second embodiment.
  • FIG. 6 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the second embodiment.
  • FIG. 1 is a diagram illustrating an example of a schematic configuration of a railway vehicle RV provided with the information processing apparatus 20 according to the first embodiment.
  • the railway vehicle RV according to the present embodiment includes imaging devices 10a and 10b, information processing devices 20a and 20b, recording devices 30a and 30b, and display devices 40a and 40b.
  • the imaging devices 10a and 10b are provided so as to be able to image the traveling direction (front) of the railway vehicle RV or the direction opposite to the traveling direction (rear).
  • the imaging devices 10a and 10b are installed on the vehicles 90a and 90b at both ends of the railway vehicle RV so that the front direction of the front or rear of the railway vehicle RV is directed.
  • the railway vehicle RV travels with the vehicle 90a on which the imaging device 10a is installed as the head.
  • the imaging device 10a images the traveling direction of the railway vehicle RV
  • the imaging device 10b images the rear of the railway vehicle RV.
  • the imaging devices 10a and 10b may be monocular cameras, or may be stereo cameras in which two cameras are combined.
  • the imaging devices 10a and 10b are not particularly distinguished, they are simply referred to as the imaging device 10.
  • the imaging device 10 captures a predetermined position in the front direction of the railway vehicle RV when capturing the traveling direction of the railway vehicle RV, and captures a predetermined position when capturing the rear of the railway vehicle RV. It is assumed that a position closer to the railway vehicle RV is imaged.
  • the predetermined position is, for example, a position 200 m to 300 m away from the railway vehicle RV in the traveling direction.
  • the captured image obtained by capturing the predetermined position by the imaging device 10 is an example of a first captured image in the present embodiment. Further, the captured image obtained by imaging the position closer to the railcar RV than the predetermined position by the imaging device 10 is an example of a second captured image in the present embodiment. Details of changing the imaging range of the imaging apparatus 10 will be described later.
  • the captured image in this embodiment may be a still image or a moving image.
  • the imaging device 10 may generate not only a captured image (visible light image) but also a distance image that can specify the distance to an object existing in the imaging range of the imaging device 10.
  • the rail vehicle RV may include a distance image sensor that generates a distance image separately from the imaging device 10.
  • the information processing devices 20a and 20b detect two obstacles R (tracks) on which the rail vehicle RV travels based on the captured images acquired from the image capturing devices 10a and 10b. Check the status of In the example illustrated in FIG. 1, the information processing apparatus 20 a detects an obstacle that hinders the traveling of the railway vehicle RV based on the captured image captured by the imaging apparatus 10 a that captures the traveling direction of the railway vehicle RV. In addition, the information processing apparatus 20b inspects the state of the rail R on which the railway vehicle RV travels based on the captured image captured by the imaging apparatus 10b that captures the rear of the railway vehicle RV.
  • the information processing devices 20a and 20b are simply referred to as the information processing device 20 unless otherwise distinguished.
  • the information processing apparatus 20 is an example of a line inspection apparatus in the present embodiment.
  • the track inspection device may include the information processing device 20 and the imaging device 10, or may include the information processing device 20, the imaging device 10, the display device 40, and the recording device 30.
  • Recording device 30a, 30b memorize
  • FIG. Two recording devices 30a and 30b may be provided for each railway vehicle RV, or one recording device may be provided.
  • the recording devices 30a and 30b are not particularly distinguished, they are simply referred to as the recording device 30.
  • Display devices 40a and 40b display various information such as images obtained by imaging the traveling direction of the railway vehicle RV by the imaging device 10, detection results of obstacles, information indicating the state of the rail R, and the like.
  • the display devices 40a and 40b are not particularly distinguished, they are simply referred to as the display device 40.
  • the information processing apparatus 20 includes a control device such as a CPU, a storage device such as a ROM (Read Only Memory) and a RAM, and an external storage device such as an HDD and a CD drive device.
  • a control device such as a CPU
  • a storage device such as a ROM (Read Only Memory) and a RAM
  • an external storage device such as an HDD and a CD drive device.
  • FIG. 2 is a block diagram illustrating an example of functions of the information processing apparatus 20 according to the present embodiment.
  • the information processing device 20 includes an acquisition unit 210, a determination unit 220, an imaging device control unit 230, a rail inspection unit 240, an obstacle detection unit 250, an output unit 260, and a storage unit. 270.
  • the storage unit 270 stores rail information and obstacle information.
  • the rail information includes at least one of the gap between the rails R (interval between the two rails R), the curvature of the rails R, and the distance from the imaging device 10 to the rails R.
  • the rail information includes the gauge of the rail R, the curvature of the rail R, the distance from the imaging device 10 to the rail R, the inspection time, and the position information (latitude and longitude) of the railway vehicle RV at the inspection time.
  • the associated information The distance between the rail R included in the rail information, the curvature of the rail R, and the distance from the imaging device 10 to the rail R are calculated by a calculation unit 242 of the rail inspection unit 240 described later.
  • the obstacle information is, for example, information in which a captured image in which an obstacle is detected, an imaging date and time of the captured image, and position information of the railway vehicle RV at the imaging date and time are associated with each other.
  • the obstacle information is generated by an obstacle detection unit 250 described later.
  • the storage unit 270 is, for example, an HDD.
  • the acquisition unit 210 acquires a captured image from the imaging device 10. Moreover, the acquisition part 210 acquires the acceleration data which show the acceleration of the front-back direction of the rail vehicle RV from the acceleration sensor 50 installed in the rail vehicle RV. Further, the acquisition unit 210 acquires position information indicating the current position of the railway vehicle RV based on the GPS radio wave (positioning signal) acquired from the GPS antenna 60.
  • the determination unit 220 determines which of the first captured image and the second captured image is to be captured according to the traveling direction of the railway vehicle RV. More specifically, the determination unit 220 determines that the first captured image is captured when the railway vehicle RV travels starting from the vehicle 90 on which the imaging device 10 is installed. When traveling with the vehicle 90 on which the vehicle 10 is installed as the rear end, it is determined to capture the second captured image.
  • the imaging device control unit 230 controls the imaging device 10 based on the determination result of the determination unit 220 to capture the first captured image or the second captured image.
  • the imaging device control unit 230 is an example of a control unit in the present embodiment.
  • FIG. 3 is a diagram illustrating an example of the configuration of the imaging apparatus 10 according to the present embodiment.
  • the imaging device 10 includes a first polarizing filter 101, a second polarizing filter 102, a first lens 103, a second lens 104, a third polarizing filter 105, An image sensor 106.
  • the imaging apparatus 10 includes, for example, a CPU or control circuit (not shown) and a communication I / F (interface).
  • the first polarizing filter 101 and the second polarizing filter 102 are polarizing filters having different transmission axis directions.
  • the polarization direction of the first polarizing filter 101 is a direction orthogonal to the transmission axis direction of the second polarizing filter 102. Further, it is assumed that the transmission axis directions of the first polarizing filter 101 and the second polarizing filter 102 do not change.
  • the first polarizing filter 101 is installed outside the first lens 103, and the second polarizing filter 102 is installed outside the second lens 104. The outside is the light inlet side of the imaging device 10.
  • a configuration in which the first polarizing filter 101 and the second polarizing filter 102 are installed on the imaging element side of the first lens 103 and the second lens 104 may be employed.
  • the first lens 103 is a lens that can image a predetermined position in the front direction of the railway vehicle RV, for example, a telephoto lens that can image far away.
  • the first captured image described above is an image captured by the imaging device 10 using the first lens 103. As shown in FIG. 3, the first light 100 that has passed through the first polarizing filter 101 passes through the first lens 103.
  • the second lens 104 is a lens that can image a position closer to the railway vehicle RV than a predetermined position.
  • the second lens 104 is a lens having a focal length shorter than that of the first lens 103.
  • the second lens 104 is a lens that can capture an image of the rail R that is positioned obliquely downward of the imaging device 10.
  • the second lens 104 of this embodiment is, for example, a prism lens that refracts transmitted light.
  • the second captured image described above is an image captured by the imaging device 10 using the second lens 104. As shown in FIG. 3, the second light 200 that has passed through the second polarizing filter 102 passes through the second lens 104.
  • the third polarizing filter 105 is provided between the first lens 103 and the second lens 104 and the image sensor 106.
  • the third polarizing filter 105 is a liquid crystal filter that can change the transmission axis direction, for example, can electrically change the transmission axis direction.
  • a known liquid crystal shutter technique can be employed as a method for electrically changing the transmission axis direction of the third polarizing filter 105.
  • the third polarizing filter 105 transmits either one of the first light 100 and the second light 200 and shields the other by changing the transmission axis direction.
  • the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the first polarizing filter 101
  • the first light 100 is transmitted through the third polarizing filter 105
  • the second light 200 is The third polarizing filter 105 is not transmitted.
  • the first light 100 reaches the image sensor 106 and the second light 200 does not reach the image sensor 106.
  • the second light 200 is transmitted through the third polarizing filter 105, and the first light is transmitted. 100 does not pass through the third polarizing filter 105. In this case, the second light 200 reaches the image sensor 106 and the second light 200 does not reach the image sensor 106.
  • the third polarizing filter 105 is an example of a filter unit in the present embodiment.
  • the imaging device control unit 230 controls the transmission axis direction of the third polarizing filter 105 via, for example, the CPU or the control circuit of the imaging device 10.
  • the CPU or the like of the imaging device 10 changes the transmission axis direction of the third polarizing filter 105 according to the control signal. It is good as a thing.
  • the image sensor 106 is an image sensor that receives the first light 100 or the second light 200 and converts it into an electrical signal to generate a first captured image or a second captured image.
  • the image sensor 106 receives the first light 100
  • the image sensor 106 captures a first captured image.
  • the image sensor 106 receives the second light 200
  • the image sensor 106 captures a second captured image.
  • the rail inspection unit 240 inspects the state of the rail R on which the railway vehicle RV travels based on the second captured image.
  • the rail inspection unit 240 includes a first rail recognition unit 241 and a calculation unit 242.
  • the first rail recognition unit 241 recognizes (detects) the rail R from the second captured image.
  • a known image processing technique such as edge detection can be employed.
  • the 1st rail recognition part 241 is an example of the recognition part in this embodiment.
  • the calculation unit 242 calculates at least one of the gauge of the rail R recognized by the first rail recognition unit 241, the curvature of the rail R, and the distance from the imaging device 10 to the rail R from the second captured image. To do.
  • a known image processing technique can be adopted as a method for calculating the gap between the rails R, the curvature of the rails R, and the distance from the imaging device 10 to the rails R.
  • the calculation unit 242 calculates the distance from the imaging device 10 to the rail R using stereo parallax. Further, when the imaging device 10 generates a distance image, the calculation unit 242 may calculate the distance from the imaging device 10 to the rail R from the depth information of each pixel included in the distance image. Further, the calculation unit 242 calculates the gauge of the rail R from the distance between the two rails R in the second captured image recognized by the first rail recognition unit 241. In addition, the calculation unit 242 captures the imaging time (inspection time) of the second captured image, the position information of the railcar RV at the imaging time, the rail R calculated from the second captured image, and the rail R. Are associated with the distance from the imaging device 10 to the rail R and stored in the storage unit 270 as rail information.
  • the obstacle detection unit 250 detects an obstacle present on the planned travel route of the railway vehicle RV based on the first captured image when the first captured image is captured.
  • the obstacle detection unit 250 includes a second rail recognition unit 251, a monitoring area setting unit 252, and a detection unit 253.
  • the second rail recognition unit 251 recognizes the rail R from the first captured image by a known method such as edge detection.
  • the monitoring area setting unit 252 sets a monitoring area on the first captured image with the rail R recognized by the second rail recognition unit 251 as a reference.
  • the monitoring area is defined on the first captured image based on the vehicle limit (limit range of the size of the cross section of the vehicle body) or the building limit (range where the installation of the building is restricted) of the railway vehicle RV. It is a three-dimensional area.
  • the detection unit 253 detects an object included in the monitoring area set by the monitoring area setting unit 252 as an obstacle from the first captured image. In addition, the detection unit 253 may determine only an object having a size greater than or equal to a predetermined size among the objects included in the monitoring area as an obstacle, or may move toward the rail R. Only the object that is present may be determined as an obstacle. The detection unit 253 associates the first captured image in which the obstacle is detected, the imaging date and time of the first captured image, and the position information of the railway vehicle RV at the imaging date and time into the storage unit 270 as obstacle information. save.
  • the output unit 260 includes various information such as the first captured image or the second captured image, the detection result of the obstacle by the obstacle detection unit 250, the information indicating the state of the rail R calculated by the rail inspection unit 240, and the like. Is displayed on the display device 40. Further, the output unit 260 transmits the rail information and obstacle information stored in the storage unit 270 to the recording device 30.
  • FIG. 4 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the present embodiment. The case where the processing of this flowchart is executed by the information processing apparatus 20b shown in FIG. 1 will be described as an example.
  • the acquisition unit 210 acquires acceleration data indicating the longitudinal acceleration of the railway vehicle RV from the acceleration sensor 50 (S1).
  • the determination unit 220 identifies the traveling direction of the railway vehicle RV from the acceleration data acquired by the acquisition unit 210. Then, based on the identified traveling direction, the determination unit 220 determines whether the vehicle 90b on which the imaging device 10b connected to the information processing device 20b is installed is located in front of or behind the railway vehicle RV. Specifically, the determination unit 220 determines whether or not the vehicle 90b in which the imaging device 10b is installed is located at the rear end of the railway vehicle RV (S2). The traveling direction of the railway vehicle RV may be specified by the acquisition unit 210.
  • the determination unit 220 determines to capture the second captured image.
  • the imaging device control unit 230 controls the imaging device 10 to capture the second captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 10 so that the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the second polarizing filter 102. (S3).
  • the same direction as the transmission axis direction of the second polarizing filter 102 is an example of the direction in which the second light 200 is transmitted in the present embodiment.
  • the image sensor 106 receives the second light 200 that has passed through the second lens 104 and captures a second captured image.
  • the acquisition unit 210 acquires a second captured image from the imaging device 10b (S4). Moreover, the acquisition part 210 acquires the positional information which shows the present position of the rail vehicle RV based on the GPS electromagnetic wave acquired from the GPS antenna 60 (S5).
  • the first rail recognition unit 241 of the rail inspection unit 240 recognizes the rail R from the second captured image (S6).
  • the calculation unit 242 of the rail inspection unit 240 calculates information indicating the state of the rail R from the second captured image (S7).
  • the calculation unit 242 calculates at least one of the gauge of the rail R, the curvature of the rail R, and the distance from the imaging device 10 to the rail R in the second captured image.
  • the calculation unit 242 associates the calculated information indicating the state of the rail R, the imaging time of the second captured image, and the position information of the railway vehicle RV at the imaging time, and stores the information as rail information. Save to 270.
  • the output unit 260 displays (outputs) the information indicating the state of the rail R calculated by the rail inspection unit 240, the second captured image, and the like on the display device 40b (S8). Further, the output unit 260 transmits rail information stored in the storage unit 270 to the recording device 30. Note that the output unit 260 does not display on the display device 40b but only transmits rail information to the recording device 30 when the vehicle 90b on which the imaging device 10b is installed is located at the rear end of the railway vehicle RV. May be.
  • the output unit 260 may display information indicating the state of the rail R, a second captured image, and the like on the display device 40a located on the opposite side of the railcar RV. Further, the output unit 260 may transmit the second captured image and rail information stored in the storage unit 270 to a monitoring center or the like outside the railway vehicle RV via a network.
  • the determination unit 220 determines to capture the first captured image.
  • the imaging device control unit 230 controls the imaging device 10 to capture the first captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 10 so that the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the first polarizing filter 101. (S9).
  • the same direction as the transmission axis direction of the first polarizing filter 101 is an example of the direction in which the first light 100 is transmitted in the present embodiment.
  • the image sensor 106 receives the first light 100 that has passed through the first lens 103 and captures a first captured image.
  • the acquisition unit 210 acquires a first captured image from the imaging device 10b (S10). Moreover, the acquisition part 210 acquires the positional information which shows the present position of the rail vehicle RV similarly to S5 (S11).
  • the second rail recognition unit 251 of the obstacle detection unit 250 recognizes the rail R from the first captured image (S12).
  • the monitoring area setting unit 252 sets a monitoring area on the first captured image using the rail R recognized by the second rail recognition unit 251 as a reference (S13).
  • the detection unit 253 detects an object included in the monitoring area set by the monitoring area setting unit 252 as an obstacle from the first captured image (S14).
  • the detection unit 253 associates the first captured image in which the obstacle is detected, the imaging date and time of the first captured image, and the position information of the railway vehicle RV at the imaging date and time into the storage unit 270 as obstacle information. save.
  • the output unit 260 displays (outputs) the obstacle detection result by the obstacle detection unit 250 and the first captured image on the display device 40 (S8). Further, the output unit 260 transmits the obstacle information stored in the storage unit 270 to the recording device 30 (S15).
  • the processing of this flowchart ends.
  • the processing of this flowchart is executed not only in the information processing device 20b but also in the information processing device 20a connected to the imaging device 10a. Therefore, when the railway vehicle RV travels in the traveling direction shown in FIG. 1, the imaging device 10a captures the first captured image, and the imaging device 10b captures the second captured image. Thereby, the information processing apparatus 20b can inspect the state of the rail R behind the railway vehicle RV while the information processing apparatus 20a detects an obstacle existing in the traveling direction of the railway vehicle RV.
  • two information processing devices 20 are provided for each rail vehicle RV, and one information processing device 20 controls one imaging device 10, but one information processing device 20 is provided.
  • the device 20 may control both the imaging devices 10a and 10b.
  • the information processing apparatus 20 causes the imaging apparatus 10 to capture either the first captured image or the second captured image in accordance with the traveling direction of the railway vehicle RV.
  • the captured image is captured, an obstacle is detected based on the first captured image, and when the second captured image is captured, the state of the rail R is determined based on the second captured image. inspect.
  • the information processing apparatus 20 of this embodiment since the imaging device 10 used for detecting obstacles in normal business operation can be used for the inspection of the rail R, the rail vehicle RV for business operation can be used.
  • the rail R can be inspected.
  • the information processing device 20 of the present embodiment the rail R can be inspected more efficiently than in the case where the inspection is performed only with the dedicated vehicle for inspection.
  • the rail R is inspected using a dedicated vehicle for inspection, the number of dedicated vehicles that can be used for the inspection is limited, and it may be difficult to increase the number of inspection opportunities. . Further, in the prior art, since a dedicated vehicle different from the railway vehicle for commercial operation inspects the rail R, the dedicated vehicle for inspection travels during a time period during which normal commercial operation is not performed (for example, at night). Therefore, the timing at which the inspection can be performed is limited. Moreover, in the prior art, since the imaging device mounted on the railway vehicle for commercial operation picks up the distance in the front direction in order to detect obstacles, the rail R can be accurately detected using the imaging device. It was sometimes difficult to do the inspection.
  • the imaging apparatus mounted on the railway vehicle RV for commercial operation is changed by changing the position where the imaging apparatus 10 captures the image according to the traveling direction of the railway vehicle RV. 10 can be used to inspect the rail R. For this reason, in the information processing apparatus 20 of this embodiment, the rail R can be inspected during business hours by the railway vehicle RV for commercial operation.
  • the information processing apparatus 20 determines that the railcar RV captures the first captured image when the railcar RV travels starting from the vehicle 90 in which the imaging device 10 is installed. When traveling with the vehicle 90 on which the imaging device 10 is installed as the rear end, it is determined to capture the second captured image. For this reason, according to the information processing apparatus 20 of the present embodiment, at the rear end of the railway vehicle RV while ensuring the function of detecting obstacles in the traveling direction using the imaging device 10 located at the front end of the railway vehicle RV. The positioned imaging device 10 can be used for the inspection of the rail R.
  • the imaging device 10 is mainly used for detecting obstacles existing in the traveling direction, imaging is performed when the imaging device 10 faces the opposite side (rear side) of the traveling direction of the railway vehicle RV.
  • the device 10 was not used effectively.
  • the captured image of the imaging apparatus 10 can be used effectively even when the imaging apparatus 10 faces either the front or the rear of the railway vehicle RV.
  • the imaging apparatus 10 of the present embodiment includes a first lens 103 that can image a predetermined position, and a second lens 104 that can image a position closer to the railway vehicle RV than the predetermined position.
  • the information processing apparatus 20 controls the imaging apparatus 10 to capture the first captured image via the first lens 103, and the second captured image is captured.
  • the imaging device 10 is controlled to capture a second captured image via the second lens 104. For this reason, according to the information processing apparatus 20 of the present embodiment, it is possible to capture the first captured image and the second captured image in which the position of the imaging target is different by the single imaging apparatus 10.
  • the imaging apparatus 10 of the present embodiment includes a third polarizing filter 105 that can change the transmission axis direction between the imaging element 106 and the first lens 103 and the second lens 104.
  • the information processing apparatus 20 transmits the first light 100 transmitted through the first lens 103 in the transmission axis direction of the third polarizing filter 105.
  • the transmission axis direction of the third polarizing filter 105 is controlled to the direction in which the second light 200 transmitted through the second lens 104 is transmitted when it is determined that the second captured image is captured. To do.
  • the first captured image and the second captured image without moving the installation angle of the image capturing apparatus 10 and the first lens 103 and the second lens 104.
  • the information processing apparatus 20 calculates at least one of the rail R gauge, the rail R curvature, and the distance from the imaging device 10 to the rail R as the state of the rail R. For this reason, according to the information processing apparatus 20 of the present embodiment, it is possible to acquire information useful for determining whether or not the rail R is abnormal from the second captured image captured by the imaging apparatus 10.
  • the first rail recognizing unit 241 and the second rail recognizing unit 251 are separate functional units. However, the processing of the first rail recognizing unit 241 and the second rail recognizing unit 251 is 1. It is good also as what one functional part performs.
  • the imaging device 10 functions as a stereo camera when imaging the front direction of the railway vehicle RV, and when imaging a position close to the railway vehicle RV, the imaging device 10 is a set of the imaging devices 10 constituting the stereo camera.
  • One unit may function as a monocular camera. Switching between the stereo camera and the monocular camera may be performed by the imaging device control unit 230.
  • the content of the rail information and obstacle information of this embodiment is an example, and is not limited to the above-mentioned content.
  • the rail inspection unit 240 of the information processing apparatus 20 may further include a determination unit that determines whether the rail R is abnormal. For example, the determination unit determines whether or not there is an abnormality in the rail R based on the gauge of the rail R calculated by the calculation unit 242, the curvature of the rail R, and the distance from the imaging device 10 to the rail R.
  • the determination unit compares the gauge of the rail R calculated by the calculation unit 242 with a predetermined reference value of the gauge. The determination unit determines that the rail R has an abnormality in the gauge when the difference between the gauge of the rail R calculated by the calculation unit 242 and the reference value of the gauge is equal to or greater than a predetermined threshold. Further, the determination unit compares the curvature of the rail R calculated by the calculation unit 242 with a reference value of the curvature stored in advance in association with the position information of the rail R. The determination unit determines that the rail R has lateral distortion when the difference between the curvature of the rail R calculated by the calculation unit 242 and the reference value of the curvature is equal to or greater than a predetermined threshold.
  • the determination unit may be configured such that the distance from the imaging device 10 to the rail R calculated by the calculation unit 242 is different from a predetermined reference by a predetermined threshold value or a difference between the pair of rails R. In addition, it is determined that the rail R has irregularities.
  • the determination unit associates the presence / absence of the determination with the position information of the railway vehicle RV at the imaging time of the second captured image in which the abnormality of the rail R is detected, and stores them in the storage unit 270.
  • the output unit 260 may display the content of the abnormality determined by the determination unit on the display device 40.
  • the reference value of the gauge, the reference value of the curvature, and the reference value of the distance from the imaging device 10 to the rail R are stored in advance in the storage unit 270, for example.
  • the determination unit may determine the presence / absence of an abnormality by comparing the result calculated by the calculation unit 242 with past rail information. Note that the type of abnormality determined by the determination unit is not limited to the above example.
  • the information processing apparatus 20 changes the imaging range of the imaging apparatus 10 by changing the transmission axis direction of the polarizing filter in the imaging apparatus 10.
  • the information processing apparatus 20 changes the imaging range of the imaging apparatus 10 by moving an imaging element in the imaging apparatus.
  • the configuration of the railway vehicle RV of the present embodiment is the same as the configuration of the first embodiment described in FIG.
  • the information processing apparatus 20 includes an acquisition unit 210, a determination unit 220, an imaging device control unit 230, a rail inspection unit 240, and an obstacle detection unit 250, as in the first embodiment.
  • the output unit 260 and the storage unit 270 are provided.
  • the acquisition unit 210, the rail inspection unit 240, the obstacle detection unit 250, the output unit 260, and the storage unit 270 have the same functions as those in the first embodiment.
  • the imaging device control unit 230 of the present embodiment causes the imaging device to capture the first captured image or the second captured image by moving the imaging element in the imaging device based on the determination result of the determination unit 220. .
  • FIG. 5 is a diagram illustrating an example of the configuration of the imaging apparatus 1010 according to the present embodiment.
  • the imaging apparatus 1010 includes a first lens 1103, a second lens 1104, an imaging element 1106, a connection member 107, a first lens barrel 108, and a second lens mirror.
  • the first lens 1103 and the second lens 1104 are the same as those in the first embodiment described with reference to FIG. Similarly to the first embodiment, the first light 1100 is light transmitted through the first lens 1103, and the second light 1200 is light transmitted through the second lens 1104.
  • the first lens barrel 108 is a support cylinder that fixes the first lens 1103.
  • the second lens barrel 109 is a support cylinder that fixes the second lens 1104.
  • the connection member 107 connects the image sensor 1106, the first lens barrel 108, and the second lens barrel 109.
  • the image sensor 1106 is installed so as to be movable within the image capturing apparatus 1010 after having the functions of the first embodiment. More specifically, the image sensor 1106 receives the first light 1100 and does not receive the second light 1200, does not receive the first light 1100, and does not receive the second light 1200. A second position where the light 1200 is received is installed so as to be movable. FIG. 5 shows a state where the image sensor 1106 is located at the second position.
  • the connection member 107 of this embodiment is provided with a rail (not shown).
  • the imaging device 1010 includes a motor (not shown) that supplies power for moving the imaging device 1106 installed on the rail.
  • the motor is controlled by a control signal transmitted from the imaging device control unit 230.
  • the image sensor 1106 is installed on a rail provided on the connection member 107, and moves between the first position and the second position along the rail.
  • the imaging device control unit 230 may move the imaging device 1106 by controlling a motor of the imaging device 1010 via a CPU or a control circuit of the imaging device 1010, for example.
  • the imaging device control unit 230 of the present embodiment controls the position of the imaging element 1106 according to the traveling direction of the railway vehicle RV. More specifically, when the determination unit 220 determines to capture the first captured image, the imaging device control unit 230 receives the first light 1100 that has passed through the first lens 1103 through the imaging element 1106. In addition, the second light 1200 transmitted through the second lens 1104 is moved to the first position where it is not received. In addition, when the determination unit 220 determines that the second captured image is to be captured, the imaging device control unit 230 does not receive the first light 1100 and does not receive the second light 1200. To the second position.
  • FIG. 6 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the present embodiment.
  • the process from the acquisition of the acceleration data in S1 to the determination of the traveling direction of the railway vehicle RV in S2 is the same as the processes in S1 and S2 in the first embodiment described in FIG.
  • the determination unit 220 determines to capture the second captured image.
  • the imaging device control unit 230 controls the imaging device 1010 to capture the second captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 1010, and moves the imaging device 1106 to the second position (S103). In this case, the image sensor 1106 receives the second light 1200 that has passed through the second lens 1104 and captures a second captured image.
  • the determination unit 220 determines to capture the first captured image.
  • the imaging device control unit 230 controls the imaging device 1010 to capture the first captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 1010, and moves the imaging device 1106 to the first position (S109). In this case, the imaging element 1106 receives the first light 1100 that has passed through the first lens 1103 and captures the first captured image.
  • the information processing apparatus 20 determines to capture the first captured image
  • the information processing apparatus 20 moves the image sensor 1106 to the first position and determines to capture the second captured image. Then, the image sensor 1106 is moved to the second position.
  • the imaging range of the imaging apparatus 1010 is obtained without polarizing the first light 1100 and the second light 1200 while having the effects of the first embodiment.
  • the obstacles can be detected and the state of the rail R can be inspected.
  • the rail R can be efficiently inspected using the railway vehicle RV.
  • the rail inspection and trouble detecting program executed by the information processing apparatus 20 of the first and second embodiments is a file in an installable format or an executable format, and is a CD-ROM, a flexible disk (FD), a CD- Provided by being recorded on a computer-readable recording medium such as R, DVD (Digital Versatile Disk).
  • the rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments is stored on a computer connected to a network such as the Internet and provided by being downloaded via the network. You may comprise so that it may do. Further, the rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments may be provided or distributed via a network such as the Internet. Moreover, you may comprise so that the rail test
  • the rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments includes the above-described units (acquisition unit, determination unit, imaging device control unit, rail inspection unit, first rail recognition). Module, calculation unit, obstacle detection unit, second rail recognition unit, monitoring area setting unit, detection unit, output unit), and CPU (processor) stores the above as actual hardware By reading and executing the rail inspection and obstacle detection program from the medium, the above-described units are loaded onto the main storage device, and the acquisition unit, the determination unit, the imaging device control unit, the rail inspection unit, the first rail recognition unit, and the calculation The unit, the obstacle detection unit, the second rail recognition unit, the monitoring area setting unit, the detection unit, and the output unit are generated on the main storage device.

Abstract

A railway track inspection device according to an embodiment of the present invention is provided with a determination unit, a control unit, a detection unit, and an inspection unit. The determination unit determines whether to capture a first captured image of a predetermined position in the direction in front of a railroad vehicle or a second captured image of a position closer to the railroad vehicle than the predetermined position, in accordance with the advancing direction of the railroad vehicle. The control unit controls an imaging device mounted to the railroad vehicle and causes the first captured image or the second captured image to be captured, on the basis of a determination result of the determination unit. The detection unit detects an obstacle present on a path to be traveled by the railroad vehicle on the basis of the first captured image in the case that the first captured image is captured. In the case that the second captured image is captured, the inspection unit inspects the state of a rail on which the railroad vehicle travels on the basis of the second captured image.

Description

線路検査装置Track inspection device
 本発明の実施形態は、線路検査装置に関する。 Embodiments of the present invention relate to a track inspection apparatus.
 鉄道の線路(レール)は車両の走行による負荷や時間の経過によって歪みや変形が生じる場合がある。このため、作業者や点検用の専用車両による線路の異常の有無の検査が定期的に行われている。例えば、従来から、通常の列車の営業運転をしていない時間帯(例えば夜間等)に、レーザーや赤外線センサ等を搭載した専用車両を走行させることで、線路の状態を検査する技術が知られている。 Railroad tracks (rails) may be distorted or deformed over time due to the load or running time of the vehicle. For this reason, the inspection of the presence or absence of the abnormality of a track by an operator or a dedicated vehicle for inspection is periodically performed. For example, conventionally, a technique for inspecting the state of a track by running a dedicated vehicle equipped with a laser, an infrared sensor, etc. during a time period (eg, nighttime) when a normal train is not in operation is known. ing.
特開2011-214933号公報JP 2011-214933 A 特許第5283548号公報Japanese Patent No. 5283548
 しかしながら、従来技術ではレーザーや赤外線センサ等を用いて線路の検査をしていたが、これらの設備を通常の営業用の鉄道車両に搭載することは困難があり、点検用の専用車両を設けていた。このため、線路の点検が可能な鉄道車両の数および点検時間が限られ、線路の検査を効率的に行うことが困難な場合があった。 However, in the prior art, the track was inspected using a laser, an infrared sensor, etc. However, it is difficult to mount these facilities on a normal commercial railway vehicle, and a dedicated vehicle for inspection is provided. It was. For this reason, the number of railway vehicles that can be inspected and the inspection time are limited, and it may be difficult to efficiently inspect the railway.
 実施形態の線路検査装置は、判断部と、制御部と、検出部と、検査部とを備える。判断部は、鉄道車両の進行方向に応じて、鉄道車両の正面方向の所定位置の第1の撮像画像と、所定位置よりも鉄道車両に近い位置の第2の撮像画像と、のいずれを撮像するかを判断する。制御部は、判断部の判断結果に基づいて、鉄道車両に搭載された撮像装置を制御して第1の撮像画像または第2の撮像画像を撮像させる。検出部は、第1の撮像画像が撮像された場合に、第1の撮像画像に基づいて、鉄道車両の走行予定経路に存在する支障物を検出する。検査部は、第2の撮像画像が撮像された場合に、第2の撮像画像に基づいて、鉄道車両が走行するレールの状態を検査する。 The line inspection apparatus according to the embodiment includes a determination unit, a control unit, a detection unit, and an inspection unit. The determination unit captures either the first captured image at a predetermined position in the front direction of the railcar or the second captured image at a position closer to the railcar than the predetermined position according to the traveling direction of the railcar. Judge whether to do. The control unit controls the imaging device mounted on the railway vehicle based on the determination result of the determination unit to capture the first captured image or the second captured image. When the first captured image is captured, the detection unit detects an obstacle present on the planned travel route of the railway vehicle based on the first captured image. The inspection unit inspects the state of the rail on which the railway vehicle travels based on the second captured image when the second captured image is captured.
図1は、第1の実施形態にかかる情報処理装置が設けられる鉄道車両の概略的構成の一例を示す図である。FIG. 1 is a diagram illustrating an example of a schematic configuration of a railway vehicle provided with the information processing apparatus according to the first embodiment. 図2は、第1の実施形態にかかる情報処理装置の機能の一例を示すブロック図である。FIG. 2 is a block diagram illustrating an example of functions of the information processing apparatus according to the first embodiment. 図3は、第1の実施形態にかかる撮像装置の構成の一例を示す図である。FIG. 3 is a diagram illustrating an example of the configuration of the imaging apparatus according to the first embodiment. 図4は、第1の実施形態にかかるレール検査および支障部検出の処理の流れの一例を示すフローチャートである。FIG. 4 is a flowchart illustrating an example of a process flow of rail inspection and obstacle detection according to the first embodiment. 図5は、第2の実施形態にかかる撮像装置の構成の一例を示す図である。FIG. 5 is a diagram illustrating an example of the configuration of the imaging apparatus according to the second embodiment. 図6は、第2の実施形態にかかるレール検査および支障部検出の処理の流れの一例を示すフローチャートである。FIG. 6 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the second embodiment.
(第1の実施形態)
 図1は、第1の実施形態にかかる情報処理装置20が設けられる鉄道車両RVの概略的構成の一例を示す図である。図1に示すように、本実施形態にかかる鉄道車両RVは、撮像装置10a,10bと、情報処理装置20a,20bと、記録装置30a,30bと、表示装置40a,40bとを備える。
(First embodiment)
FIG. 1 is a diagram illustrating an example of a schematic configuration of a railway vehicle RV provided with the information processing apparatus 20 according to the first embodiment. As shown in FIG. 1, the railway vehicle RV according to the present embodiment includes imaging devices 10a and 10b, information processing devices 20a and 20b, recording devices 30a and 30b, and display devices 40a and 40b.
 撮像装置10a,10bは、鉄道車両RVの進行方向(前方)または進行方向の反対方向(後方)を撮像可能に設けられる。例えば、撮像装置10a,10bは、鉄道車両RVの両端の車両90a,90bに、鉄道車両RVの前方または後方の正面方向を向けて設置される。図1の例では、鉄道車両RVは撮像装置10aが設置された車両90aを先頭として走行している。この場合、撮像装置10aは、鉄道車両RVの進行方向を撮像し、撮像装置10bは、鉄道車両RVの後方を撮像している。また、撮像装置10a,10bは、単眼カメラでも良いし、それぞれ2台のカメラが一組になったステレオカメラでも良い。以下、撮像装置10a,10bを特に区別しない場合は単に撮像装置10という。 The imaging devices 10a and 10b are provided so as to be able to image the traveling direction (front) of the railway vehicle RV or the direction opposite to the traveling direction (rear). For example, the imaging devices 10a and 10b are installed on the vehicles 90a and 90b at both ends of the railway vehicle RV so that the front direction of the front or rear of the railway vehicle RV is directed. In the example of FIG. 1, the railway vehicle RV travels with the vehicle 90a on which the imaging device 10a is installed as the head. In this case, the imaging device 10a images the traveling direction of the railway vehicle RV, and the imaging device 10b images the rear of the railway vehicle RV. The imaging devices 10a and 10b may be monocular cameras, or may be stereo cameras in which two cameras are combined. Hereinafter, when the imaging devices 10a and 10b are not particularly distinguished, they are simply referred to as the imaging device 10.
 また、撮像装置10は、鉄道車両RVの進行方向を撮像する場合には鉄道車両RVの正面方向の予め定められた所定位置を撮像し、鉄道車両RVの後方を撮像する場合には、所定位置よりも鉄道車両RVに近い位置を撮像するものとする。所定位置は、例えば鉄道車両RVから進行方向に200m~300m離れた位置とする。撮像装置10が所定位置を撮像した撮像画像は、本実施形態における第1の撮像画像の一例である。また、撮像装置10が所定位置よりも鉄道車両RVに近い位置を撮像した撮像画像は、本実施形態における第2の撮像画像の一例である。撮像装置10の撮像範囲の変更の詳細については後述する。本実施形態における撮像画像は静止画でも良いし、動画でも良い。また、撮像装置10は、撮像画像(可視光画像)だけではなく、撮像装置10の撮像範囲に存在する物体までの距離を特定可能な距離画像を生成しても良い。また、鉄道車両RVは撮像装置10とは別に距離画像を生成する距離画像センサを有しても良い。 The imaging device 10 captures a predetermined position in the front direction of the railway vehicle RV when capturing the traveling direction of the railway vehicle RV, and captures a predetermined position when capturing the rear of the railway vehicle RV. It is assumed that a position closer to the railway vehicle RV is imaged. The predetermined position is, for example, a position 200 m to 300 m away from the railway vehicle RV in the traveling direction. The captured image obtained by capturing the predetermined position by the imaging device 10 is an example of a first captured image in the present embodiment. Further, the captured image obtained by imaging the position closer to the railcar RV than the predetermined position by the imaging device 10 is an example of a second captured image in the present embodiment. Details of changing the imaging range of the imaging apparatus 10 will be described later. The captured image in this embodiment may be a still image or a moving image. Further, the imaging device 10 may generate not only a captured image (visible light image) but also a distance image that can specify the distance to an object existing in the imaging range of the imaging device 10. Further, the rail vehicle RV may include a distance image sensor that generates a distance image separately from the imaging device 10.
 情報処理装置20a,20bは、撮像装置10a,10bから取得した撮像画像に基づいて、鉄道車両RVの走行の支障となる支障物の検出または鉄道車両RVが走行する2本のレールR(線路)の状態を検査する。図1に示す例では、情報処理装置20aは、鉄道車両RVの進行方向を撮像する撮像装置10aの撮像した撮像画像に基づいて、鉄道車両RVの走行の支障となる支障物を検出する。また、情報処理装置20bは、鉄道車両RVの後方を撮像する撮像装置10bの撮像した撮像画像に基づいて、鉄道車両RVが走行するレールRの状態を検査する。以下、情報処理装置20a,20bを特に区別しない場合は単に情報処理装置20という。 The information processing devices 20a and 20b detect two obstacles R (tracks) on which the rail vehicle RV travels based on the captured images acquired from the image capturing devices 10a and 10b. Check the status of In the example illustrated in FIG. 1, the information processing apparatus 20 a detects an obstacle that hinders the traveling of the railway vehicle RV based on the captured image captured by the imaging apparatus 10 a that captures the traveling direction of the railway vehicle RV. In addition, the information processing apparatus 20b inspects the state of the rail R on which the railway vehicle RV travels based on the captured image captured by the imaging apparatus 10b that captures the rear of the railway vehicle RV. Hereinafter, the information processing devices 20a and 20b are simply referred to as the information processing device 20 unless otherwise distinguished.
 情報処理装置20は、本実施形態における線路検査装置の一例である。また、線路検査装置は、情報処理装置20と撮像装置10とを含むものとしても良いし、情報処理装置20と撮像装置10と表示装置40と記録装置30とを含むものとしても良い。 The information processing apparatus 20 is an example of a line inspection apparatus in the present embodiment. The track inspection device may include the information processing device 20 and the imaging device 10, or may include the information processing device 20, the imaging device 10, the display device 40, and the recording device 30.
 記録装置30a,30bは、情報処理装置20による支障物の検出結果や、レールRの状態を示す情報を記憶する。記録装置30a,30bは、鉄道車両RVごとに2台設けられても良いし、1台であっても良い。以下、記録装置30a,30bを特に区別しない場合は単に記録装置30という。 Recording device 30a, 30b memorize | stores the information which shows the detection result of the obstruction by the information processing apparatus 20, and the state of the rail R. FIG. Two recording devices 30a and 30b may be provided for each railway vehicle RV, or one recording device may be provided. Hereinafter, when the recording devices 30a and 30b are not particularly distinguished, they are simply referred to as the recording device 30.
 表示装置40a,40bは、撮像装置10によって鉄道車両RVの進行方向を撮像して得られる画像や、支障物の検出結果、レールRの状態を示す情報等の各種情報を表示する。以下、表示装置40a,40bを特に区別しない場合は単に表示装置40という。 Display devices 40a and 40b display various information such as images obtained by imaging the traveling direction of the railway vehicle RV by the imaging device 10, detection results of obstacles, information indicating the state of the rail R, and the like. Hereinafter, when the display devices 40a and 40b are not particularly distinguished, they are simply referred to as the display device 40.
 次に、本実施形態の情報処理装置20についての詳細を説明する。情報処理装置20は、CPUなどの制御装置と、ROM(Read Only Memory)やRAMなどの記憶装置と、HDD、CDドライブ装置などの外部記憶装置とを備えており、通常のコンピュータを利用したハードウェア構成となっている。 Next, details of the information processing apparatus 20 of the present embodiment will be described. The information processing apparatus 20 includes a control device such as a CPU, a storage device such as a ROM (Read Only Memory) and a RAM, and an external storage device such as an HDD and a CD drive device. The hardware configuration.
 図2は、本実施形態にかかる情報処理装置20の機能の一例を示すブロック図である。図2に示すように、情報処理装置20は、取得部210と、判断部220と、撮像装置制御部230と、レール検査部240と、支障物検出部250と、出力部260と、記憶部270とを備える。 FIG. 2 is a block diagram illustrating an example of functions of the information processing apparatus 20 according to the present embodiment. As illustrated in FIG. 2, the information processing device 20 includes an acquisition unit 210, a determination unit 220, an imaging device control unit 230, a rail inspection unit 240, an obstacle detection unit 250, an output unit 260, and a storage unit. 270.
 記憶部270は、レール情報と、支障物情報とを記憶する。レール情報は、レール情報は、レールRの軌間(2本のレールRの間隔)と、レールRの曲率と、撮像装置10からレールRまでの距離の少なくとも1つを含む。一例として、レール情報は、レールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離と、検査時刻と、検査時刻における鉄道車両RVの位置情報(緯度、経度)とが対応付けられた情報である。レール情報に含まれるレールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離とは、後述のレール検査部240の算出部242によって算出される。また、支障物情報は、一例として、支障物が検出された撮像画像と、当該撮像画像の撮像日時と、当該撮像日時における鉄道車両RVの位置情報とが対応付けられた情報である。支障物情報は、後述の支障物検出部250によって生成される。また、記憶部270は、例えばHDD等である。 The storage unit 270 stores rail information and obstacle information. The rail information includes at least one of the gap between the rails R (interval between the two rails R), the curvature of the rails R, and the distance from the imaging device 10 to the rails R. As an example, the rail information includes the gauge of the rail R, the curvature of the rail R, the distance from the imaging device 10 to the rail R, the inspection time, and the position information (latitude and longitude) of the railway vehicle RV at the inspection time. The associated information. The distance between the rail R included in the rail information, the curvature of the rail R, and the distance from the imaging device 10 to the rail R are calculated by a calculation unit 242 of the rail inspection unit 240 described later. In addition, the obstacle information is, for example, information in which a captured image in which an obstacle is detected, an imaging date and time of the captured image, and position information of the railway vehicle RV at the imaging date and time are associated with each other. The obstacle information is generated by an obstacle detection unit 250 described later. The storage unit 270 is, for example, an HDD.
 取得部210は、撮像装置10から撮像画像を取得する。また、取得部210は、鉄道車両RVに設置された加速度センサ50から、鉄道車両RVの前後方向の加速度を示す加速度データを取得する。また、取得部210は、GPSアンテナ60から取得したGPS電波(測位信号)に基づいて鉄道車両RVの現在位置を示す位置情報を取得する。 The acquisition unit 210 acquires a captured image from the imaging device 10. Moreover, the acquisition part 210 acquires the acceleration data which show the acceleration of the front-back direction of the rail vehicle RV from the acceleration sensor 50 installed in the rail vehicle RV. Further, the acquisition unit 210 acquires position information indicating the current position of the railway vehicle RV based on the GPS radio wave (positioning signal) acquired from the GPS antenna 60.
 判断部220は、鉄道車両RVの進行方向に応じて、第1の撮像画像と、第2の撮像画像と、のいずれを撮像するかを判断する。より詳細には、判断部220は、鉄道車両RVが、撮像装置10が設置された車両90を先頭として走行する場合に、第1の撮像画像を撮像すると判断し、鉄道車両RVが、撮像装置10が設置された車両90を後端として走行する場合に、第2の撮像画像を撮像すると判断する。 The determination unit 220 determines which of the first captured image and the second captured image is to be captured according to the traveling direction of the railway vehicle RV. More specifically, the determination unit 220 determines that the first captured image is captured when the railway vehicle RV travels starting from the vehicle 90 on which the imaging device 10 is installed. When traveling with the vehicle 90 on which the vehicle 10 is installed as the rear end, it is determined to capture the second captured image.
 撮像装置制御部230は、判断部220の判断結果に基づいて、撮像装置10を制御して第1の撮像画像または第2の撮像画像を撮像させる。撮像装置制御部230は、本実施形態における制御部の一例である。 The imaging device control unit 230 controls the imaging device 10 based on the determination result of the determination unit 220 to capture the first captured image or the second captured image. The imaging device control unit 230 is an example of a control unit in the present embodiment.
 ここで、第1の撮像画像と第2の撮像画像との切り替えについて図を用いて説明する。図3は、本実施形態にかかる撮像装置10の構成の一例を示す図である。図3に示すように、撮像装置10は、第1の偏光フィルタ101と、第2の偏光フィルタ102と、第1のレンズ103と、第2のレンズ104と、第3の偏光フィルタ105と、撮像素子106とを備える。また、撮像装置10は、例えば、不図示のCPUまたは制御回路と通信I/F(インターフェース)とを有するものとする。 Here, switching between the first captured image and the second captured image will be described with reference to the drawings. FIG. 3 is a diagram illustrating an example of the configuration of the imaging apparatus 10 according to the present embodiment. As shown in FIG. 3, the imaging device 10 includes a first polarizing filter 101, a second polarizing filter 102, a first lens 103, a second lens 104, a third polarizing filter 105, An image sensor 106. In addition, the imaging apparatus 10 includes, for example, a CPU or control circuit (not shown) and a communication I / F (interface).
 第1の偏光フィルタ101と第2の偏光フィルタ102とは、透過軸方向の異なる偏光フィルタである。本実施形態においては、第1の偏光フィルタ101の偏光方向は、第2の偏光フィルタ102の透過軸方向と直交する方向とする。また、第1の偏光フィルタ101と第2の偏光フィルタ102の各透過軸方向は変化しないものとする。第1の偏光フィルタ101は、第1のレンズ103の外側に設置され、第2の偏光フィルタ102は、第2のレンズ104の外側に設置される。外側とは、撮像装置10の光の取込口側である。なお、第1の偏光フィルタ101と第2の偏光フィルタ102を、それぞれ第1のレンズ103と第2のレンズ104の撮像素子側に設置する構成を採用しても良い。 The first polarizing filter 101 and the second polarizing filter 102 are polarizing filters having different transmission axis directions. In the present embodiment, the polarization direction of the first polarizing filter 101 is a direction orthogonal to the transmission axis direction of the second polarizing filter 102. Further, it is assumed that the transmission axis directions of the first polarizing filter 101 and the second polarizing filter 102 do not change. The first polarizing filter 101 is installed outside the first lens 103, and the second polarizing filter 102 is installed outside the second lens 104. The outside is the light inlet side of the imaging device 10. A configuration in which the first polarizing filter 101 and the second polarizing filter 102 are installed on the imaging element side of the first lens 103 and the second lens 104 may be employed.
 第1のレンズ103は、鉄道車両RVの正面方向の所定位置を撮像可能なレンズであり、例えば遠方を撮像可能な望遠レンズである。上述の第1の撮像画像は、撮像装置10が第1のレンズ103を用いて撮像した画像である。図3に示すように、第1の偏光フィルタ101を透過した第1の光100は、第1のレンズ103を透過する。 The first lens 103 is a lens that can image a predetermined position in the front direction of the railway vehicle RV, for example, a telephoto lens that can image far away. The first captured image described above is an image captured by the imaging device 10 using the first lens 103. As shown in FIG. 3, the first light 100 that has passed through the first polarizing filter 101 passes through the first lens 103.
 また、第2のレンズ104は、所定位置よりも鉄道車両RVに近い位置を撮像可能なレンズである。例えば、第2のレンズ104は、第1のレンズ103の焦点距離よりも焦点距離が短いレンズとする。さらに、第2のレンズ104は、撮像装置10の斜め下方向に位置するレールRを撮像可能なレンズである。本実施形態の第2のレンズ104は、例えば、透過する光を屈折させるプリズムレンズとする。上述の第2の撮像画像は、撮像装置10が第2のレンズ104を用いて撮像した画像である。図3に示すように、第2の偏光フィルタ102を透過した第2の光200は、第2のレンズ104を透過する。 The second lens 104 is a lens that can image a position closer to the railway vehicle RV than a predetermined position. For example, the second lens 104 is a lens having a focal length shorter than that of the first lens 103. Further, the second lens 104 is a lens that can capture an image of the rail R that is positioned obliquely downward of the imaging device 10. The second lens 104 of this embodiment is, for example, a prism lens that refracts transmitted light. The second captured image described above is an image captured by the imaging device 10 using the second lens 104. As shown in FIG. 3, the second light 200 that has passed through the second polarizing filter 102 passes through the second lens 104.
 第3の偏光フィルタ105は、第1のレンズ103および第2のレンズ104と撮像素子106との間に設けられる。また、第3の偏光フィルタ105は、透過軸方向を変更可能であり、例えば、電気的に透過軸方向を変更可能な液晶フィルタである。第3の偏光フィルタ105の透過軸方向を電気的に変更する手法としては、例えば公知の液晶シャッタの技術を採用することができる。 The third polarizing filter 105 is provided between the first lens 103 and the second lens 104 and the image sensor 106. The third polarizing filter 105 is a liquid crystal filter that can change the transmission axis direction, for example, can electrically change the transmission axis direction. As a method for electrically changing the transmission axis direction of the third polarizing filter 105, for example, a known liquid crystal shutter technique can be employed.
 第3の偏光フィルタ105は、透過軸方向を変更することによって、第1の光100と第2の光200のいずれか一方を透過し、他方を遮光する。第3の偏光フィルタ105の透過軸方向が、第1の偏光フィルタ101の透過軸方向と同一である場合、第1の光100は第3の偏光フィルタ105を透過し、第2の光200は第3の偏光フィルタ105を透過しない。この場合、第1の光100が撮像素子106に到達し、第2の光200は撮像素子106に到達しない。また、第3の偏光フィルタ105の透過軸方向が、第2の偏光フィルタ102の透過軸方向と同一である場合、第2の光200は第3の偏光フィルタ105を透過し、第1の光100は第3の偏光フィルタ105を透過しない。この場合、第2の光200が撮像素子106に到達し、第2の光200は撮像素子106に到達しない。第3の偏光フィルタ105は、本実施形態におけるフィルタ部の一例である。 The third polarizing filter 105 transmits either one of the first light 100 and the second light 200 and shields the other by changing the transmission axis direction. When the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the first polarizing filter 101, the first light 100 is transmitted through the third polarizing filter 105, and the second light 200 is The third polarizing filter 105 is not transmitted. In this case, the first light 100 reaches the image sensor 106 and the second light 200 does not reach the image sensor 106. When the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the second polarizing filter 102, the second light 200 is transmitted through the third polarizing filter 105, and the first light is transmitted. 100 does not pass through the third polarizing filter 105. In this case, the second light 200 reaches the image sensor 106 and the second light 200 does not reach the image sensor 106. The third polarizing filter 105 is an example of a filter unit in the present embodiment.
 撮像装置制御部230は、例えば、撮像装置10のCPUまたは制御回路等を介して第3の偏光フィルタ105の透過軸方向を制御する。撮像装置10のCPU等は、撮像装置制御部230が送信した制御信号を通信I/Fを介して受信した場合に、当該制御信号に応じて第3の偏光フィルタ105の透過軸方向を変更するものとしても良い。 The imaging device control unit 230 controls the transmission axis direction of the third polarizing filter 105 via, for example, the CPU or the control circuit of the imaging device 10. When the control signal transmitted from the imaging device control unit 230 is received via the communication I / F, the CPU or the like of the imaging device 10 changes the transmission axis direction of the third polarizing filter 105 according to the control signal. It is good as a thing.
 撮像素子106は、第1の光100または第2の光200を受光して電気信号に変換して第1の撮像画像または第2の撮像画像を生成するイメージセンサである。撮像素子106が第1の光100を受光した場合、撮像素子106は、第1の撮像画像を撮像する。また、撮像素子106が第2の光200を受光した場合、撮像素子106は、第2の撮像画像を撮像する。 The image sensor 106 is an image sensor that receives the first light 100 or the second light 200 and converts it into an electrical signal to generate a first captured image or a second captured image. When the image sensor 106 receives the first light 100, the image sensor 106 captures a first captured image. When the image sensor 106 receives the second light 200, the image sensor 106 captures a second captured image.
 図2に戻り、レール検査部240は、第2の撮像画像が撮像された場合に、第2の撮像画像に基づいて、鉄道車両RVが走行するレールRの状態を検査する。レール検査部240は、第1のレール認識部241と、算出部242とを備える。 2, when the second captured image is captured, the rail inspection unit 240 inspects the state of the rail R on which the railway vehicle RV travels based on the second captured image. The rail inspection unit 240 includes a first rail recognition unit 241 and a calculation unit 242.
 第1のレール認識部241は、第2の撮像画像からレールRを認識(検出)する。レールRを認識する手法は、エッジ検出等の公知の画像処理の技術を採用することができる。第1のレール認識部241は、本実施形態における認識部の一例である。 The first rail recognition unit 241 recognizes (detects) the rail R from the second captured image. As a method for recognizing the rail R, a known image processing technique such as edge detection can be employed. The 1st rail recognition part 241 is an example of the recognition part in this embodiment.
 算出部242は、第2の撮像画像から、第1のレール認識部241によって認識されたレールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離の少なくとも1つを算出する。レールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離の算出の手法は公知の画像処理の技術を採用することができる。 The calculation unit 242 calculates at least one of the gauge of the rail R recognized by the first rail recognition unit 241, the curvature of the rail R, and the distance from the imaging device 10 to the rail R from the second captured image. To do. A known image processing technique can be adopted as a method for calculating the gap between the rails R, the curvature of the rails R, and the distance from the imaging device 10 to the rails R.
 例えば、撮像装置10がステレオカメラである場合には、算出部242は、ステレオ視差を用いて撮像装置10からレールRまでの距離を算出する。また、撮像装置10が距離画像を生成する場合には、算出部242は、距離画像に含まれる各画素の奥行の情報から、撮像装置10からレールRまでの距離を算出しても良い。また、算出部242は、第1のレール認識部241によって認識された第2の撮像画像中の2本のレールRの間の距離からレールRの軌間を算出する。また、算出部242は、第2の撮像画像の撮像時刻(検査時刻)と、当該撮像時刻の鉄道車両RVの位置情報と、当該第2の撮像画像から算出したレールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離と、を対応付けてレール情報として記憶部270に保存する。 For example, when the imaging device 10 is a stereo camera, the calculation unit 242 calculates the distance from the imaging device 10 to the rail R using stereo parallax. Further, when the imaging device 10 generates a distance image, the calculation unit 242 may calculate the distance from the imaging device 10 to the rail R from the depth information of each pixel included in the distance image. Further, the calculation unit 242 calculates the gauge of the rail R from the distance between the two rails R in the second captured image recognized by the first rail recognition unit 241. In addition, the calculation unit 242 captures the imaging time (inspection time) of the second captured image, the position information of the railcar RV at the imaging time, the rail R calculated from the second captured image, and the rail R. Are associated with the distance from the imaging device 10 to the rail R and stored in the storage unit 270 as rail information.
 支障物検出部250は、第1の撮像画像が撮像された場合に、第1の撮像画像に基づいて、鉄道車両RVの走行予定経路に存在する支障物を検出する。支障物検出部250は、第2のレール認識部251と、監視領域設定部252と、検出部253と、を備える。 The obstacle detection unit 250 detects an obstacle present on the planned travel route of the railway vehicle RV based on the first captured image when the first captured image is captured. The obstacle detection unit 250 includes a second rail recognition unit 251, a monitoring area setting unit 252, and a detection unit 253.
 第2のレール認識部251は、公知のエッジ検出等の手法により、第1の撮像画像からレールRを認識する。 The second rail recognition unit 251 recognizes the rail R from the first captured image by a known method such as edge detection.
 監視領域設定部252は、第2のレール認識部251によって認識されたレールRを基準として、第1の撮像画像上に監視領域を設定する。監視領域は、鉄道車両RVの車両限界(車体断面の大きさの限界範囲)または建築限界(建築物を設置することが規制されている範囲)に基づいて第1の撮像画像上に規定される立体的な領域である。 The monitoring area setting unit 252 sets a monitoring area on the first captured image with the rail R recognized by the second rail recognition unit 251 as a reference. The monitoring area is defined on the first captured image based on the vehicle limit (limit range of the size of the cross section of the vehicle body) or the building limit (range where the installation of the building is restricted) of the railway vehicle RV. It is a three-dimensional area.
 検出部253は、第1の撮像画像から、監視領域設定部252によって設定された監視領域内に含まれる物体を支障物として検出する。また、検出部253は、監視領域内に含まれる物体のうち、予め規定された大きさ以上の大きさの物体のみを支障物と判断しても良いし、レールRの方向に向かって移動している物体のみを支障物と判断しても良い。検出部253は、支障物を検出した第1の撮像画像と、第1の撮像画像の撮像日時と、撮像日時における鉄道車両RVの位置情報とを対応付けて、支障物情報として記憶部270に保存する。 The detection unit 253 detects an object included in the monitoring area set by the monitoring area setting unit 252 as an obstacle from the first captured image. In addition, the detection unit 253 may determine only an object having a size greater than or equal to a predetermined size among the objects included in the monitoring area as an obstacle, or may move toward the rail R. Only the object that is present may be determined as an obstacle. The detection unit 253 associates the first captured image in which the obstacle is detected, the imaging date and time of the first captured image, and the position information of the railway vehicle RV at the imaging date and time into the storage unit 270 as obstacle information. save.
 出力部260は、第1の撮像画像または第2の撮像画像や、支障物検出部250よる支障物の検出結果、レール検査部240によって算出されたレールRの状態を示す情報等の各種情報等を表示装置40に表示する。また、出力部260は、記憶部270に保存されたレール情報および支障物情報を、記録装置30に送信する。 The output unit 260 includes various information such as the first captured image or the second captured image, the detection result of the obstacle by the obstacle detection unit 250, the information indicating the state of the rail R calculated by the rail inspection unit 240, and the like. Is displayed on the display device 40. Further, the output unit 260 transmits the rail information and obstacle information stored in the storage unit 270 to the recording device 30.
 次に、以上のように構成された本実施形態の情報処理装置20で実行されるレール検査および支障部検出の処理について説明する。図4は、本実施形態にかかるレール検査および支障部検出の処理の流れの一例を示すフローチャートである。図1に示した情報処理装置20bでこのフローチャートの処理を実行した場合を例として説明する。 Next, the rail inspection and obstacle detection processing executed by the information processing apparatus 20 of the present embodiment configured as described above will be described. FIG. 4 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the present embodiment. The case where the processing of this flowchart is executed by the information processing apparatus 20b shown in FIG. 1 will be described as an example.
 取得部210は、加速度センサ50から、鉄道車両RVの前後方向の加速度を示す加速度データを取得する(S1)。 The acquisition unit 210 acquires acceleration data indicating the longitudinal acceleration of the railway vehicle RV from the acceleration sensor 50 (S1).
 判断部220は、取得部210によって取得された加速度データから鉄道車両RVの進行方向を特定する。そして、判断部220は、特定した進行方向に基づいて、情報処理装置20bと接続する撮像装置10bが設置された車両90bが、鉄道車両RVの前方と後方のいずれに位置するかを判断する。具体的には、判断部220は、撮像装置10bが設置された車両90bが、鉄道車両RVの後端に位置するか否かを判断する(S2)。なお、鉄道車両RVの進行方向は取得部210が特定するものとしても良い。 The determination unit 220 identifies the traveling direction of the railway vehicle RV from the acceleration data acquired by the acquisition unit 210. Then, based on the identified traveling direction, the determination unit 220 determines whether the vehicle 90b on which the imaging device 10b connected to the information processing device 20b is installed is located in front of or behind the railway vehicle RV. Specifically, the determination unit 220 determines whether or not the vehicle 90b in which the imaging device 10b is installed is located at the rear end of the railway vehicle RV (S2). The traveling direction of the railway vehicle RV may be specified by the acquisition unit 210.
 判断部220は、車両90bが鉄道車両RVの後端に位置すると判断した場合(S2“Yes”)、第2の撮像画像を撮像すると判断する。この場合、撮像装置制御部230は、撮像装置10を制御して第2の撮像画像を撮像させる。具体的には、撮像装置制御部230は、撮像装置10に対して制御信号を送信して、第3の偏光フィルタ105の透過軸方向を、第2の偏光フィルタ102の透過軸方向と同一にする(S3)。第2の偏光フィルタ102の透過軸方向と同一の方向は、本実施形態における第2の光200を透過させる方向の一例である。この場合、撮像素子106は第2のレンズ104を透過した第2の光200を受光して、第2の撮像画像を撮像する。 When the determination unit 220 determines that the vehicle 90b is located at the rear end of the railway vehicle RV (S2 “Yes”), the determination unit 220 determines to capture the second captured image. In this case, the imaging device control unit 230 controls the imaging device 10 to capture the second captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 10 so that the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the second polarizing filter 102. (S3). The same direction as the transmission axis direction of the second polarizing filter 102 is an example of the direction in which the second light 200 is transmitted in the present embodiment. In this case, the image sensor 106 receives the second light 200 that has passed through the second lens 104 and captures a second captured image.
 次に、取得部210は、撮像装置10bから第2の撮像画像を取得する(S4)。また、取得部210は、GPSアンテナ60から取得したGPS電波に基づいて鉄道車両RVの現在位置を示す位置情報を取得する(S5)。 Next, the acquisition unit 210 acquires a second captured image from the imaging device 10b (S4). Moreover, the acquisition part 210 acquires the positional information which shows the present position of the rail vehicle RV based on the GPS electromagnetic wave acquired from the GPS antenna 60 (S5).
 そして、レール検査部240の第1のレール認識部241は、第2の撮像画像からレールRを認識する(S6)。次に、レール検査部240の算出部242は、第2の撮像画像から、レールRの状態を示す情報を算出する(S7)。例えば、算出部242は、第2の撮像画像中のレールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離の少なくとも1つを算出する。また、算出部242は、算出したレールRの状態を示す情報と、第2の撮像画像の撮像時刻と、当該撮像時刻の鉄道車両RVの位置情報と、を対応付けて、レール情報として記憶部270に保存する。 Then, the first rail recognition unit 241 of the rail inspection unit 240 recognizes the rail R from the second captured image (S6). Next, the calculation unit 242 of the rail inspection unit 240 calculates information indicating the state of the rail R from the second captured image (S7). For example, the calculation unit 242 calculates at least one of the gauge of the rail R, the curvature of the rail R, and the distance from the imaging device 10 to the rail R in the second captured image. In addition, the calculation unit 242 associates the calculated information indicating the state of the rail R, the imaging time of the second captured image, and the position information of the railway vehicle RV at the imaging time, and stores the information as rail information. Save to 270.
 そして、出力部260は、レール検査部240によって算出されたレールRの状態を示す情報や、第2の撮像画像等を表示装置40bに表示(出力)する(S8)。また、出力部260は、記憶部270に保存されたレール情報を、記録装置30に送信する。なお、出力部260は、撮像装置10bが設置された車両90bが鉄道車両RVの後端に位置する場合は、表示装置40bに表示をせず、記録装置30へのレール情報の送信のみを行っても良い。また、出力部260は、鉄道車両RVの反対側に位置する表示装置40aに、レールRの状態を示す情報や、第2の撮像画像等を表示しても良い。また、出力部260は、第2の撮像画像や、記憶部270に保存されたレール情報を、鉄道車両RV外の監視センター等に、ネットワークを介して送信しても良い。 Then, the output unit 260 displays (outputs) the information indicating the state of the rail R calculated by the rail inspection unit 240, the second captured image, and the like on the display device 40b (S8). Further, the output unit 260 transmits rail information stored in the storage unit 270 to the recording device 30. Note that the output unit 260 does not display on the display device 40b but only transmits rail information to the recording device 30 when the vehicle 90b on which the imaging device 10b is installed is located at the rear end of the railway vehicle RV. May be. The output unit 260 may display information indicating the state of the rail R, a second captured image, and the like on the display device 40a located on the opposite side of the railcar RV. Further, the output unit 260 may transmit the second captured image and rail information stored in the storage unit 270 to a monitoring center or the like outside the railway vehicle RV via a network.
 また、判断部220は、車両90bが鉄道車両RVの先頭に位置すると判断した場合(S2“No”)、第1の撮像画像を撮像すると判断する。この場合、撮像装置制御部230は、撮像装置10を制御して第1の撮像画像を撮像させる。具体的には、撮像装置制御部230は、撮像装置10に対して制御信号を送信して、第3の偏光フィルタ105の透過軸方向を第1の偏光フィルタ101の透過軸方向と同一にする(S9)。第1の偏光フィルタ101の透過軸方向と同一の方向は、本実施形態における第1の光100を透過させる方向の一例である。この場合、撮像素子106は第1のレンズ103を透過した第1の光100を受光して、第1の撮像画像を撮像する。 Further, when determining that the vehicle 90b is positioned at the head of the railcar RV (S2 “No”), the determination unit 220 determines to capture the first captured image. In this case, the imaging device control unit 230 controls the imaging device 10 to capture the first captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 10 so that the transmission axis direction of the third polarizing filter 105 is the same as the transmission axis direction of the first polarizing filter 101. (S9). The same direction as the transmission axis direction of the first polarizing filter 101 is an example of the direction in which the first light 100 is transmitted in the present embodiment. In this case, the image sensor 106 receives the first light 100 that has passed through the first lens 103 and captures a first captured image.
 次に、取得部210は、撮像装置10bから第1の撮像画像を取得する(S10)。また、取得部210は、S5と同様に、鉄道車両RVの現在位置を示す位置情報を取得する(S11)。 Next, the acquisition unit 210 acquires a first captured image from the imaging device 10b (S10). Moreover, the acquisition part 210 acquires the positional information which shows the present position of the rail vehicle RV similarly to S5 (S11).
 そして、支障物検出部250の第2のレール認識部251は、第1の撮像画像からレールRを認識する(S12)。次に、監視領域設定部252は、第2のレール認識部251によって認識されたレールRを基準として、第1の撮像画像上に監視領域を設定する(S13)。次に、検出部253は、第1の撮像画像から、監視領域設定部252によって設定された監視領域内に含まれる物体を支障物として検出する(S14)。検出部253は、支障物を検出した第1の撮像画像と、第1の撮像画像の撮像日時と、撮像日時における鉄道車両RVの位置情報とを対応付けて、支障物情報として記憶部270に保存する。 Then, the second rail recognition unit 251 of the obstacle detection unit 250 recognizes the rail R from the first captured image (S12). Next, the monitoring area setting unit 252 sets a monitoring area on the first captured image using the rail R recognized by the second rail recognition unit 251 as a reference (S13). Next, the detection unit 253 detects an object included in the monitoring area set by the monitoring area setting unit 252 as an obstacle from the first captured image (S14). The detection unit 253 associates the first captured image in which the obstacle is detected, the imaging date and time of the first captured image, and the position information of the railway vehicle RV at the imaging date and time into the storage unit 270 as obstacle information. save.
 そして、出力部260は、支障物検出部250よる支障物の検出結果や、第1の撮像画像を表示装置40に表示(出力)する(S8)。また、出力部260は、記憶部270に保存された支障物情報を、記録装置30に送信する(S15)。ここで、このフローチャートの処理は終了する。 The output unit 260 displays (outputs) the obstacle detection result by the obstacle detection unit 250 and the first captured image on the display device 40 (S8). Further, the output unit 260 transmits the obstacle information stored in the storage unit 270 to the recording device 30 (S15). Here, the processing of this flowchart ends.
 このフローチャートの処理は、情報処理装置20bだけではなく、撮像装置10aと接続する情報処理装置20aでも同様に実行される。このため、図1に示す進行方向に鉄道車両RVが走行する場合、撮像装置10aは第1の撮像画像を撮像し、撮像装置10bは第2の撮像画像を撮像する。これにより、情報処理装置20aが鉄道車両RVの進行方向に存在する支障物を検出している間に、情報処理装置20bは鉄道車両RVの後方のレールRの状態を検査することができる。また、本実施形態では、情報処理装置20は、鉄道車両RVごとに2台設けられ、1台の情報処理装置20が1台の撮像装置10を制御するものとしたが、1台の情報処理装置20が撮像装置10a,10bの両方を制御するものとしても良い。 The processing of this flowchart is executed not only in the information processing device 20b but also in the information processing device 20a connected to the imaging device 10a. Therefore, when the railway vehicle RV travels in the traveling direction shown in FIG. 1, the imaging device 10a captures the first captured image, and the imaging device 10b captures the second captured image. Thereby, the information processing apparatus 20b can inspect the state of the rail R behind the railway vehicle RV while the information processing apparatus 20a detects an obstacle existing in the traveling direction of the railway vehicle RV. In the present embodiment, two information processing devices 20 are provided for each rail vehicle RV, and one information processing device 20 controls one imaging device 10, but one information processing device 20 is provided. The device 20 may control both the imaging devices 10a and 10b.
 このように、本実施形態の情報処理装置20は、鉄道車両RVの進行方向に応じて第1の撮像画像と、第2の撮像画像と、のいずれかを撮像装置10に撮像させ、第1の撮像画像が撮像された場合には第1の撮像画像に基づいて支障物を検出し、第2の撮像画像が撮像された場合には第2の撮像画像に基づいて、レールRの状態を検査する。このため、本実施形態の情報処理装置20によれば、通常の営業運転で支障物の検出に用いる撮像装置10をレールRの検査に使用することができるため、営業運転用の鉄道車両RVでレールRの検査を行うことができる。このため、本実施形態の情報処理装置20によれば、点検用の専用車両のみで検査を行う場合と比較して、レールRの検査をより効率的に行うことができる。 As described above, the information processing apparatus 20 according to the present embodiment causes the imaging apparatus 10 to capture either the first captured image or the second captured image in accordance with the traveling direction of the railway vehicle RV. When the captured image is captured, an obstacle is detected based on the first captured image, and when the second captured image is captured, the state of the rail R is determined based on the second captured image. inspect. For this reason, according to the information processing apparatus 20 of this embodiment, since the imaging device 10 used for detecting obstacles in normal business operation can be used for the inspection of the rail R, the rail vehicle RV for business operation can be used. The rail R can be inspected. For this reason, according to the information processing device 20 of the present embodiment, the rail R can be inspected more efficiently than in the case where the inspection is performed only with the dedicated vehicle for inspection.
 従来技術では、点検用の専用車両を用いてレールRの検査をしていたため、検査に用いることができる専用車両の数が限られており、点検の機会を増やすことが困難な場合があった。また、従来技術では、営業運転用の鉄道車両とは別の専用車両がレールRの検査を行うため、通常の営業運転をしていない時間帯(例えば夜間等)に点検用の専用車両を走行させることとなり、検査を実行可能なタイミングが限られていた。また、従来技術においては、営業運転用の鉄道車両に搭載された撮像装置は、支障物の検出のために正面方向の遠方を撮像していたため、当該撮像装置を用いて高精度にレールRの検査を行うことは困難な場合があった。 In the prior art, since the rail R is inspected using a dedicated vehicle for inspection, the number of dedicated vehicles that can be used for the inspection is limited, and it may be difficult to increase the number of inspection opportunities. . Further, in the prior art, since a dedicated vehicle different from the railway vehicle for commercial operation inspects the rail R, the dedicated vehicle for inspection travels during a time period during which normal commercial operation is not performed (for example, at night). Therefore, the timing at which the inspection can be performed is limited. Moreover, in the prior art, since the imaging device mounted on the railway vehicle for commercial operation picks up the distance in the front direction in order to detect obstacles, the rail R can be accurately detected using the imaging device. It was sometimes difficult to do the inspection.
 これに対して、本実施形態の情報処理装置20では、鉄道車両RVの進行方向に応じて、撮像装置10が撮像する位置を変更することにより、営業運転用の鉄道車両RVに搭載した撮像装置10を用いてレールRの検査を行うことができる。このため、本実施形態の情報処理装置20では、営業運転用の鉄道車両RVによって、営業時間中にレールRの検査を行うことができる。 On the other hand, in the information processing apparatus 20 of the present embodiment, the imaging apparatus mounted on the railway vehicle RV for commercial operation is changed by changing the position where the imaging apparatus 10 captures the image according to the traveling direction of the railway vehicle RV. 10 can be used to inspect the rail R. For this reason, in the information processing apparatus 20 of this embodiment, the rail R can be inspected during business hours by the railway vehicle RV for commercial operation.
 また、本実施形態の情報処理装置20は、鉄道車両RVが、撮像装置10が設置された車両90を先頭として走行する場合に、第1の撮像画像を撮像すると判断し、鉄道車両RVが、撮像装置10が設置された車両90を後端として走行する場合に、第2の撮像画像を撮像すると判断する。このため、本実施形態の情報処理装置20によれば、鉄道車両RVの前端に位置する撮像装置10を用いて進行方向の支障物を検出する機能を担保しつつ、鉄道車両RVの後端に位置する撮像装置10をレールRの検査に利用することができる。 In addition, the information processing apparatus 20 according to the present embodiment determines that the railcar RV captures the first captured image when the railcar RV travels starting from the vehicle 90 in which the imaging device 10 is installed. When traveling with the vehicle 90 on which the imaging device 10 is installed as the rear end, it is determined to capture the second captured image. For this reason, according to the information processing apparatus 20 of the present embodiment, at the rear end of the railway vehicle RV while ensuring the function of detecting obstacles in the traveling direction using the imaging device 10 located at the front end of the railway vehicle RV. The positioned imaging device 10 can be used for the inspection of the rail R.
 従来技術では、撮像装置10は主として進行方向に存在する支障物の検出の用途で用いられていたため、撮像装置10が鉄道車両RVの進行方向の反対側(後方)を向いている場合は、撮像装置10が有効に利用されていなかった。本実施形態の情報処理装置20では、撮像装置10が鉄道車両RVの前方と後方のいずれを向いている場合にも、撮像装置10の撮像画像を有効に利用することができる。 In the prior art, since the imaging device 10 is mainly used for detecting obstacles existing in the traveling direction, imaging is performed when the imaging device 10 faces the opposite side (rear side) of the traveling direction of the railway vehicle RV. The device 10 was not used effectively. In the information processing apparatus 20 of the present embodiment, the captured image of the imaging apparatus 10 can be used effectively even when the imaging apparatus 10 faces either the front or the rear of the railway vehicle RV.
 また、本実施形態の撮像装置10は、所定位置を撮像可能な第1のレンズ103と、所定位置よりも鉄道車両RVに近い位置を撮像可能な第2のレンズ104とを備える。本実施形態の情報処理装置20は、第1の撮像画像を撮像すると判断した場合に、撮像装置10を制御して第1のレンズ103を介して第1の撮像画像を撮像させ、第2の撮像画像を撮像すると判断した場合に、撮像装置10を制御して第2のレンズ104を介して第2の撮像画像を撮像させる。このため、本実施形態の情報処理装置20によれば、1台の撮像装置10によって撮像対象の位置が異なる第1の撮像画像と第2の撮像画像とを撮像することができる。 Further, the imaging apparatus 10 of the present embodiment includes a first lens 103 that can image a predetermined position, and a second lens 104 that can image a position closer to the railway vehicle RV than the predetermined position. When it is determined that the first captured image is captured, the information processing apparatus 20 according to the present embodiment controls the imaging apparatus 10 to capture the first captured image via the first lens 103, and the second captured image is captured. When it is determined to capture a captured image, the imaging device 10 is controlled to capture a second captured image via the second lens 104. For this reason, according to the information processing apparatus 20 of the present embodiment, it is possible to capture the first captured image and the second captured image in which the position of the imaging target is different by the single imaging apparatus 10.
 また、本実施形態の撮像装置10は、撮像素子106と第1のレンズ103および第2のレンズ104との間に、透過軸方向を変更可能な第3の偏光フィルタ105を有する。本実施形態の情報処理装置20は、第1の撮像画像を撮像すると判断した場合に、第3の偏光フィルタ105の透過軸方向を、第1のレンズ103を透過した第1の光100を透過させる方向に制御し、第2の撮像画像を撮像すると判断した場合に、第3の偏光フィルタ105の透過軸方向を、第2のレンズ104を透過した第2の光200を透過させる方向に制御する。このため、本実施形態の情報処理装置20によれば、撮像装置10の設置角度や第1のレンズ103および第2のレンズ104を移動することなく、第1の撮像画像と第2の撮像画像とをすることができる。例えば、撮像装置10がステレオカメラである場合、1組の撮像装置10の設置角度が予め定められた位置から移動すると、ステレオ視差に誤差が生じる場合がある。本実施形態の情報処理装置20によれば、撮像装置10を移動しないため、このような誤差の発生を抑制することができる。 In addition, the imaging apparatus 10 of the present embodiment includes a third polarizing filter 105 that can change the transmission axis direction between the imaging element 106 and the first lens 103 and the second lens 104. When it is determined that the first captured image is captured, the information processing apparatus 20 according to the present embodiment transmits the first light 100 transmitted through the first lens 103 in the transmission axis direction of the third polarizing filter 105. The transmission axis direction of the third polarizing filter 105 is controlled to the direction in which the second light 200 transmitted through the second lens 104 is transmitted when it is determined that the second captured image is captured. To do. For this reason, according to the information processing apparatus 20 of the present embodiment, the first captured image and the second captured image without moving the installation angle of the image capturing apparatus 10 and the first lens 103 and the second lens 104. You can For example, when the imaging device 10 is a stereo camera, an error may occur in stereo parallax when the installation angle of the pair of imaging devices 10 moves from a predetermined position. According to the information processing apparatus 20 of the present embodiment, since the imaging apparatus 10 is not moved, occurrence of such an error can be suppressed.
 また、本実施形態における情報処理装置20は、レールRの状態として、レールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離の少なくとも1つを算出する。このため、本実施形態の情報処理装置20によれば、撮像装置10によって撮像された第2の撮像画像から、レールRの異常の有無を判断するために有用な情報を取得することができる。 In addition, the information processing apparatus 20 according to the present embodiment calculates at least one of the rail R gauge, the rail R curvature, and the distance from the imaging device 10 to the rail R as the state of the rail R. For this reason, according to the information processing apparatus 20 of the present embodiment, it is possible to acquire information useful for determining whether or not the rail R is abnormal from the second captured image captured by the imaging apparatus 10.
 なお、本実施形態では第1のレール認識部241と第2のレール認識部251とは別々の機能部としたが、第1のレール認識部241と第2のレール認識部251の処理は1つの機能部が実行するものとしても良い。 In the present embodiment, the first rail recognizing unit 241 and the second rail recognizing unit 251 are separate functional units. However, the processing of the first rail recognizing unit 241 and the second rail recognizing unit 251 is 1. It is good also as what one functional part performs.
 また、撮像装置10は、鉄道車両RVの正面方向を撮像する場合はステレオカメラとして機能し、鉄道車両RVに近い位置を撮像する場合にはステレオカメラを構成する1組の撮像装置10のうちの1台を使用して単眼カメラとして機能しても良い。ステレオカメラと単眼カメラの切り替えは、撮像装置制御部230が行うものとしても良い。また、本実施形態のレール情報および支障物情報の内容は一例であり、上述の内容に限定されるものではない。 The imaging device 10 functions as a stereo camera when imaging the front direction of the railway vehicle RV, and when imaging a position close to the railway vehicle RV, the imaging device 10 is a set of the imaging devices 10 constituting the stereo camera. One unit may function as a monocular camera. Switching between the stereo camera and the monocular camera may be performed by the imaging device control unit 230. Moreover, the content of the rail information and obstacle information of this embodiment is an example, and is not limited to the above-mentioned content.
(変形例)
 情報処理装置20のレール検査部240は、レールRの異常の有無を判定する判定部をさらに備えても良い。例えば、判定部は、算出部242が算出したレールRの軌間と、レールRの曲率と、撮像装置10からレールRまでの距離に基づいて、レールRの異常の有無を判定する。
(Modification)
The rail inspection unit 240 of the information processing apparatus 20 may further include a determination unit that determines whether the rail R is abnormal. For example, the determination unit determines whether or not there is an abnormality in the rail R based on the gauge of the rail R calculated by the calculation unit 242, the curvature of the rail R, and the distance from the imaging device 10 to the rail R.
 より詳細には、判定部は、算出部242が算出したレールRの軌間と、予め定められた軌間の基準値とを比較する。判定部は、算出部242が算出したレールRの軌間と、軌間の基準値との差異が所定の閾値以上の場合に、レールRが軌間狂いの異常を有すると判定する。また、判定部は、算出部242が算出したレールRの曲率と、当該レールRの位置情報に対応付けられて予め保存された曲率の基準値とを比較する。判定部は、算出部242が算出したレールRの曲率と、曲率の基準値との差異が所定の閾値以上の場合に、レールRが横方向の歪みを有すると判定する。また、判定部は、算出部242が算出した撮像装置10からレールRまでの距離が予め定められた基準と所定の閾値以上差異がある場合や、1対のレールR間で差異がある場合等に、レールRが凹凸を有すると判定する。判定部は、判定した以上の有無と、レールRの異常が検出された第2の撮像画像の撮像時刻における鉄道車両RVの位置情報を対応付けて記憶部270に保存する。 More specifically, the determination unit compares the gauge of the rail R calculated by the calculation unit 242 with a predetermined reference value of the gauge. The determination unit determines that the rail R has an abnormality in the gauge when the difference between the gauge of the rail R calculated by the calculation unit 242 and the reference value of the gauge is equal to or greater than a predetermined threshold. Further, the determination unit compares the curvature of the rail R calculated by the calculation unit 242 with a reference value of the curvature stored in advance in association with the position information of the rail R. The determination unit determines that the rail R has lateral distortion when the difference between the curvature of the rail R calculated by the calculation unit 242 and the reference value of the curvature is equal to or greater than a predetermined threshold. In addition, the determination unit may be configured such that the distance from the imaging device 10 to the rail R calculated by the calculation unit 242 is different from a predetermined reference by a predetermined threshold value or a difference between the pair of rails R. In addition, it is determined that the rail R has irregularities. The determination unit associates the presence / absence of the determination with the position information of the railway vehicle RV at the imaging time of the second captured image in which the abnormality of the rail R is detected, and stores them in the storage unit 270.
 また、出力部260は、判定部によって判定された異常の内容を表示装置40に表示しても良い。軌間の基準値、曲率の基準値、および撮像装置10からレールRまでの距離の基準値は、例えば記憶部270に予め記憶される。また、判定部は、算出部242が算出した結果と過去のレール情報とを比較して、異常の有無を判定しても良い。なお、判定部が判定する異常の種類は、上述の例に限定されるものではない。 Further, the output unit 260 may display the content of the abnormality determined by the determination unit on the display device 40. The reference value of the gauge, the reference value of the curvature, and the reference value of the distance from the imaging device 10 to the rail R are stored in advance in the storage unit 270, for example. Further, the determination unit may determine the presence / absence of an abnormality by comparing the result calculated by the calculation unit 242 with past rail information. Note that the type of abnormality determined by the determination unit is not limited to the above example.
(第2の実施形態)
 第1の実施形態では、情報処理装置20は、撮像装置10内の偏光フィルタの透過軸方向を変更することによって、撮像装置10の撮像範囲を変更していた。第2の実施形態では、情報処理装置20は、撮像装置内の撮像素子を移動することによって撮像装置10の撮像範囲を変更する。
(Second Embodiment)
In the first embodiment, the information processing apparatus 20 changes the imaging range of the imaging apparatus 10 by changing the transmission axis direction of the polarizing filter in the imaging apparatus 10. In the second embodiment, the information processing apparatus 20 changes the imaging range of the imaging apparatus 10 by moving an imaging element in the imaging apparatus.
 本実施形態の鉄道車両RVの構成は、図1で説明した第1の実施形態の構成と同様である。また、本実施形態の情報処理装置20は、第1の実施形態と同様に、取得部210と、判断部220と、撮像装置制御部230と、レール検査部240と、支障物検出部250と、出力部260と、記憶部270とを備える。取得部210と、レール検査部240と、支障物検出部250と、出力部260と、記憶部270とは、第1の実施形態と同様の機能を備える。 The configuration of the railway vehicle RV of the present embodiment is the same as the configuration of the first embodiment described in FIG. In addition, the information processing apparatus 20 according to the present embodiment includes an acquisition unit 210, a determination unit 220, an imaging device control unit 230, a rail inspection unit 240, and an obstacle detection unit 250, as in the first embodiment. The output unit 260 and the storage unit 270 are provided. The acquisition unit 210, the rail inspection unit 240, the obstacle detection unit 250, the output unit 260, and the storage unit 270 have the same functions as those in the first embodiment.
 本実施形態の撮像装置制御部230は、判断部220の判断結果に基づいて、撮像装置内の撮像素子を移動させることにより、撮像装置に第1の撮像画像または第2の撮像画像を撮像させる。 The imaging device control unit 230 of the present embodiment causes the imaging device to capture the first captured image or the second captured image by moving the imaging element in the imaging device based on the determination result of the determination unit 220. .
 図5は、本実施形態にかかる撮像装置1010の構成の一例を示す図である。図5に示すように、撮像装置1010は、第1のレンズ1103と、第2のレンズ1104と、撮像素子1106と、接続部材107と、第1のレンズ鏡筒108と、第2のレンズ鏡筒109とを備える。 FIG. 5 is a diagram illustrating an example of the configuration of the imaging apparatus 1010 according to the present embodiment. As shown in FIG. 5, the imaging apparatus 1010 includes a first lens 1103, a second lens 1104, an imaging element 1106, a connection member 107, a first lens barrel 108, and a second lens mirror. A cylinder 109.
 第1のレンズ1103および第2のレンズ1104は、図3で説明した第1の実施形態と同様である。また、第1の実施形態と同様に、第1の光1100は第1のレンズ1103を透過した光であり、第2の光1200は第2のレンズ1104を透過した光である。第1のレンズ鏡筒108は第1のレンズ1103を固定する支持筒である。また、第2のレンズ鏡筒109は第2のレンズ1104を固定する支持筒である。接続部材107は、撮像素子1106と、第1のレンズ鏡筒108と、第2のレンズ鏡筒109とを接続する。 The first lens 1103 and the second lens 1104 are the same as those in the first embodiment described with reference to FIG. Similarly to the first embodiment, the first light 1100 is light transmitted through the first lens 1103, and the second light 1200 is light transmitted through the second lens 1104. The first lens barrel 108 is a support cylinder that fixes the first lens 1103. The second lens barrel 109 is a support cylinder that fixes the second lens 1104. The connection member 107 connects the image sensor 1106, the first lens barrel 108, and the second lens barrel 109.
 本実施形態の撮像素子1106は、第1の実施形態の機能を備えた上で、撮像装置1010内で移動可能に設置される。より詳細には、撮像素子1106は、第1の光1100を受光し、かつ、第2の光1200を受光しない第1の位置と、第1の光1100を受光せず、かつ、第2の光1200を受光する第2の位置と、の間を移動可能に設置される。図5は、撮像素子1106が第2の位置に位置する状態を示す。 The image sensor 1106 according to the present embodiment is installed so as to be movable within the image capturing apparatus 1010 after having the functions of the first embodiment. More specifically, the image sensor 1106 receives the first light 1100 and does not receive the second light 1200, does not receive the first light 1100, and does not receive the second light 1200. A second position where the light 1200 is received is installed so as to be movable. FIG. 5 shows a state where the image sensor 1106 is located at the second position.
 撮像素子1106の移動方法の一例として、本実施形態の接続部材107は不図示のレールを備えるものとする。また、撮像装置1010は、当該レール上に設置された撮像素子1106を移動させる動力を供給する不図示のモータ等を備える。当該モータは、撮像装置制御部230から送信される制御信号によって制御されるものとする。撮像素子1106は、接続部材107に設けられたレール上に設置され、当該レールに沿って第1の位置と第2の位置との間を移動する。撮像装置制御部230は、例えば、撮像装置1010のCPUまたは制御回路等を介して撮像装置1010のモータを制御することにより、撮像素子1106を移動させるものとしても良い。 As an example of the moving method of the image sensor 1106, the connection member 107 of this embodiment is provided with a rail (not shown). In addition, the imaging device 1010 includes a motor (not shown) that supplies power for moving the imaging device 1106 installed on the rail. The motor is controlled by a control signal transmitted from the imaging device control unit 230. The image sensor 1106 is installed on a rail provided on the connection member 107, and moves between the first position and the second position along the rail. The imaging device control unit 230 may move the imaging device 1106 by controlling a motor of the imaging device 1010 via a CPU or a control circuit of the imaging device 1010, for example.
 本実施形態の撮像装置制御部230は、鉄道車両RVの進行方向に応じて、撮像素子1106の位置を制御する。より詳細には、撮像装置制御部230は、判断部220が第1の撮像画像を撮像すると判断した場合に、撮像素子1106を、第1のレンズ1103を透過した第1の光1100を受光し、かつ、第2のレンズ1104を透過した第2の光1200を受光しない第1の位置に移動させる。また、撮像装置制御部230は、判断部220が第2の撮像画像を撮像すると判断した場合に、撮像素子1106を、第1の光1100を受光せず、かつ、第2の光1200を受光する第2の位置に移動させる。 The imaging device control unit 230 of the present embodiment controls the position of the imaging element 1106 according to the traveling direction of the railway vehicle RV. More specifically, when the determination unit 220 determines to capture the first captured image, the imaging device control unit 230 receives the first light 1100 that has passed through the first lens 1103 through the imaging element 1106. In addition, the second light 1200 transmitted through the second lens 1104 is moved to the first position where it is not received. In addition, when the determination unit 220 determines that the second captured image is to be captured, the imaging device control unit 230 does not receive the first light 1100 and does not receive the second light 1200. To the second position.
 次に、以上のように構成された本実施形態の情報処理装置20で実行されるレール検査および支障部検出の処理について説明する。図6は、本実施形態にかかるレール検査および支障部検出の処理の流れの一例を示すフローチャートである。S1の加速度データの取得から、S2の鉄道車両RVの進行方向の判断までは図4で説明した第1の実施形態のS1、S2の処理と同様である。 Next, the rail inspection and obstacle detection processing executed by the information processing apparatus 20 of the present embodiment configured as described above will be described. FIG. 6 is a flowchart illustrating an example of a flow of rail inspection and obstacle detection processing according to the present embodiment. The process from the acquisition of the acceleration data in S1 to the determination of the traveling direction of the railway vehicle RV in S2 is the same as the processes in S1 and S2 in the first embodiment described in FIG.
 判断部220は、撮像装置1010が設置された車両90が鉄道車両RVの後端に位置すると判断した場合(S2“Yes”)、第2の撮像画像を撮像すると判断する。この場合、撮像装置制御部230は、撮像装置1010を制御して第2の撮像画像を撮像させる。具体的には、撮像装置制御部230は、撮像装置1010に対して制御信号を送信して、撮像素子1106を第2の位置に移動させる(S103)。この場合、撮像素子1106は、第2のレンズ1104を透過した第2の光1200を受光して、第2の撮像画像を撮像する。 When the determination unit 220 determines that the vehicle 90 on which the imaging device 1010 is installed is located at the rear end of the railway vehicle RV (S2 “Yes”), the determination unit 220 determines to capture the second captured image. In this case, the imaging device control unit 230 controls the imaging device 1010 to capture the second captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 1010, and moves the imaging device 1106 to the second position (S103). In this case, the image sensor 1106 receives the second light 1200 that has passed through the second lens 1104 and captures a second captured image.
 S4の第2の撮像画像の取得から、S8の出力の処理までは図4で説明した第1の実施形態のS4~S8の処理と同様である。 From the acquisition of the second captured image in S4 to the output process in S8 are the same as the processes in S4 to S8 in the first embodiment described in FIG.
 また、判断部220は、撮像装置1010が搭載された車両90が鉄道車両RVの先頭に位置すると判断した場合(S2“No”)、第1の撮像画像を撮像すると判断する。この場合、撮像装置制御部230は、撮像装置1010を制御して第1の撮像画像を撮像させる。具体的には、撮像装置制御部230は、撮像装置1010に対して制御信号を送信して、撮像素子1106を第1の位置に移動させる(S109)。この場合、撮像素子1106は、第1のレンズ1103を透過した第1の光1100を受光して、第1の撮像画像を撮像する。 Further, when determining that the vehicle 90 on which the imaging device 1010 is mounted is positioned at the head of the railway vehicle RV (S2 “No”), the determination unit 220 determines to capture the first captured image. In this case, the imaging device control unit 230 controls the imaging device 1010 to capture the first captured image. Specifically, the imaging device control unit 230 transmits a control signal to the imaging device 1010, and moves the imaging device 1106 to the first position (S109). In this case, the imaging element 1106 receives the first light 1100 that has passed through the first lens 1103 and captures the first captured image.
 S10の第1の撮像画像の取得から、S15の出力の処理までは図4で説明した第1の実施形態のS10~S15の処理と同様である。 From the acquisition of the first captured image in S10 to the output process in S15 are the same as the processes in S10 to S15 in the first embodiment described in FIG.
 このように、本実施形態の情報処理装置20は、第1の撮像画像を撮像すると判断した場合に、撮像素子1106を第1の位置に移動させ、第2の撮像画像を撮像すると判断した場合に、撮像素子1106を第2の位置に移動させる。このため、本実施形態の情報処理装置20によれば、第1の実施形態の効果を備えた上で、第1の光1100および第2の光1200を偏光せずに撮像装置1010の撮像範囲を切り替えて支障物の検出とレールRの状態の検査とを行うことができる。 As described above, when the information processing apparatus 20 according to the present embodiment determines to capture the first captured image, the information processing apparatus 20 moves the image sensor 1106 to the first position and determines to capture the second captured image. Then, the image sensor 1106 is moved to the second position. For this reason, according to the information processing apparatus 20 of the present embodiment, the imaging range of the imaging apparatus 1010 is obtained without polarizing the first light 1100 and the second light 1200 while having the effects of the first embodiment. The obstacles can be detected and the state of the rail R can be inspected.
 以上説明したとおり、第1、第2の実施形態の情報処理装置20によれば、鉄道車両RVの進行方向に応じて第1の撮像画像または第2の撮像画像とを撮像するため、営業用の鉄道車両RVを用いてレールRの検査を効率的に行うことができる。 As described above, according to the information processing apparatus 20 of the first and second embodiments, since the first captured image or the second captured image is captured according to the traveling direction of the railway vehicle RV, The rail R can be efficiently inspected using the railway vehicle RV.
 第1、第2の実施形態の情報処理装置20で実行されるレール検査および支障部検出プログラムは、インストール可能な形式又は実行可能な形式のファイルでCD-ROM、フレキシブルディスク(FD)、CD-R、DVD(Digital Versatile Disk)等のコンピュータで読み取り可能な記録媒体に記録されて提供される。 The rail inspection and trouble detecting program executed by the information processing apparatus 20 of the first and second embodiments is a file in an installable format or an executable format, and is a CD-ROM, a flexible disk (FD), a CD- Provided by being recorded on a computer-readable recording medium such as R, DVD (Digital Versatile Disk).
 また、第1、第2の実施形態の情報処理装置20で実行されるレール検査および支障部検出プログラムを、インターネット等のネットワークに接続されたコンピュータ上に格納し、ネットワーク経由でダウンロードさせることにより提供するように構成しても良い。また、第1、第2の実施形態の情報処理装置20で実行されるレール検査および支障部検出プログラムをインターネット等のネットワーク経由で提供または配布するように構成しても良い。また、第1、第2の実施形態の情報処理装置20で実行されるレール検査および支障部検出プログラムを、ROM等に予め組み込んで提供するように構成してもよい。 In addition, the rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments is stored on a computer connected to a network such as the Internet and provided by being downloaded via the network. You may comprise so that it may do. Further, the rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments may be provided or distributed via a network such as the Internet. Moreover, you may comprise so that the rail test | inspection and trouble part detection program which are performed with the information processing apparatus 20 of 1st, 2nd embodiment may be provided by previously incorporating in ROM etc.
 第1、第2の実施形態の情報処理装置20で実行されるレール検査および支障部検出プログラムは、上述した各部(取得部、判断部、撮像装置制御部、レール検査部、第1のレール認識部、算出部、支障物検出部、第2のレール認識部、監視領域設定部、検出部、出力部)を含むモジュール構成となっており、実際のハードウェアとしてはCPU(プロセッサ)が上記記憶媒体からレール検査および支障部検出プログラムを読み出して実行することにより上記各部が主記憶装置上にロードされ、取得部、判断部、撮像装置制御部、レール検査部、第1のレール認識部、算出部、支障物検出部、第2のレール認識部、監視領域設定部、検出部、出力部が主記憶装置上に生成されるようになっている。 The rail inspection and obstacle detection program executed by the information processing apparatus 20 of the first and second embodiments includes the above-described units (acquisition unit, determination unit, imaging device control unit, rail inspection unit, first rail recognition). Module, calculation unit, obstacle detection unit, second rail recognition unit, monitoring area setting unit, detection unit, output unit), and CPU (processor) stores the above as actual hardware By reading and executing the rail inspection and obstacle detection program from the medium, the above-described units are loaded onto the main storage device, and the acquisition unit, the determination unit, the imaging device control unit, the rail inspection unit, the first rail recognition unit, and the calculation The unit, the obstacle detection unit, the second rail recognition unit, the monitoring area setting unit, the detection unit, and the output unit are generated on the main storage device.
 本発明のいくつかの実施形態を説明したが、これらの実施形態は、例として提示したものであり、発明の範囲を限定することは意図していない。これら新規な実施形態は、その他の様々な形態で実施されることが可能であり、発明の要旨を逸脱しない範囲で、種々の省略、置き換え、変更を行うことができる。これら実施形態やその変形は、発明の範囲や要旨に含まれるとともに、請求の範囲に記載された発明とその均等の範囲に含まれる。 Although several embodiments of the present invention have been described, these embodiments are presented as examples and are not intended to limit the scope of the invention. These novel embodiments can be implemented in various other forms, and various omissions, replacements, and changes can be made without departing from the spirit of the invention. These embodiments and modifications thereof are included in the scope and gist of the invention, and are included in the invention described in the claims and the equivalents thereof.

Claims (6)

  1.  鉄道車両の進行方向に応じて、前記鉄道車両の正面方向の所定位置の第1の撮像画像と、前記所定位置よりも前記鉄道車両に近い位置の第2の撮像画像と、のいずれを撮像するかを判断する判断部と、
     前記判断部の判断結果に基づいて、前記鉄道車両に搭載された撮像装置を制御して前記第1の撮像画像または前記第2の撮像画像を撮像させる制御部と、
     前記第1の撮像画像が撮像された場合に、前記第1の撮像画像に基づいて、前記鉄道車両の走行予定経路に存在する支障物を検出する検出部と、
     前記第2の撮像画像が撮像された場合に、前記第2の撮像画像に基づいて、前記鉄道車両が走行するレールの状態を検査する検査部と、
     を備える線路検査装置。
    Depending on the traveling direction of the railway vehicle, either the first captured image at a predetermined position in the front direction of the railway vehicle or the second captured image at a position closer to the railway vehicle than the predetermined position is captured. A determination unit for determining whether or not
    Based on the determination result of the determination unit, a control unit that controls the imaging device mounted on the railway vehicle to capture the first captured image or the second captured image;
    When the first captured image is captured, based on the first captured image, a detection unit that detects an obstacle present on the planned travel route of the railway vehicle;
    An inspection unit that inspects the state of the rail on which the railway vehicle travels based on the second captured image when the second captured image is captured;
    A track inspection apparatus comprising:
  2.  前記判断部は、前記鉄道車両が、前記撮像装置が設置された車両を先頭として走行する場合に、前記第1の撮像画像を撮像すると判断し、前記鉄道車両が、前記撮像装置が設置された車両を後端として走行する場合に、前記第2の撮像画像を撮像すると判断する、
     請求項1に記載の線路検査装置。
    The determination unit determines that the railway vehicle captures the first captured image when traveling with the vehicle on which the imaging device is installed as the head, and the railway vehicle has the imaging device installed. When traveling with the vehicle as the rear end, it is determined to capture the second captured image;
    The track inspection device according to claim 1.
  3.  前記撮像装置は、前記所定位置を撮像可能な第1のレンズと、前記所定位置よりも前記鉄道車両に近い位置を撮像可能な第2のレンズとを備え、
     前記第1の撮像画像は、前記撮像装置が前記第1のレンズを用いて撮像した画像であり、
     前記第2の撮像画像は、前記撮像装置が前記第2のレンズを用いて撮像した画像であり、
     前記制御部は、前記判断部が前記第1の撮像画像を撮像すると判断した場合に、前記撮像装置を制御して前記第1のレンズを介して前記第1の撮像画像を撮像させ、前記判断部が前記第2の撮像画像を撮像すると判断した場合に、前記撮像装置を制御して前記第2のレンズを介して前記第2の撮像画像を撮像させる、
     請求項1または2に記載の線路検査装置。
    The imaging apparatus includes a first lens that can image the predetermined position, and a second lens that can image a position closer to the railcar than the predetermined position;
    The first captured image is an image captured by the imaging device using the first lens,
    The second captured image is an image captured by the imaging device using the second lens,
    When the determination unit determines to capture the first captured image, the control unit controls the imaging device to capture the first captured image via the first lens, and determines the determination. When the unit determines to capture the second captured image, the imaging device is controlled to capture the second captured image via the second lens.
    The track inspection device according to claim 1 or 2.
  4.  前記撮像装置は、撮像素子と前記第1のレンズおよび前記第2のレンズとの間に、透過軸方向を変更可能なフィルタ部を有し、
     前記制御部は、前記判断部が前記第1の撮像画像を撮像すると判断した場合に、前記フィルタ部の透過軸方向を、前記第1のレンズを透過した第1の光を透過させる方向に制御し、前記判断部が前記第2の撮像画像を撮像すると判断した場合に、前記フィルタ部の透過軸方向を、前記第2のレンズを透過した第2の光を透過させる方向に制御する、
     請求項3に記載の線路検査装置。
    The imaging apparatus includes a filter unit capable of changing a transmission axis direction between the imaging element, the first lens, and the second lens,
    The control unit controls the transmission axis direction of the filter unit to transmit the first light transmitted through the first lens when the determination unit determines to capture the first captured image. When the determination unit determines to capture the second captured image, the transmission axis direction of the filter unit is controlled to a direction that transmits the second light transmitted through the second lens.
    The track inspection device according to claim 3.
  5.  前記撮像装置の撮像素子は、前記撮像装置内で移動可能に設置され、
     前記制御部は、前記判断部が前記第1の撮像画像を撮像すると判断した場合に、前記撮像素子を、前記第1のレンズを透過した第1の光を受光し、かつ、前記第2のレンズを透過した第2の光を受光しない第1の位置に移動させ、前記判断部が前記第2の撮像画像を撮像すると判断した場合に、前記撮像素子を、前記第1の光を受光せず、かつ、前記第2の光を受光する第2の位置に移動させる、
     請求項3に記載の線路検査装置。
    The imaging device of the imaging device is installed movably in the imaging device,
    When the determination unit determines to capture the first captured image, the control unit receives the first light transmitted through the first lens, and the second light is transmitted through the first lens. When the second light transmitted through the lens is moved to a first position where the second light is not received, and the determination unit determines to capture the second captured image, the image sensor receives the first light. And moving to the second position for receiving the second light,
    The track inspection device according to claim 3.
  6.  前記レールの状態は、前記レールの軌間と、前記レールの曲率と、前記撮像装置から前記レールまでの距離の少なくとも1つを含み、
     前記検査部は、
     前記第2の撮像画像から前記レールを認識する認識部と、
     認識された前記レールの軌間と、前記レールの曲率と、前記撮像装置から前記レールまでの距離と、の少なくとも1つを算出する算出部と、を含む、
     請求項1から5のいずれか1項に記載の線路検査装置。
    The state of the rail includes at least one of a gap between the rails, a curvature of the rail, and a distance from the imaging device to the rail,
    The inspection unit
    A recognition unit for recognizing the rail from the second captured image;
    A calculation unit that calculates at least one of the recognized gap between the rails, the curvature of the rails, and the distance from the imaging device to the rails;
    The track inspection device according to any one of claims 1 to 5.
PCT/JP2019/015030 2018-04-05 2019-04-04 Railway track inspection device WO2019194293A1 (en)

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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH07324919A (en) * 1994-05-30 1995-12-12 Tokimec Inc Track inspection apparatus
JPH0814893A (en) * 1994-06-30 1996-01-19 East Japan Railway Co Rail displacement measuring device
JPH08282491A (en) * 1995-04-17 1996-10-29 Central Japan Railway Co Slack sensing device for rail coupling device
JP2017083245A (en) * 2015-10-27 2017-05-18 株式会社明電舎 Clearance limit determination device

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH07324919A (en) * 1994-05-30 1995-12-12 Tokimec Inc Track inspection apparatus
JPH0814893A (en) * 1994-06-30 1996-01-19 East Japan Railway Co Rail displacement measuring device
JPH08282491A (en) * 1995-04-17 1996-10-29 Central Japan Railway Co Slack sensing device for rail coupling device
JP2017083245A (en) * 2015-10-27 2017-05-18 株式会社明電舎 Clearance limit determination device

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