In-yard train set number display system and in-yard train set number display method
The in-yard train set number display system efficiently integrates with existing depot facilities to provide real-time updates on train formations, addressing the inefficiencies of traditional methods by using imaging and OCR technology to display and manage train positions and numbers.
Patent Information
- Application Number
- JP2021202226
- Authority / Receiving Office
- JP · JP
- Patent Type
- Patents
- Current Assignee / Owner
- Filing Date
- 2021-12-14
- Publication Date
- 2025-09-16
- Estimated Expiration
- 2041-12-14
AI Technical Summary
Existing train traffic control methods require significant effort and cost to implement in existing depot facilities, and they fail to provide real-time updates on train formations within the depot, leading to inefficiencies and challenges in managing train operations.
An in-yard train set number display system and method that uses a number imaging device, OCR device, and image processing device to identify and display train formation numbers on existing depot facilities, incorporating the numbers into depot images using linking data to facilitate quick confirmation of train positions and formations.
Enables easy installation in existing facilities and allows for quick confirmation of train formation numbers within the depot, improving operational efficiency and real-time management of train movements.
Smart Images

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Figure 0007739163000002 
Figure 0007739163000003
Abstract
Description
[Technical Field]
[0001] The present invention relates to a system and method for displaying a train set number on an image of a train depot premises, in which a train set number is assigned to the image and displayed. [Background technology]
[0002] Traditionally, within a depot, the shunting (maintenance, cleaning, and organization) of trains organized according to a schedule shown on paper was managed. To determine the location of trains (train formations) within the depot premises, workers would refer to a schedule on a diagram of the depot premises that was written on a whiteboard in the depot office, write the train formation number on a magnet that indicated the train, and then change the position of this magnet to share information with each worker, such as cleaners and inspectors.
[0003] As such, without referring to the schedule, it was impossible to understand which formation (train) was where within the depot, and it was difficult to frequently change the position of the magnets, so the display of the situation within the depot could not be updated in real time.
[0004] In particular, when the timetable is disrupted, trains with different formations than those listed on the schedule may enter the depot, and there is no time to correct the formation numbers on the whiteboard, which can be time-consuming to share information with each worker. For example, workers may have to check with the person who created the schedule, or they may have to visually check the train formation numbers.
[0005] On the other hand, Patent Document 1 describes a train operation management method in which, at a vehicle depot, the formation number (described in the document as a management number including the formation number) of a train moving within the vehicle depot is identified based on interlocking conditions, the position of the train is detected using train detection signals from each track circuit within the vehicle depot, and the identified train formation number is displayed along with the train's position to manage train operations. [Prior art documents] [Patent documents]
[0006] [Patent Document 1] Japanese Patent Application Laid-Open No. 2000-289619 Summary of the Invention [Problem to be solved by the invention]
[0007] However, the train traffic control method described in Patent Document 1 does not use images of the depot premises used in existing premises facilities, so the train formation number had to be created from an image of the premises that serves as a base for tracking and displaying the train. This meant that building the system required a great deal of effort and cost, making it difficult to introduce the train traffic control method described in the document and leaving room for improvement.
[0008] The present invention has been developed in consideration of the above-mentioned problems, and its object is to provide an in-yard train set number display system and an in-yard train set number display method that can be easily installed in existing in-yard facilities (without modifying the operation system) and that enable the train set numbers of trains within the depot to be quickly confirmed. [Means for solving the problem]
[0009] The in-vehicle train number display system according to the present invention comprises a number imaging device that captures an image of the train numbers of the cars that make up a train that is entering or leaving a depot, or the train number of the train, to obtain a number image; a depot image capture device that obtains an in-vehicle image showing the position of the train within the depot; an OCR device that identifies characters appearing in the number image received from the number imaging device; an image processing device connected to a database that stores linking data that links the train number and the car number; and a display device that displays and outputs an image, wherein the OCR device transmits number information related to the identified characters to the image processing device, The image processing device is characterized in that, if the number information received from the OCR device indicates the train formation number, it displays and outputs on the display device an image with a train formation number in which the number information is incorporated into the part corresponding to the train in the train premises image received from the train premises image acquisition device, or, if the number information received from the OCR device indicates the vehicle number, it refers to the database to identify the train formation number corresponding to the vehicle number from the linking data, and displays and outputs on the display device an image with a train formation number in which the train formation number is incorporated into the part corresponding to the train in the train premises image.
[0010] The method for displaying train formation numbers for train yard use according to the present invention includes a number imaging process for imaging the vehicle numbers of the vehicles that make up a train or the train formation number of the train, which are attached to a train entering or leaving a train depot, to obtain a number image; a yard image acquisition process for acquiring a yard image showing the position of the train within the vehicle depot yard; an identification process for identifying characters appearing in the number image acquired in the number imaging process; and a display output process, wherein in the display output process, if the number information related to the characters identified in the identification process indicates the train formation number, an image with a train formation number is generated in which the number information is incorporated into a portion of the yard image acquired in the yard image acquisition process that corresponds to the train; or, if the number information related to the characters identified in the identification process indicates the vehicle number, the linking data linking the train formation number and the vehicle number is referenced, and the train formation number corresponding to the vehicle number is identified from the linking data, and an image with a train formation number is generated in which the train formation number is incorporated into a portion of the yard image that corresponds to the train, and the generated image with a train formation number is displayed and output. [Effects of the Invention]
[0011] According to the present invention, it is possible to provide an on-board train formation number display system and an on-board train formation number display method that can be easily installed in existing on-board facilities and that enable the train formation numbers of trains within a vehicle depot to be quickly confirmed. [Brief explanation of the drawings]
[0012] [Figure 1] 1 is a conceptual diagram showing the flow of images, data, and information in an on-site train set number display system according to this embodiment. [Figure 2] FIG. 2 is a flow chart showing a method for displaying an on-site train set number according to the present embodiment. [Figure 3] (a) is a diagram showing a train line connecting platform 1 and the entry / exit point in an image of the station premises. (b) is a diagram showing an image with a train number in a state where a line indicating the presence of a train is displayed at the entry / exit point, and the train number is displayed near the line. [Figure 4](a) is a diagram showing an image with a train set number when the line indicating the presence of a train has extended to the point and the train set number is displayed at the front of the line (train), and (b) is a diagram showing an image with a train set number when the train has entered platform 1. [Figure 5] FIG. 2 is a diagram showing the positions of train formation numbers and vehicle numbers, and is a diagram schematically showing a camera capturing an image of the vehicle number. [Figure 6] FIG. 2 is a schematic diagram showing some of the functions of a terminal installed in a rail depot. [Figure 7] FIG. 2 is a schematic diagram showing some of the functions of a terminal installed in a depot office. [Figure 8] FIG. 1 is a schematic diagram showing some of the functions of a terminal installed at a signal station. [Figure 9] FIG. 10 is a schematic diagram showing some of the functions of a terminal according to a modified example installed in a railroad depot. [Figure 10] This is a figure showing an image with train formation numbers relating to the first variant, in which a line indicating the presence of a train is displayed at the entry / exit location, and when two train formation numbers are identified for one train, the two train formation numbers are displayed near the line. [Figure 11] FIG. 10 is a flowchart showing a method for processing a train composition number according to a second modified example. [Figure 12] FIG. 10 is a diagram showing an image with a train formation number indicating that the train is stopped, relating to a third modified example. [Figure 13] FIG. 10 is a diagram showing an image with a train formation number indicating that the identified train formation number is different from the planned train formation number, relating to the fourth modified example. DETAILED DESCRIPTION OF THE INVENTION
[0013] Hereinafter, an on-site train set number display system 1 according to an embodiment of the present invention will be described. The drawings used in this embodiment are intended to illustrate the configuration of the on-board train set number display system 1 of the present invention, and are not intended to limit the present invention. For example, although the terminals at each location are separated and the functions are assigned to each terminal, the present invention is not limited to this configuration, and each terminal may be provided with the functions of the other terminals. In addition, in all drawings, similar components are given similar reference numerals, and duplicate explanations are omitted as appropriate.
[0014] <Summary> First, an overview of the on-board train set number display system 1 and on-board train set number display method according to this embodiment will be described with reference to Figs. 1 to 9. Fig. 1 is a conceptual diagram showing the flow of images, data, and information in the on-board train set number display system 1 according to this embodiment. Fig. 2 is a flow chart showing the on-board train set number display method according to this embodiment. Figure 3(a) is a diagram showing a state in which a line of travel connecting platform 1 and the entry / exit point is shown in the station premises image 12, and Figure 3(b) is a diagram showing an image 15 with a train formation number in a state in which a line indicating the presence of train 2 is shown at the entry / exit point, and train formation number 21 is shown near the line. Figure 4(a) is a diagram showing an image 15 with a train formation number when the line indicating the presence of train 2 extends to the point position, and the train formation number 21 is displayed at the front of the line (train 2), and Figure 4(b) is a diagram showing an image 15 with a train formation number when train 2 has entered platform 1. FIG. 5 is a diagram showing the positions of the formation number 21 and the car numbers 22, 23, and 24 of the train 2, and is a diagram schematically showing the camera 3 capturing an image of the car number 24. Figure 6 is a schematic diagram showing some of the functions of terminal 4 installed in vehicle depot 7, Figure 7 is a schematic diagram showing some of the functions of terminal 5 installed in vehicle depot office 8, Figure 8 is a schematic diagram showing some of the functions of terminal 6 installed in signal box 9, and Figure 9 is a schematic diagram showing some of the functions of terminal 4X related to a modified example installed in vehicle depot 7. Note that the station image 12 shown in Figure 3 and the image with train formation number 15 shown in Figure 4 etc. only show platforms 1 to 3 for the sake of convenience of explanation, but of course there may be more platforms.
[0015] The on-board train number display system 1 shown in Figure 1 comprises a number imaging device (camera 3) that images the vehicle numbers 22, 23, 24 of the vehicles 20 (see Figure 5) that make up the train 2 or the train number 21 of the train 2, which are attached to the train 2 entering or leaving the vehicle depot 7, to acquire a number image 11 (see Figure 1), an on-board image acquisition device (capture unit 60) that acquires an on-board image 12 showing the position of the train 2 within the vehicle depot 7, an OCR device (OCR unit 40, see Figure 6) that identifies characters appearing in the number image 11 received from the camera 3, an image processing device (image processing unit 52, see Figure 7) connected to a database 17 that stores linking data 13 (see Figure 1) that links the train number 21 with the vehicle numbers 22, 23, 24, and a display device that displays and outputs the image (display unit 31 in Figure 1, display unit 53 in Figure 7, display unit 63 in Figure 8).
[0016] The OCR unit 40 is a functional unit equipped with known optical character recognition (OCR) technology, and may be a unit that performs character recognition on the scanned figure using a predetermined judgment logic, or may be an AI-OCR that performs character recognition using artificial intelligence. The OCR unit 40 transmits the number information 14 (see FIG. 1) relating to the identified characters to the image processing unit 52. If the number information 14 received from the OCR unit 40 indicates the train formation number 21, the image processing unit 52 displays and outputs on the display units 31, 53, 63 an image 15 with a train formation number, in which the number information 14 is incorporated into the portion of the station premises image 12 received from the capture unit 60 corresponding to the train 2. In addition, if the number information 14 received from the OCR unit 40 indicates the vehicle number 22, the image processing unit 52 refers to the database 17 to identify the train number 21 corresponding to the vehicle number 22 from the linking data 13, and displays and outputs on the display units 31, 53, and 63 an image 15 with the train number, in which the train number 21 is incorporated into the part of the premises image 12 corresponding to the train 2.
[0017] "Entering the depot" refers to train 2 entering the depot 7, and "leaving the depot" refers to train 2 leaving the depot 7. Both are also referred to as "entering and leaving the depot." The object of acquisition of the premises image 12 by the premises image acquisition device (capture unit 60) may be the screen shown on the display at the signal station 9, or the surface of a route control panel (not shown). When the object to be acquired is a route control panel, the premises image 12 is acquired by an image capture using a camera (not shown), but when the object is a screen shown on a display, the image can be acquired by an image capture using a camera (not shown) or by the capture unit 60.
[0018] At the vehicle depot 7, the train 2 is photographed by the camera 3 installed at the entry and exit points, and the worker can see that the photographed train 2 is entering and leaving the vehicle depot 7, and the vehicle number 22, 23, 24 or the train number 21 shown on the entering and leaving train 2. In addition, at the signal station 9, the worker can determine the location of the train 2 by taking an image of the premises image 12 shown on the surface of the route control panel (not shown) or on the display of the signal station 9 with a camera (not shown), or by capturing the premises image 12 shown on the display of the signal station 9 with a capture unit 60. The image 15 with the train set number is formed by the image processing unit 52 by incorporating the train set number 21 obtained at the depot 7 into the portion of the yard image 12 obtained at the signal station 9 that corresponds to the train 2.
[0019] The connection between the database 17 and the image processing device (image processing unit 52) includes a direct wired connection as well as a wireless connection via radio waves. In this embodiment, the database 17 and the image processing unit 52 (terminal 5) are connected via the Internet 10, which is an electronic communication line. It is preferable that the linking data 13 is downloaded in advance to the terminal 5 having the image processing unit 52 via the Internet 10.
[0020] Furthermore, in the above, incorporating the number information 14 into a portion corresponding to train 2, or incorporating the train set number 21 into a portion corresponding to train 2, may mean incorporating it near the display of train 2, or adding a leader line and incorporating it a little further away from the display of train 2. Furthermore, these also include incorporating the number information 14 or the train set number 21 into a portion near the planned depot position of train 2.
[0021] The "number capturing device" may be a camera 3 installed at least at the boundary between the premises and outside the premises (entrance and exit points), but is not limited to this configuration and may also be a mobile camera (including a smartphone or other mobile device with a camera) used by a worker.
[0022] The method for generating the image 15 with the train set number is to write the train set number 21 on the station premises image 12 to create one piece of image data (JPEG, etc.), but is not limited to this configuration. For example, the train set number 21 may be formed on a layer separate from the layer of the station premises image 12 and displayed superimposed on the station premises image 12. In other words, the image 15 with the train set number displayed at one time on the display may be a single image in which the train set number 21 is embedded in the station premises image 12, or multiple images including the station premises image 12 and other images in which the train set number 21 is displayed and superimposed on the station premises image 12.
[0023] As shown in Figure 2, the method for displaying on-site train formation numbers includes a number imaging process (step S1) for imaging the vehicle numbers 22, 23, 24 of the vehicles 20 (see Figure 5) that make up the train 2 or the train formation number 21 of the train 2, which are attached to the train 2 entering or leaving the vehicle depot 7, to obtain a number image 11 (see Figure 1), a yard image acquisition process (step S2) for obtaining a yard image 12 showing the position of the train 2 within the vehicle depot 7, an identification process (step S3) for identifying characters appearing in the number image 11 obtained in the number imaging process (step S1), and a display output process (step S5). In the display output process (step S5), if the number information 14 (see Figure 1) related to the characters identified in the identification process (step S3) indicates the train formation number 21, an image 15 with a train formation number is generated in which the number information 14 is incorporated into the portion corresponding to the train 2 in the yard image 12 acquired in the yard image acquisition process (step S2), or if the number information 14 related to the characters identified in the identification process (step S3) indicates the vehicle number 22, the linking data 13 linking the train formation number 21 and the vehicle number 22 is referenced, the train formation number 21 corresponding to the vehicle number 22 is identified from the linking data 13, and an image 15 with a train formation number is generated in which the train formation number 21 is incorporated into the portion corresponding to the train 2 in the yard image 12, and the generated image 15 with a train formation number is displayed on a display device (display unit 31 in Figure 1, display unit 53 in Figure 7, display unit 63 in Figure 8). After the identifying step (step S3), a number information transmitting step (step S4) may be provided in which number information 14 relating to the identified characters is transmitted to the image processing device (image processing unit 52).
[0024] According to the above configuration, a system can be easily set up for the existing yard image 12, and the formation number 21 of the train 2 in the rail yard 7 can be known.
[0025] <Image with train number> First, the image 15 with the train set number will be described with reference to FIGS. 3, 4, and later-described Figures 10, 12, and 13, the solid lines, thin dashed lines, and thick dashed lines actually represent lines that are distinguished by color. Specifically, the solid lines are shown in white, the thin dashed lines are shown in yellow, and the thick dashed lines are shown in red, with the background of these lines being shown in black. 3, 4, and later-described FIGS. 10, 12, and 13, solid lines (white) indicate the laid tracks of train 2, thin dashed lines (yellow) indicate the imaginary line of travel of train 2 (lines indicating the planned travel), and thick dashed lines (red) indicate the position of train 2. These are identified by RGB information.
[0026] First, as shown in the station premises image 12 in Figure 3(a), the area showing the route of train 2 according to the plan (the planned progress of train 2 entering or leaving the station) is changed from a solid line (white) to a thin dashed line (yellow). Next, as shown in Figure 3(b), when train 2 arrives at the entry / exit point (when entering the station), the thin dashed line (yellow) indicating the entry point is changed to a thick dashed line (red). At this time, the image processing unit 52, which will be described later, adds the train set number 21 near the beginning of the thick dashed line (or adds a layer including the train set number 21). Then, as shown in Figure 4(a), when train 2 reaches the position of a point not shown, the thick dashed line (red) extends to a position corresponding to that position, and the image processing unit 52 moves the position of the formation number 21 near the front of the thick dashed line. Finally, as shown in Figure 4(b), when train 2 enters platform 1, the thin dashed line (yellow) at the position corresponding to the entering position is displayed as a thick dashed line (red), and the image processing unit 52 maintains the display of the train formation number 21 for at least a certain period of time.
[0027] According to the above configuration, the image processing unit 52 incorporates the formation number 21 into the area corresponding to the thick dashed line (red) rather than the thin dashed line (yellow), thereby making it possible to identify the formation number 21 of train 2 along with its position in real time. Therefore, if train 2 is unable to move after entering the station and moving on the thin dashed line due to a malfunction of a point machine (not shown) or a malfunction of train 2 itself, this is beneficial in that train 2 can be identified by its formation number 21.
[0028] In addition, by having the image processing unit 52 incorporate the formation number 21 in the area corresponding to the thick dashed line in this way, it is preferable to redraw a new thin dashed line (yellow) if the train 2 is unable to move for the reasons mentioned above or the like.
[0029] Furthermore, the indication of these may not be by a difference in color, but may be by a difference in the type of line, such as a thin dashed line as shown in Figure 3 above, or by a difference in the display mode (such as blinking, lighting, or blinking intervals). In addition, in Figure 4, which shows the intermediate route between the time of entering the depot in Figure 3(b) and the time of leaving the depot in Figure 4(b), the train formation number 21 is also shown, but the display of the train formation number 21 on the intermediate route is optional.
[0030] <Configuration of each part> Next, the configuration of each part of the on-board train set number display system 1 will be described with reference to the drawings.
[0031] (Depot) 5, a camera 3 installed in a railyard 7 captures an image of the side of a train 2 (car 20) to acquire images showing car numbers 22, 23, and 24. The camera 3 may also capture an image of the front of the train 2 to directly acquire an image showing the formation number 21.
[0032] In particular, the location and size of the train formation number 21 may vary depending on the train 2, and as will be described later, if one train 2 has two train formation numbers 21 and 21X, the front of the vehicle number 24 showing the rear train formation number 21X is likely to be located in the blind spot of the camera 3 due to the vehicle in front of it. If the vehicle numbers 22, 23, and 24 of the train 2 can be acquired (imaged), the number assignment unit 54 of the terminal 5, which will be described later, can refer to the linking data 13 to derive the formation number 21.
[0033] In other words, taking pictures of the vehicle numbers 22, 23, and 24 with the camera 3 rather than the train set numbers 21 and 21X allows for more stable and accurate extraction of the train set numbers 21 and 21X. The linking data 13 is obtained via the Internet 10 from a database 17 registered in a terminal 16 that constitutes a system for managing vehicles.
[0034] The camera 3 is preferably equipped with an infrared sensor that can take pictures at night. Alternatively, it may be a solar panel type that does not require a power source. It is preferable that the camera 3 and the terminal 4 are capable of wireless communication, since this eliminates the need for wiring work.
[0035] In this embodiment, when the camera 3 captures an image of the train 2, the presence of the train 2 is detected and the camera 3 automatically performs a photographing operation. However, the present invention is not limited to such a configuration.
[0036] For example, the on-site train formation number display system 1 (including, for example, a terminal 4X installed in a vehicle depot 7, see Figure 9) is equipped with a control device (control unit 42) connected to an on-site image acquisition device (capture unit 60) described below and a number imaging device (camera 3). The control unit 42 may be configured to cause the camera 3 to capture the number image 11 when the premises image 12 acquired by the capture unit 60 includes an indication that the train 2 is moving.
[0037] In this specification, "connection" includes not only a wired connection but also a wireless connection and a connection via the Internet 10. As described above, the on-premises image acquisition device may be a camera (not shown) in addition to the capture unit 60. According to the above configuration, the number image capturing device (camera 3) can be automatically activated at a timing when the number image 11 of the train 2 can be captured, and image omissions can be prevented without constant operation.
[0038] The terminal 4 at the vehicle depot 7 mainly comprises an OCR unit 40 that identifies characters appearing in the number image 11 received from the camera 3, as shown in Figure 6, and a transceiver unit 41 that receives the number information 14 identified by the OCR unit 40 and sends the number information 14 to the terminal 5 at the vehicle depot office 8.
[0039] (Signal Station) As shown in Figure 8, the terminal 6 of the signal station 9 mainly comprises a capture unit 60, a transmission / reception unit 61 that sends image data captured by the capture unit 60 to an analysis unit 62, and an analysis unit 62 that analyzes this image data.
[0040] The analysis unit 62 performs processing to add information on plane coordinates (X, Y coordinates) and RGB values to the image data. By processing in this way, the position of the train 2 in the premises image 12 can be expressed by coordinates. For example, when train 2 moves from entering the depot to entering platform 1, this is indicated by a moving red line (thick dashed line) on the yard image 12. The coordinates of the RGB values indicating red added to the analysis unit 62 change in response to the movement of this red line.
[0041] When the capture unit 60 is used as an on-premise image acquisition device, the display of the terminal 6 can be captured in real time, and the image 15 with the train formation number formed based on the captured image (on-premise image 12) can include the time data at the time of capture. For example, the display may be captured twice per second to improve real-time performance, or the display may be captured once per 30 seconds to reduce the amount of data.
[0042] The number information 14 is transmitted from the transmitting / receiving unit 41 of the terminal 4 in the depot 7 to the transmitting / receiving unit 51 of the terminal 5 in the depot office 8. The transmitting means is, for example, wireless communication in the 429 MHz band.
[0043] (Depot Office) The on-site train set number display system 1 (including, for example, the terminal 5 installed in the depot office 8) mainly comprises, as shown in Figure 7, a memory unit 50, a transmission / reception unit 51 that receives a yard image 12, linking data 13 and number information 14 and transmits an image with a train set number 15, an image processing unit 52 that generates the image with a train set number 15, a display unit 53 that displays the image with a train set number 15, and a number assignment unit 54 that derives the train set number 21 from the vehicle numbers 22, 23, and 24 by referring to the linking data 13. The image processing device (image processing unit 52) stores in the storage unit 50 images of the train 2 when it enters the premises of the depot 7, when it leaves the premises, and when it changes tracks, among the images 15 with the train formation number.
[0044] According to the above configuration, by storing images of train 2 entering, leaving, and changing tracks, which are useful for indicating the position of train 2 within the vehicle depot 7, even if a problem such as a disruption in the timetable occurs and train 2 is positioned in an unusual position within the vehicle depot 7, the situation can be determined by checking the image 15 with the train formation number stored in the memory unit 50. The on-site train set number display system 1 may be combined with a system that makes a plan for how to arrange trains 2 in the train depot 7 over the course of a day.
[0045] Similarly, when a camera (not shown) is used as the premises image acquisition device, the time data at the time of photographing can be incorporated into the image 15 with the train set number formed based on the photographed image (premises image 12). The image 15 with the train set number can then be stored in the storage unit 50 together with the time data. Also, in consideration of the possibility of an identification error by the OCR unit 40, the number image 11 of the camera 3 may be stored together with time data.
[0046] Furthermore, the image processing unit 52 may store the entry / exit history for each platform for each train formation number 21 as data in the storage unit 50, and may output the data to an external device. Furthermore, the storage unit 50 is not limited to being provided in the terminal 5, but may be provided in another terminal, or may be stored in a server (cloud) located at the other end via the Internet 10.
[0047] The image processing device (image processing unit 52) is configured to be able to transmit the image 15 with the train formation number via the transmitting / receiving unit 51 to another terminal. According to the above configuration, each worker can receive the image 15 with the train-carriage number on, for example, the mobile terminal 30, and can check the image 15 with the train-carriage number on the display unit 31. The transmission means used by the transceiver unit 51 may be wireless communication such as 429 MHz band communication or infrared communication, in addition to transmission via the Internet 10. The mobile terminal 30 is, for example, a laptop computer, a smartphone, or a tablet.
[0048] In this embodiment, for convenience, the terminal 5 having the image processing unit 52 is described as being located in the depot office 8, and the terminal 6 having the capture unit 60 is described as being located in the signal box 9, but these may be located in the same place. Furthermore, the terminals 5 and 6 may be located in the depot 7 or elsewhere.
[0049] <First Modification> Next, a first modified example will be described with reference to Fig. 10. Fig. 10 relates to the first modified example and shows an image 15 with a train set number in a state where a line indicating the presence of a train 2 is displayed at an entry / exit location and when two train set numbers are identified for one train 2, two train set numbers 21, 21X are displayed near the line. That is, one train 2 may be made up of multiple train formations, and in this case, multiple train formation numbers are indicated.
[0050] The number image capturing device (camera 3) according to this example captures images of vehicle numbers 22, 23, and 24 from a plurality of vehicles 20, respectively, to acquire a plurality of number images 11. When the image processing device (image processing unit 52) refers to the database 17 and identifies a plurality of mutually different train formation numbers 21, 21X from the plurality of vehicle numbers 22, 23, and 24 relating to the number information 14 received from the OCR device (OCR unit 40), it causes the display device (display unit 31, 53, 63) to display and output an image 15 with train formation numbers, in which the plurality of train formation numbers 21, 21X are incorporated into the premises image 12. According to the above configuration, when the train 2 displayed on the premises image 12 is a train 2 configured with a plurality of formation numbers 21, 21X, this fact can be identified.
[0051] For example, when there are multiple trains on the same track (when there are multiple trains 2 with train numbers 21 and 21X), the train numbers 21 and 21X are displayed from the back (display, end of the line) in the order in which they entered the track (entered into storage). In this way, the display method allows the train order to be understood, so when Train 2 leaves the depot, it is clear that the train in front will depart first, and the direction of Train 2 is known. On the display units 31, 53, 63, when at least some of the formations of the train 2 remain, they are displayed in thick broken lines (red), and when all of the formations have departed, they are displayed in solid lines (white).
[0052] <Second Modification> Next, a second modified example will be described with reference to Fig. 11. Fig. 11 relates to the second modified example and is a flow chart showing a method for processing a train formation number. In the first variant, image processing was performed on a train 2 that is composed of multiple formations and therefore has multiple formation numbers 21, 21X, but in this example, image processing takes into account reading errors by the OCR unit 40.
[0053] When the number information 14 received from the OCR device (OCR unit 40) indicates multiple vehicle numbers 22, 23, 24 and multiple train formation numbers 21, 21X corresponding to the vehicle numbers 22, 23, 24 are identified from the linking data 13, the image processing device (image processing unit 52) causes a display device (display unit 31, 53, 63) to display and output an image 15 with train formation numbers in which the most common train formation number (for example, train formation number 21) among the multiple identified train formation numbers 21, 21X is incorporated into the premises image 12.
[0054] According to the above configuration, it is possible to prevent an incorrect train formation number based on an incorrectly identified vehicle number from being incorporated into the station premises image 12. Note that the image processing unit 52 may display "unable to determine the formation number" if the most common formation number is, for example, 50% or less of all the identified formation numbers.
[0055] For example, as shown in Figure 11, the image processing unit 52 processes the train number by first determining whether there are multiple train number 21s that have been directly photographed or identified from the linking data 13 (step S11).If there is only one train number 21 (step S11: No), the train number 21 is incorporated into the premises image 12 (step S12) to generate an image 15 with the train number.
[0056] If there are a plurality of formation numbers 21, 21X (step S11: Yes), it is determined whether a certain number or more of either the first half or the second half of the formation number group are the same (step S13). If a certain number or more of either the first or second half of the group of train formation numbers are not the same (step S13: No), the most common train formation number is incorporated into the station premises image 12 (step S14), and an image 15 with train formation numbers is generated.
[0057] If a certain number or more of one of the first and second halves of the formation number group are the same (step S13: Yes), it is determined whether a certain number or more of the other of the first and second halves of the formation number group are the same (step S15). If a certain number or more of the other of the first and second halves of the group of train formation numbers are not the same (step S15: No), the most common train formation number is incorporated into the station premises image 12 (step S14), and an image 15 with train formation numbers is generated.
[0058] If a certain number or more of the other half of the first and second halves of the group of train formation numbers are the same (step S15: Yes), the two most common train formation numbers 21 in the first half and 21X in the second half are incorporated into the station premises image 12 (step S16), and an image 15 with train formation numbers is generated (see Figure 10).
[0059] The fixed number is, for example, half of the total number of identified formation numbers, and if the number of vehicles in the first and second halves can be identified, the "first half" and "second half" are preferably the identified numbers. Furthermore, the process in step S14 means that there is an error in part of the identified train set number (such as misidentification by the OCR unit 40), and this is to be ignored.
[0060] In the above example, one train 2 has two train formation numbers, 21 and 21X, and thus the group of train formation numbers is divided into a first half and a second half, but the present invention is not limited to this configuration. For example, one train 2 may be configured with more formation numbers, that is, the train 2 may be configured with three or more formations. Even in this case, steps S13 and S15 may be processed depending on whether any of the formation numbers constituting the formation number group is equal to or greater than a certain number. Furthermore, even in this case (one consisting of three or more formations), step S16 may be processed so that a certain number or more (for example, three) formation numbers are incorporated into the premises image 12. For example, if the number of formations of the train 2 is set in advance, the most common formation number (even if it is less than the certain number) may be identified for each range divided into that number of formations, and multiple of these identified formation numbers may be incorporated into the premises image 12.
[0061] In addition, when the number information 14 received from the OCR device (OCR unit 40) indicates multiple vehicle numbers 22, 23, 24 and multiple train formation numbers 21, 21X corresponding to the vehicle numbers 22, 23, 24 are identified from the linking data 13, the image processing device (image processing unit 52) may display and output on a display device (display unit 31, 53, 63) an image 15 with train formation number in which a train formation number (for example, train formation number 21) based on the vehicle number 22, 23, 24 identified by the OCR device (OCR unit 40) with a high identification reliability (low uncertainty) is incorporated into the premises image 12.
[0062] For example, if the identification reliability of the train formation number 21 by the OCR unit 40 is 90% or more, the image processing unit 52 may determine the train formation number 21 using one piece of number information 14 and display an image 15 with the train formation number incorporating an interior image 12 on the display unit 31, 53, 63. According to the above configuration, it is possible to prevent an incorrect train formation number based on an incorrectly identified vehicle number from being incorporated into the station premises image 12.
[0063] The OCR unit 40 may display the recognition reliability on a display device (display unit 31, 53, 63). Furthermore, the number image 11 of the camera 3 may be displayed on these screens so that the train formation number 21 can be determined visually. Furthermore, the image processing unit 52 may allow the train set number 21 to be manually corrected. In particular, when the recognition reliability of the OCR unit 40 is equal to or lower than a certain percentage (for example, 50%), the character color, font, display mode, etc. of the train set number 21 may be made different from normal to prompt the user to correct it.
[0064] <Third Modification> Next, the processing of the image processing unit 52 according to the third modified example will be described with reference to Fig. 12. Fig. 12 is a diagram showing an image 15 according to the third modified example, with a train set number indicating that the train 2 is stopped.
[0065] When the train 2 is stopped for a predetermined time or longer, the image processing device (image processing unit 52) according to this example causes the display device to display a message to that effect (see FIG. 12). The "to that effect" may be a message or an error symbol.
[0066] For example, this display is made when train 2 has been stopped for 30 minutes or more. This time may be calculated based on the time data at the time of capture included in the image 15 with the train set number, as described above, or may be calculated by a separate timer (not shown).
[0067] According to the above configuration, by displaying that the train 2 is stopped, it is possible to quickly take measures such as inspecting the train 2 and switching tracks.
[0068] <Fourth Modification> Next, the processing of the image processing unit 52 according to the fourth modified example will be described with reference to Fig. 13. Fig. 13 is a diagram showing an image according to the fourth modified example, with a train formation number indicating that the identified train formation number 21 (K-2) is different from the planned train formation number (K-1).
[0069] When the train formation number 21 of the train 2 planned to enter or depart the station differs from the train formation number 21 detected or identified from the number information 14 received from the OCR device (OCR unit 40), the image processing device (image processing unit 52) displays this fact on the display device (display unit 31, 53, 63). The "to that effect" may be a message or an error symbol.
[0070] According to the above configuration, by displaying on the display units 31, 53, and 63 that the train formation number 21 is different from what was planned, it is possible to notify the system (not shown) that prepares the plan to reconsider (re-plan), and measures such as inspection of the train 2 and switching of tracks can be taken quickly. The information about the planned train 2 may be information obtained from another system (for example, the database 17 of the terminal 16) or information obtained by manual input.
[0071] The information to be displayed together with the formation number 21 is not limited to the above configuration, and may be, for example, the number of carriages of the train 2.
[0072] The present embodiment encompasses the following technical ideas. (1) a number image capturing device that captures an image of the vehicle numbers of the vehicles that make up a train or the train formation number of the train that is attached to a train entering or leaving a train depot, and acquires a number image; an interior image capture device for capturing an interior image showing the position of the train within the depot; an OCR device that identifies characters appearing in the number image received from the number imaging device; an image processing device connected to a database in which linking data linking the formation number and the vehicle number is stored; a display device that displays and outputs an image, the OCR device transmits number information associated with the identified characters to the image processing device; The image processing device includes: When the number information received from the OCR device indicates the train formation number, an image with a train formation number in which the number information is incorporated into a portion corresponding to the train in the station premises image received from the station premises image acquisition device is displayed and output on the display device, Alternatively, if the number information received from the OCR device indicates the vehicle number, the system refers to the database to identify the train number corresponding to the vehicle number from the linking data, and displays and outputs an image with the train number, in which the train number is incorporated into the part of the train in the station premises image that corresponds to the train, on the display device. (2) the number image capturing device captures the vehicle numbers from the plurality of vehicles to obtain a plurality of number images; The image processing device refers to the database, and when multiple different train formation numbers are identified from the multiple vehicle numbers related to the number information received from the OCR device, the image with train formation numbers, in which the multiple train formation numbers are incorporated into the train formation image, is displayed on the display device, in the on-site train formation number display system described in (1). (3) the license plate number imaging device images the vehicle license plates of the plurality of vehicles, respectively, to obtain a plurality of license plate number images; The image processing device, in the on-site train number display system described in (1) or (2), wherein the number information received from the OCR device indicates multiple vehicle numbers, and when multiple train formation numbers corresponding to the vehicle number are identified from the linking data, the image with train formation numbers is displayed on the display device, incorporating the most common train formation number among the multiple identified train formation numbers into the on-site image. (4) the license plate number imaging device images the vehicle license plates of the plurality of vehicles, respectively, to obtain a plurality of license plate number images; The image processing device, when the number information received from the OCR device indicates multiple vehicle numbers and multiple train formation numbers corresponding to the vehicle numbers are identified from the linking data, displays and outputs on the display device an image with train formation numbers in which the train formation numbers based on the vehicle numbers identified by the OCR device with the highest identification reliability are incorporated into the train formation image.A train formation number display system for on-site use described in any one of (1) to (3). (5) The image processing device is configured to cause the display device to display a message indicating that the train has been stopped for a predetermined period of time or longer. (6) The image processing device, when the train formation number of the train planned to enter or depart the station differs from the train formation number detected or identified from the number information received from the OCR device, displays a message to that effect on the display device, as described in any one of (1) to (5). (7) A control device connected to the premises image acquisition device and the number image capture device is further provided, The control device causes the number capturing device to capture the number image when the yard image captured by the yard image capturing device includes an indication that the train is moving. A yard train number display system as described in any one of (1) to (6). (8) Further comprising a storage unit, The image processing device stores in the memory unit, among the images with the train formation number, images of the train when it enters, leaves, and changes tracks within the vehicle depot premises. A train formation number display system for use within a yard described in any one of (1) to (7). (9) The on-site train number display system according to any one of (1) to (8), wherein the image processing device is configured to be able to transmit the image with the train number to another terminal. (10) a number imaging step of imaging the vehicle numbers of the vehicles that make up a train or the train formation number of the train that is attached to a train entering or leaving a train depot to obtain a number image; a yard image acquisition step of acquiring a yard image showing the position of the train within the yard; an identification step of identifying characters appearing in the number image acquired in the number imaging step; a display output step, In the display output step, If the number information related to the character identified in the identification step indicates the formation number, an image with a formation number is generated in which the number information is incorporated into a portion of the premises image acquired in the premises image acquisition step that corresponds to the train, Alternatively, if the number information related to the characters identified in the identification step indicates the vehicle number, the method refers to linking data linking the formation number and the vehicle number, identifies the formation number corresponding to the vehicle number from the linking data, and generates an image with the formation number in which the formation number is incorporated into a portion of the premises image corresponding to the train, A method for displaying an on-site train set number, characterized by displaying and outputting the generated image with the train set number. [Explanation of symbols]
[0073] 1. On-site train number display system 2 trains 3 Camera (number image capture device) 4, 4X terminal 5. Terminal 6 Terminals 7. Vehicle Depot 8. Depot Office 9 Signal Station 10. Internet 11 Number Image 12 Site image 13 Linked Data 14 Number Information 15 Images with train number 16 devices 17 Databases 20 vehicles 21, 21X train number 22, 23, 24 vehicle numbers 30 Mobile Devices 31 Display section (display device) 40 OCR section (OCR device) 41 Transmitter / Receiver 42 Control unit (control device) 50 Storage section 51 Transmitter / Receiver 52 Image processing unit (image processing device) 53 Display section (display device) 54 Number Assignment Department 60 Capture unit (in-plant image acquisition device) 61 Transmitter / Receiver 62 Analysis Department 63 Display section (display device)
Claims
1. a number image capturing device that captures an image of the vehicle numbers of the vehicles that make up a train or the train formation number of the train that is attached to a train entering or leaving a train depot, and acquires a number image; an interior image capture device for capturing an interior image showing the position of the train within the depot; an OCR device that identifies characters appearing in the number image received from the number imaging device; an image processing device connected to a database in which linking data linking the formation number and the vehicle number is stored; a display device that displays and outputs an image, the OCR device transmits number information related to the identified character to the image processing device; The image processing device includes: When the number information received from the OCR device indicates the train formation number, an image with a train formation number, in which the number information is incorporated into a portion corresponding to the train in the station premises image received from the station premises image acquisition device, is displayed and output on the display device; Alternatively, if the number information received from the OCR device indicates the vehicle number, the system refers to the database to identify the train number corresponding to the vehicle number from the linking data, and displays and outputs an image with the train number, in which the train number is incorporated into the part of the train in the station image that corresponds to the train, on the display device.
2. the number image capturing device captures the vehicle numbers from the plurality of vehicles to obtain a plurality of number images; The image processing device, when it refers to the database and identifies multiple different train formation numbers from the multiple vehicle numbers related to the number information received from the OCR device, displays and outputs the image with train formation numbers, in which the multiple train formation numbers are incorporated into the train formation image, on the display device.The train formation number display system for train premises as described in claim 1.
3. the license plate number imaging device images the vehicle license plates of the plurality of vehicles, respectively, to obtain a plurality of license plate number images; The image processing device, when the number information received from the OCR device indicates multiple vehicle numbers and multiple train formation numbers corresponding to the vehicle number are identified from the linking data, displays and outputs on the display device an image with train formation numbers in which the most common train formation number among the multiple identified train formation numbers is incorporated into the train formation image.The on-site train formation number display system described in claim 1 or 2.
4. the license plate number imaging device images the vehicle license plates of the plurality of vehicles, respectively, to obtain a plurality of license plate number images; The image processing device, when the number information received from the OCR device indicates multiple vehicle numbers and multiple train formation numbers corresponding to the vehicle numbers are identified from the linking data, causes the display device to display and output the image with the train formation number, in which the train formation number based on the vehicle number identified by the OCR device with the highest identification reliability is incorporated into the train formation image.A train formation number display system for on-site use as described in any one of claims 1 to 3.
5. 5. The on-site train set number display system according to claim 1, wherein the image processing device causes the display device to display a message indicating that the train has been stopped for a predetermined period of time or longer.
6. A yard train number display system as described in any one of claims 1 to 5, wherein the image processing device, when the train formation number of the train planned to enter or depart the station is different from the train formation number detected or identified from the number information received from the OCR device, displays this fact on the display device.
7. A control device connected to the premises image acquisition device and the number image capture device is further provided, A yard train formation number display system as described in any one of claims 1 to 6, wherein the control device causes the number imaging device to capture the number image when the yard image acquired by the yard image acquisition device includes an indication of the movement of the train.
8. Further comprising a storage unit, The image processing device stores in the memory unit images of the train with the train number when the train enters, leaves, and changes tracks within the vehicle depot premises, among the images with the train number.
9. The on-site train set number display system according to any one of claims 1 to 8, wherein the image processing device is configured to be able to transmit the image with the train set number to another terminal.
10. a number imaging step of imaging the vehicle numbers of the vehicles that make up a train or the train formation number of the train that is attached to a train entering or leaving a train depot to obtain a number image; a yard image acquisition step of acquiring a yard image showing the position of the train within the yard; an identification step of identifying characters appearing in the number image acquired in the number imaging step; a display output step, In the display output step, If the number information related to the character identified in the identification step indicates the formation number, an image with a formation number is generated in which the number information is incorporated into a portion of the premises image acquired in the premises image acquisition step that corresponds to the train, Alternatively, if the number information related to the characters identified in the identification step indicates the vehicle number, the method refers to linking data linking the formation number and the vehicle number, identifies the formation number corresponding to the vehicle number from the linking data, and generates an image with the formation number in which the formation number is incorporated into a portion of the premises image corresponding to the train, A method for displaying an on-site train set number, characterized by displaying and outputting the generated image with the train set number.
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