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CN-121982680-A - Driver behavior detection method, device, system and storage medium

CN121982680ACN 121982680 ACN121982680 ACN 121982680ACN-121982680-A

Abstract

The invention relates to a driver behavior detection method, a device, a system and a storage medium, which belong to the technical field of rail transit management, wherein the method is applied to a vehicle-mounted behavior analysis server, the vehicle-mounted behavior analysis server is respectively connected with first camera equipment in a cab in a wired manner and is wirelessly connected with second camera equipment on a subway platform, the method comprises the steps of obtaining video data shot by the first camera equipment and the second camera equipment for a driver and a preset driver standard behavior sequence, and sequentially detecting the behaviors of the driver according to the video data and the driver standard behavior sequence. The invention can realize automatic detection of the driver behavior and is more efficient and intelligent.

Inventors

  • YU SHENGLONG
  • Bi Kui
  • LIU ZIHENG

Assignees

  • 武汉智慧地铁科技有限公司

Dates

Publication Date
20260505
Application Date
20251230

Claims (10)

  1. 1. The driver behavior detection method is characterized by being applied to a vehicle-mounted behavior analysis server, wherein the vehicle-mounted behavior analysis server is respectively connected with a first camera device in a cab in a wired manner and is connected with a second camera device on a subway platform in a wireless manner, and the method comprises the following steps: Acquiring video data shot by the first camera equipment and the second camera equipment for a driver and a preset driver normative behavior sequence; and detecting the behaviors of the driver in sequence according to the video data and the driver standard behavior sequence.
  2. 2. The driver behavior detection method according to claim 1, wherein the second image pickup apparatus is provided in a platform screen door, the acquiring video data photographed by the second image pickup apparatus for a driver includes: when the subway train arrives at the station, the second camera equipment is connected in a wireless mode, and video data of the driver in the isolation door, shot by the second camera equipment, are acquired.
  3. 3. The driver behavior detection method according to claim 2, wherein the driver normative behavior sequence includes a first normative behavior sequence of the driver in the cab and a second normative behavior sequence of the driver in the platform isolation door, and the detecting the driver's behavior in turn based on the video data and the driver normative behavior sequence includes: according to the video data shot by the first equipment, sequentially detecting whether the first standard behavior sequence is executed in a cab by a driver or not; And sequentially detecting whether the second standard behavior sequence is executed by the driver during the stop of the subway train according to the video data shot by the second camera equipment.
  4. 4. The driver behavior detection method according to claim 3, wherein the second canonical behavior sequence sequentially includes an act of getting off, a pose designating an area in a platform isolation door, an act of checking a safe closing of a door, and an act of checking a safety between a shielding door and the door.
  5. 5. The driver behavior detection method according to claim 1, characterized in that the method further comprises: when abnormal behaviors are detected, judging whether voice prompt is carried out or not according to the abnormal behaviors.
  6. 6. The driver behavior detection method according to claim 5, characterized in that the method further comprises: When abnormal behaviors are detected, recording the abnormal identifiers corresponding to the abnormal behaviors.
  7. 7. The driver behavior detection method according to claim 1, wherein the first image pickup apparatus includes a track image pickup apparatus, a face image pickup apparatus, and a cabin image pickup apparatus.
  8. 8. The driver behavior detection device is characterized by being applied to a vehicle-mounted behavior analysis server, wherein the vehicle-mounted behavior analysis server is respectively connected with a first camera device in a cab in a wired manner and is connected with a second camera device on a subway platform in a wireless manner, and the device comprises: the data acquisition module is used for acquiring video data shot by the first camera equipment and the second camera equipment for a driver and a preset driver standard behavior sequence; and the behavior analysis module is used for sequentially detecting the behaviors of the driver according to the video data and the driver standard behavior sequence.
  9. 9. A driver behavior detection system, characterized by comprising a vehicle-mounted behavior analysis server, a first image pickup device arranged in a cab and a second image pickup device arranged on a subway platform, wherein the vehicle-mounted behavior analysis server is respectively connected with the first image pickup device in a wired manner and is connected with the second image pickup device in a wireless manner, and the vehicle-mounted behavior analysis server is used for realizing the steps in the driver behavior detection method according to any one of the claims 1 to 7.
  10. 10. A computer readable storage medium storing a computer readable program or instructions which when executed by a processor is capable of carrying out the steps of the driver behaviour detection method according to any one of claims 1 to 7.

Description

Driver behavior detection method, device, system and storage medium Technical Field The present invention relates to the field of rail traffic management technologies, and in particular, to a method, an apparatus, a system, and a storage medium for detecting driver behavior. Background With the rapid expansion of urban rail transit network scale, driver teams continue to expand. The increase of the personnel base objectively brings about the accumulation and the complexity of the risk related to human factors, so that the pressure of safe driving management is increasingly prominent. Currently, investigation and management of the working states of drivers still highly depend on manual observation and recording of site safety officers and supervision officers, and the mode has inherent defects of limited coverage, different standards, aging hysteresis and the like, so that real-time, objective and efficient safety management and control of huge driver teams are difficult to realize, and the mode becomes a bottleneck for restricting the fine improvement of the operation safety level. Disclosure of Invention In view of the foregoing, it is necessary to provide a driver behavior detection method, device, system and storage medium for solving the problem that the existing driver working state investigation method is not efficient in real time. In order to solve the above problems, in a first aspect, the present invention provides a driver behavior detection method applied to a vehicle-mounted behavior analysis server, the vehicle-mounted behavior analysis server being wired to a first image pickup device in a cab and wireless to a second image pickup device on a subway platform, respectively, the method comprising: Acquiring video data shot by the first camera equipment and the second camera equipment for a driver and a preset driver normative behavior sequence; and detecting the behaviors of the driver in sequence according to the video data and the driver standard behavior sequence. In one possible implementation manner, the second image capturing device is disposed in a platform isolation door, and the capturing the video data captured by the second image capturing device on the driver includes: when the subway train arrives at the station, the second camera equipment is connected in a wireless mode, and video data of the driver in the isolation door, shot by the second camera equipment, are acquired. In one possible implementation manner, the driver canonical behavior sequence includes a first canonical behavior sequence of the driver in the cab and a second canonical behavior sequence of the driver in the platform isolation door, and the detecting the behavior of the driver sequentially according to the video data and the driver canonical behavior sequence includes: according to the video data shot by the first equipment, sequentially detecting whether the first standard behavior sequence is executed in a cab by a driver or not; And sequentially detecting whether the second standard behavior sequence is executed by the driver during the stop of the subway train according to the video data shot by the second camera equipment. In one possible implementation, the second canonical behavior sequence includes, in order, the actions of getting off, standing in a designated area in the platform screen door, checking the safe closing of the door, and checking the safety between the screen door and the door. In one possible implementation, the method further includes: when abnormal behaviors are detected, judging whether voice prompt is carried out or not according to the abnormal behaviors. In one possible implementation, the method further includes: When abnormal behaviors are detected, recording the abnormal identifiers corresponding to the abnormal behaviors. In a second aspect, the present invention further provides a driver behavior detection apparatus applied to a vehicle-mounted behavior analysis server, where the vehicle-mounted behavior analysis server is respectively connected with a first camera device in a cab in a wired manner and is connected with a second camera device on a subway platform in a wireless manner, and the apparatus includes: the data acquisition module is used for acquiring video data shot by the first camera equipment and the second camera equipment for a driver and a preset driver standard behavior sequence; and the behavior analysis module is used for sequentially detecting the behaviors of the driver according to the video data and the driver standard behavior sequence. In a third aspect, the invention further provides a driver behavior detection system, which comprises a vehicle-mounted behavior analysis server, a first camera device arranged in a cab and a second camera device arranged on a subway platform, wherein the vehicle-mounted behavior analysis server is respectively connected with the first camera device in a wired manner and is connected with the second camera device in a