An intelligent detection system and an intelligent detection method for train driver gestures

A technology for inspection systems and drivers, applied in neural learning methods, instruments, biological neural network models, etc., can solve the problems of time-consuming, labor-intensive, and human errors in manual methods, reducing human dependence, eliminating human errors, and improving safety. Effect

Inactive Publication Date: 2017-12-12
SICHUAN CHANGHONG ELECTRIC CO LTD
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0003] The present invention aims to solve the time-consuming and labor-intensive manual method in the gesture inspection of train drivers, and the problems of human

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  • An intelligent detection system and an intelligent detection method for train driver gestures
  • An intelligent detection system and an intelligent detection method for train driver gestures
  • An intelligent detection system and an intelligent detection method for train driver gestures

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Embodiment Construction

[0039] The present invention will be described in detail below in conjunction with the embodiments and the accompanying drawings.

[0040] The invention is used for the automatic inspection of the train driver's hand gestures, which can improve the safety of the train operation and reduce the burden of manually checking the train driver's hand gestures.

[0041] as attached figure 1 As shown, the structural diagram of the train driver's gesture intelligent inspection system includes: a sequentially connected image acquisition module, a wireless transmission module, a cloud server and a report module, and the cloud server includes a DPM module, an LBP module, a CNN module, a REST APT module and Database, the image acquisition module is connected with the DPM module through the wireless transmission module, the DPM module is connected with the LBP module and the database, the LBP module is also connected with the database, obtains data from the database, the LBP module is connec...

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Abstract

The invention provides an intelligent detection system for train driver gestures. The system comprises an image acquiring module, a wireless transmission module, a cloud server and a reporting module, which are connected in order. The cloud server comprises a DPM module, an LBP module, a CNN module, a REST APT module and a database; the image acquiring module is connected with the DPM module via the wireless transmission module; the DPM module is connected with the LBP module and the database and the LBP module is also connected with the database for acquiring data from the database; the LBP module is connected with the CNN module and the CNN module transmits identification results to the database; the database outputs reports to the reporting module via the REST APT module. The invention also provides an intelligent detection method for train driver gestures. The system and the method can reduce dependence of detection operation on humans, eliminate human error caused by dull work, be free from influence of human factors and improve the safety of train operation.

Description

technical field [0001] The invention belongs to the technical field of artificial intelligence detection and identification, and in particular relates to an intelligent inspection system and an intelligent inspection method for gestures of train drivers. Background technique [0002] Safety is always the top priority of Chinese railway operations. In order to achieve safety goals, China Railway has defined a set of sign language for railway safety. In the process of driving the train, the train driver needs to stay focused at all times. When seeing road signs or receiving instructions from the control center, he must immediately make corresponding gestures. These behaviors are captured by a camera in the cockpit, and when the train arrives at its destination, the recorded video will be checked by the railway control center, and an inspection report will be generated that records the execution of gestures during the entire train journey. At present, inspectors quickly scan t...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06V40/28G06V20/597G06N3/045G06F18/241
Inventor 展华益吴郢百维布新哈邵小宁
Owner SICHUAN CHANGHONG ELECTRIC CO LTD
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