Method and system for detection of illegal boarding and unloading of passenger cars in expressway service area
A technology for highways and detection methods, applied in instruments, biological neural network models, calculations, etc., can solve the problems of low law enforcement efficiency for illegal passengers getting on and off, affecting traffic order, disrupting the passenger transport market, etc., to improve management efficiency and intelligent level , reduce the occurrence and spread of adverse effects, and strengthen the effect of emergency support capabilities
Active Publication Date: 2020-12-04
JIANGSU PROVINCIAL COMM PLANNING & DESIGN INST
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Problems solved by technology
[0002] Illegal loading and unloading of passenger vehicles in the expressway service area seriously affects traffic order, endangers traffic safety, and disrupts the passenger transport market; vehicles are prone to illegal behaviors such as overloading, reversing, and dumping passengers, and there are potential safety hazards for luggage without security checks. Legitimate rights and interests cannot be guaranteed; in addition, the illegal loading and unloading of passenger vehicles brings the risk of pedestrians freely entering and exiting, climbing over fences, and crossing expressways, resulting in accidental injuries and accidents
[0003] At present, the expressway service area mainly adopts manual on-site inspection to judge the legality of vehicle loading and unloading, lack of effective intelligent detection and identification means, resulting in low efficiency and poor timeliness of law enforcement for illegal loading and unloading
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[0040] The method and system for detecting illegal passenger car loading and unloading behaviors in expressway service areas disclosed in the embodiments of the present invention judge whether there are illegal passenger car loading and unloading behaviors through the time-space correlation analysis of passenger car trunk opening behavior, passenger statistics and counting, and passenger carrying characteristics. , using deep learning algorithms to extract and identify target features, it can adapt to various scenarios such as night, strong light, and haze, and greatly improves the accuracy and robustness of illegal passenger behavior detection.
[0041] In order to make the object, technical solution and advantages of the present invention clearer, the implementation manner of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0042] The detection method for the illegal loading and unloading behavior of passenger ca...
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The invention discloses a method and system for detecting illegal passenger car loading and unloading behaviors in expressway service areas. The method includes: collecting detection video fields in expressway service areas; detecting and analyzing passenger cars in the detection video fields, including: passenger cars Parking detection, passenger car trunk opening detection, passenger statistics and counting, and passenger carrying characteristics detection; according to the detection and analysis results, illegal passenger behavior is identified. The invention can realize the automatic detection of illegal passenger car loading and unloading behavior in the expressway service area, improve the accuracy rate of detection and judgment, and reduce the accuracy rate of missed detection rate, and reduce the missed detection rate.
Description
technical field [0001] The invention relates to a method and system for detecting illegal passenger car loading and unloading behaviors in expressway service areas, and belongs to the technical field of video image processing. Background technique [0002] Illegal loading and unloading of passenger vehicles in the expressway service area seriously affects traffic order, endangers traffic safety, and disrupts the passenger transport market; vehicles are prone to illegal behaviors such as overloading, reversing, and dumping passengers, and there are potential safety hazards for luggage without security checks. Legitimate rights and interests cannot be guaranteed; in addition, the illegal loading and unloading of passenger vehicles brings the risk of pedestrians freely entering and exiting, climbing over fences, and crossing expressways, resulting in accidental injuries and accidents. [0003] At present, expressway service areas mainly use manual on-site inspections to determi...
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IPC IPC(8): G06K9/00G06N3/04
CPCG06V20/40G06N3/045
Inventor 王维锋方勇党倩万剑周云城丁闪闪陈爱伟王嘉竞
Owner JIANGSU PROVINCIAL COMM PLANNING & DESIGN INST