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A Pedestrian and Vehicle Monitoring Method in Underground Parking Garage Based on Artificial Intelligence

An artificial intelligence, parking garage technology, applied in the field of management systems, to achieve the effect of ensuring vehicle and personal safety

Active Publication Date: 2021-06-04
CHINA JILIANG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the current smart city parking garage lacks a platform and system for unified management and monitoring of pedestrians and vehicles

Method used

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  • A Pedestrian and Vehicle Monitoring Method in Underground Parking Garage Based on Artificial Intelligence
  • A Pedestrian and Vehicle Monitoring Method in Underground Parking Garage Based on Artificial Intelligence
  • A Pedestrian and Vehicle Monitoring Method in Underground Parking Garage Based on Artificial Intelligence

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Embodiment Construction

[0042] The present invention will be further described below in conjunction with accompanying drawing.

[0043] Such as figure 1 As shown, the artificial intelligence-based underground parking garage pedestrian and vehicle monitoring method of the present invention comprises the following steps:

[0044] Step 1: The monitoring camera captures the images of each parking space in the parking garage in real time. If a vehicle parks in the parking space numbered n, the monitoring system will transmit the image to the server, and the license plate recognition model on the server will obtain the license plate number of the parking space. Information V n . When the car owner gets off the car, the face recognition algorithm and the pedestrian re-identification algorithm on the server will extract the face feature F of the car owner respectively. n and the external characteristics of the human body P 1 , and the owner's face feature F n , Pedestrian feature P 1 , License plate in...

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Abstract

The invention discloses a method for monitoring pedestrians and vehicles in an underground parking garage based on artificial intelligence. At present, the underground parking garage still lacks an effective platform system for the detection and unified management of people and vehicles, and the method can not only detect the owner and the vehicle through the face recognition module And the vehicle attribute recognition module collects the information of the owner and the attributes of the driving vehicle and makes a one-to-one correspondence. If the recognition face verification is inconsistent at a certain moment during parking, the human body posture is detected and the key points of the human skeleton are identified. Information, and abnormal behavior detection and identification through human bone joint point information, can effectively identify abnormal behaviors such as falling, opening the door and entering the car, and can effectively protect the vehicle and personal safety of the owner.

Description

technical field [0001] The invention relates to a management system in the technical fields of computer vision, pattern recognition, deep learning, database, Android platform development, etc., especially an artificial intelligence-based method for monitoring pedestrians and vehicles in an underground garage. Background technique [0002] As intelligent video surveillance has gradually become an emerging application direction of smart city communities. Its intelligence lies in not only replacing human eyes with cameras, but also replacing and assisting people with computers, so as to complete monitoring or control tasks and reduce the burden on people. This not only saves a lot of manpower, material and financial resources, but more importantly, it can detect abnormal conditions in the monitoring scene in time to avoid the occurrence of various abnormal events. [0003] The parking garage in the smart city community is a high-frequency area where abnormal behaviors of pedes...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/32G06K9/46G06K9/62G06N3/04
CPCG06V40/103G06V40/172G06V20/52G06V20/63G06V10/40G06V20/625G06N3/045G06F18/22
Inventor 章东平郑寅
Owner CHINA JILIANG UNIV
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