Underground parking garage pedestrian and vehicle monitoring method based on artificial intelligence

A technology of artificial intelligence and parking garage, applied in the field of management system

Active Publication Date: 2019-10-01
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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  • Underground parking garage pedestrian and vehicle monitoring method based on artificial intelligence
  • Underground parking garage pedestrian and vehicle monitoring method based on artificial intelligence
  • Underground parking garage pedestrian and vehicle monitoring method based on artificial intelligence

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Experimental program
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Embodiment Construction

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

[0043] like 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 infor...

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Abstract

The invention discloses an underground parking garage pedestrian and vehicle monitoring method based on artificial intelligence. At present, an underground parking garage is lack of an effective platform system for people and vehicle detection and unified management. In addition, the method can collect attribute information of the vehicle owner and the driven vehicle through the face recognition module and the vehicle attribute recognition module and carry out one-to-one correspondence marking contact on the vehicle owner and the driven vehicle. If the vehicle is parked at a certain moment, the human face verification is inconsistent, human body posture detection is carried out to identify human body skeleton key point information, and abnormal behavior detection and identification are carried out through the human body skeleton joint point information, so that abnormal behavior actions such as tumbling and door opening to enter a vehicle can be effectively identified, and the vehicleand personal safety of a vehicle owner can be effectively guaranteed.

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 Applications(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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