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Method, system and equipment for detecting sidewalk occupation of non-motor vehicles and storage medium

A technology of non-motor vehicles and detection methods, which is applied in the field of image processing, can solve the problems of time-consuming and labor-intensive manual inspection, large and cumbersome problems for algorithm designers, and achieve the effect of time-consuming and labor-intensive and effective decision-making basis

Active Publication Date: 2022-04-12
SHENZHEN URBAN TRANSPORT PLANNING CENT
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

On the one hand, this method needs to spend a lot of time and energy on feature extraction, on the other hand, the accuracy of SVM detection is not high enough
Using optical flow method and other moving target detection algorithms is also very cumbersome, which poses a great challenge to algorithm designers, and the recognition effect of this method is poor
[0005] Therefore, there is an urgent need for a non-motor vehicle to occupy the sidewalk during driving that can solve the time-consuming, labor-intensive and high-cost problems of traditional manual inspection, and can also realize intelligent and real-time effective monitoring of the road, and at the same time provide the management with an effective decision-making basis. Detection method, system, electronic device and storage medium of

Method used

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  • Method, system and equipment for detecting sidewalk occupation of non-motor vehicles and storage medium
  • Method, system and equipment for detecting sidewalk occupation of non-motor vehicles and storage medium
  • Method, system and equipment for detecting sidewalk occupation of non-motor vehicles and storage medium

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Embodiment 1

[0057] Embodiment 1, with reference to figure 1 Describe this embodiment, the detection system that non-motor vehicle occupies sidewalk, comprises acquisition module, detection module, construction module, analysis module and data transmission module; Described acquisition module, detection module, construction module, analysis module and data transmission module are connected successively ; The acquisition module is used to obtain the monitoring scene information to obtain the detection area; the detection module is used to obtain the target frames of non-motor vehicles and pedestrians, and the non-motor vehicles and people are matched to obtain the minimum adjacent rectangular target frame; The construction module is used to construct the target image sequence; the analysis module is used to analyze the state of the non-motor vehicle to predict the driving state of the non-motor vehicle; the data transmission module is used to perform data structured processing on the predict...

Embodiment 2

[0060] Embodiment 2, with reference to Figure 2-6 Illustrate this embodiment, the detection method that non-motor vehicle occupies sidewalk, comprises the following steps:

[0061] Step 1. Obtain the scene information under monitoring, and obtain the detection area based on the scene information; including the following steps:

[0062] Step 11, access the real-time video stream information collected by the camera; specifically, use the RJ45 Ethernet cable to connect the camera to the network interface of the edge computing gateway, and the edge computing gateway is in its own system software, through the way of RTSP video stream address Access the real-time video streaming information collected by the camera.

[0063] Steps 1 and 2, the original video is decoded into a single-frame picture in a unified RGB format; the picture is improved to facilitate the acquisition of the detection area and further processing of subsequent modules.

[0064] Step 13, performing color space...

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Abstract

The invention provides a method, a system and equipment for detecting sidewalk occupation of non-motor vehicles, and a storage medium, and belongs to the technical field of image processing. Comprising an acquisition module, a detection module, a construction module, an analysis module and a data transmission module. The acquisition module, the detection module, the construction module, the analysis module and the data transmission module are connected in sequence; the acquisition module is used for acquiring monitoring scene information to obtain a detection area; the detection module is used for acquiring target frames of non-motor vehicles and pedestrians and matching the non-motor vehicles with the pedestrians to obtain a minimum adjacent rectangular target frame; the construction module is used for constructing a target image sequence; the analysis module is used for analyzing the state of the non-motor vehicle and predicting the driving state of the non-motor vehicle; and the data transmission module is used for performing data structured processing on the prediction result, and transmitting the message information and any picture data in the target image sequence to the cloud. The problems that manual inspection wastes time and labor and is high in cost are solved.

Description

technical field [0001] The present application relates to a detection method, in particular to a detection method, system, equipment and storage medium of a non-motor vehicle occupying a sidewalk, and belongs to the technical field of image processing. Background technique [0002] With the rapid development of my country's economy and the continuous improvement of people's living standards, the motor vehicle lanes on the road gradually occupy all the lanes, and there are few non-motor vehicle lanes in some cities. Even in Shenzhen, where the public transportation system is relatively developed, we can often see non-motorized vehicles passing on the sidewalk. This has caused pedestrians on the sidewalk to walk in fear, poor safety and comfort; non-motorized vehicles are difficult to drive, and the efficiency of the traffic system is low; even serious traffic accidents occur, endangering people's lives and causing serious economic and property losses . Therefore, how to acc...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/52G06V20/54G06V40/10G06V10/25G06V10/82G06N3/04
Inventor 林涛翟俊奇丘建栋阚倩朱述宝
Owner SHENZHEN URBAN TRANSPORT PLANNING CENT