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Real-time vehicle violation detection method and device, equipment and storage medium

A vehicle violation and detection method technology, which is applied to the traffic control system, instruments, character and pattern recognition of road vehicles, etc., can solve problems such as inability to use on a large scale, increase the burden of server downloads, and difficulty in extracting vehicle information, and achieve a simple algorithm , avoid missing detection, high operating efficiency

Active Publication Date: 2020-09-15
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Local processing of one or several frames in the video may cause difficulty in extracting vehicle information, such as the license plate in the extracted image is blocked, etc.; sending to a remote server for processing increases the download burden of the server, and cannot be used on a large scale

Method used

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  • Real-time vehicle violation detection method and device, equipment and storage medium
  • Real-time vehicle violation detection method and device, equipment and storage medium
  • Real-time vehicle violation detection method and device, equipment and storage medium

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Embodiment Construction

[0061] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0062] The terms "first", "second", and "third" in this application are used for descriptive purposes only, and cannot be understood as indicating or implying relative importance or implicitly specifying the quantity of indicated technical features. Thus, features defined as "first", "second", and "third" may explicitly or implicitly include at least one of these features. In the description of the present application, "plurality" means at least t...

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Abstract

The invention provides a real-time vehicle violation detection method and device, equipment and a storage medium. The real-time vehicle violation detection method comprises the following steps: acquiring and caching a real-time video image; performing vehicle and lane line identification on the ith frame of image and the (i-1)th frame of image in the video image, generating an identity label for the identified vehicle, and performing vehicle and lane segmentation and matching on the ith frame of image and the (i-1)th frame of image according to an identification result to obtain a vehicle segmentation matching image and a lane segmentation matching image; judging whether violation occurs or not according to the vehicle segmentation matching image and the lane segmentation matching image; if violation is judged, carrying out vehicle information extraction and violation reporting according to the ith frame of image; and if the vehicle information extraction fails, obtaining the identityidentifier of the violation vehicle, obtaining the vehicle information in the cached video image, and reporting the violation. The real-time vehicle violation detection method can achieve the real-time automatic violation detection, can be used in a smart traffic scene, and achieves the purpose of promoting the construction of a smart city.

Description

technical field [0001] The invention relates to the technical field of video processing, in particular to a real-time vehicle violation detection method, device, equipment and storage medium. Background technique [0002] Traffic violation intelligent detection uses various sensors and image acquisition equipment, combined with the back-end violation judgment algorithm and information extraction algorithm, to automatically judge the violation of the vehicle. This type of technology can help traffic management departments improve the speed and accuracy of judging violations while reducing labor costs and avoiding errors such as false detections and missed detections caused by human factors. [0003] At present, there are two types of intelligent violation detection technologies on the market: one is to install the hardware device of violation detection in a fixed position, use sensors such as light or pressure to sense the position of the vehicle and other information, and co...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/34G06K9/62G08G1/017
CPCG08G1/0175G06V20/40G06V20/588G06V10/267G06V2201/08G06V20/625G06F18/22Y02T10/40
Inventor 芦文峰刘伟超郭倜颖曾凡涛陈远旭
Owner PING AN TECH (SHENZHEN) CO LTD
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