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Method for identifying vehicle violation behaviors, server and storage medium

A technology for vehicle violations and behaviors, which is applied in the field of identifying vehicle violations, and can solve the problems of low accuracy, slow speed, and heavy traffic police workload in illegal parking recognition technology

Pending Publication Date: 2019-07-09
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] This application provides a method for identifying vehicle violations, a server and a storage medium, which can solve the problems of low accuracy, slow speed, and heavy workload of traffic police in the prior art.

Method used

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  • Method for identifying vehicle violation behaviors, server and storage medium
  • Method for identifying vehicle violation behaviors, server and storage medium
  • Method for identifying vehicle violation behaviors, server and storage medium

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Embodiment Construction

[0079] It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application. The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the terms so used are interchangeable under appropriate circumstances such that the embodiments described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having", as well as any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or modules is not necessarily limited to the expressly listed Those steps or modules, but may include other steps or modules that are not clearly l...

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Abstract

The invention relates to the field of image detection. The invention provides a method for identifying vehicle violation behaviors, a server and a storage medium. The method comprises the following steps of: after detecting that a detection object in the parking image is a motor vehicle, using an image recognition althorigm to recognize a feature area of the detection object; extacting gradient histogram features from the feature area and inputting gradient histogram features into a neural network classifier; training a pre-training model in the neural network classifier; calculating a pixel mean value and a standard deviation for the training result according to the position information of the detection object, determining the calculation result with the maximum pixel mean value and the maximum standard deviation as vehicle information and parking information of the detection object, and judging whether the detection object meets illegal parking conditions or not according to the vehicle information and the parking information of the detection object. According to the scheme, the illegal parking recognition accuracy and speed can be improved, the workload of traffic police is reduced, and illegal parking conditions caused by rapid urban vehicle growth are avoided.

Description

technical field [0001] The present application relates to the field of image detection, and in particular to a method, server and storage medium for identifying vehicle violations. Background technique [0002] With the continuous increase of the number of motor vehicles in our country, the problem of illegal parking is also gradually increasing. The traffic police on duty are unable to punish all illegal parking vehicles on the spot due to factors such as working hours and manpower, and the fixed-point photography or monitoring equipment cannot capture all illegal parking behaviors due to blind spots. The public photo reporting system often requires a large number of reviewers to handle. [0003] However, when detecting illegal parking in the existing mechanism, there are the following problems: [0004] Cannot effectively and automatically judge the relationship between the vehicle and the parking sign line; [0005] There are invalidation and duplication problems in the...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/32G06K9/34
CPCG06V20/52G06V20/63G06V10/267G06V2201/08G06V20/625
Inventor 王健宗黄章成肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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