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Vehicle violation identification method and system, computer device and storage medium

A recognition method and vehicle technology, applied in the field of image recognition, can solve the problems of low vehicle violation recognition efficiency and high labor cost of road video surveillance, and achieve the effect of reducing labor cost and improving recognition efficiency.

Pending Publication Date: 2019-06-07
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Based on this, it is necessary to provide a vehicle violation identification method, system, computer equipment and storage medium for the problems of high labor cost and low efficiency of vehicle violation identification in road video surveillance.

Method used

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  • Vehicle violation identification method and system, computer device and storage medium
  • Vehicle violation identification method and system, computer device and storage medium
  • Vehicle violation identification method and system, computer device and storage medium

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Embodiment Construction

[0032] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0033] Those skilled in the art will understand that unless otherwise stated, the singular forms "a", "an", "the" and "the" used herein may also include plural forms. It should be further understood that the word "comprising" used in the specification of the present application refers to the presence of the features, procedures, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, Procedures, steps, operations, elements, components and / or groups thereof.

[0034] figure 1 It is a flowchart of a vehicl...

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PUM

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Abstract

The invention relates to the field of artificial intelligence, and provides a vehicle violation identification method and system, a computer device and a storage medium. The method comprises the stepsof collecting video frames, dividing sub-video frames corresponding to vehicles from the video frames, forming sub-video frame groups, extracting vehicle action characteristics, identifying violationprobability values according to the vehicle action characteristics, calculating a violation probability mean value, and if the violation probability mean value is greater than an early warning value,judging that the vehicles have violation behaviors. The vehicle violation action is accurately evaluated, the labor cost of road video monitoring management is reduced, and the recognition efficiencyof the vehicle violation action in the monitoring video is improved.

Description

technical field [0001] The present application relates to the technical field of image recognition, in particular to a vehicle violation recognition method, system, computer equipment and storage medium. Background technique [0002] Video surveillance is widely used in many occasions because of its intuition, accuracy, timeliness and rich information content. In recent years, with the rapid development of computer, network, image processing and transmission technology, video surveillance technology has also made great progress. Nowadays, more and more road traffic has installed video surveillance systems, aiming to prevent vehicle violations and preserve evidence. [0003] The current road monitoring is to monitor the target movement of the vehicle in the video by manual observation of the camera video, which requires high labor costs, and it is difficult to realize real-time monitoring of a large number of video content, and it is troublesome to obtain evidence. The reco...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06N3/04G08G1/017
Inventor 吴壮伟
Owner PING AN TECH (SHENZHEN) CO LTD