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Video image-based fighting behavior detection method and device

A technology of video image and detection method, which is applied in the direction of instruments, character and pattern recognition, computer components, etc., and can solve the problems of fighting target occlusion, missing detection of fighting behavior, difficulty in accurately detecting targets, etc.

Active Publication Date: 2019-07-26
ZHEJIANG UNIVIEW TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The traditional moving target detection algorithm is easily affected by factors such as light, which makes it difficult to accurately detect the target and easily leads to misjudgment of the follow-up rules; Missed detection of fighting behavior

Method used

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  • Video image-based fighting behavior detection method and device
  • Video image-based fighting behavior detection method and device
  • Video image-based fighting behavior detection method and device

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. The components of the embodiments of the invention generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations.

[0054] Accordingly, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely represents selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative efforts belong to the protection scope of the present invention.

[0055] It should be noted that like numeral...

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Abstract

The embodiment of the invention provides a video image-based fighting behavior detection method and device, and the method comprises the steps: obtaining the number of first target features in a to-be-detected video image frame, and detecting whether the number of the first target features is greater than a first preset threshold value or not; and if the number of the first target features is greater than the first preset threshold value, obtaining a plurality of adjacent video image frames adjacent to the to-be-detected video image frame, and judging whether a fighting behavior occurs or notaccording to the to-be-detected video image frame and the change condition of the first target feature in the plurality of adjacent video image frames. And if the number of the first target features is smaller than or equal to the first preset threshold value, a second target feature in the to-be-detected video image frame is obtained, and whether a connected part exists in the second target feature in the to-be-detected video image frame is detected so as to judge whether a fighting behavior occurs or not. According to the scheme, whether the fighting behavior occurs or not is comprehensivelyjudged through combination of multiple decisions and feature changes, and the accuracy of fighting behavior detection based on the video image is improved.

Description

technical field [0001] The present invention relates to the technical field of video monitoring, in particular to a method and device for detecting fighting behavior based on video images. Background technique [0002] With the development of the times and the advancement of technology, the behavior analysis technology based on video images is also constantly changing. At present, there is a strong demand for the behavior analysis of fighting in squares, roads, hotels, prisons and other places. Most of the existing fight detection algorithms are based on the traditional background subtraction algorithm, which first detects the moving target; then extracts the feature points of the moving target to calculate the motion vector, or extracts the contour of the target; finally uses the motion vector feature or contour change rules to determine whether a fight occurs. The traditional moving target detection algorithm is easily affected by factors such as light, which makes it di...

Claims

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Application Information

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IPC IPC(8): G06K9/00
CPCG06V40/20G06V20/40
Inventor 刘俊管国威
Owner ZHEJIANG UNIVIEW TECH CO LTD
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