Detection method, system and device for monitoring violent behaviors and readable storage medium

A detection method and behavior technology, applied in the field of computer vision, can solve the problem of low detection efficiency of violent behavior of surveillance cameras

Pending Publication Date: 2022-07-01
HOHAI UNIV
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The object of the present invention is to provide a method to solve the problem of low detection efficiency of surveillance camera violence

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Detection method, system and device for monitoring violent behaviors and readable storage medium
  • Detection method, system and device for monitoring violent behaviors and readable storage medium
  • Detection method, system and device for monitoring violent behaviors and readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0039] The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0040] The present invention provides such as figure 1 , image 3 A method for monitoring violent behavior detection shown in , specifically includes the following steps:

[0041] Step 1, constructing a video dataset of violent behaviors. In this embodiment, videos of monitoring violent behaviors are collected in various forms: including network data sets, actual monitoring video retrieval and other forms, and the collected videos a...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a violent behavior monitoring detection method, system and device and a readable storage medium, and belongs to the technical field of computer vision, and the method comprises the following steps: 1, constructing a violent behavior video data set; 2, constructing a three-dimensional convolutional neural network, and extracting violent behavior video data features; 3, classifying the feature data by using a multi-layer perceptron; according to the monitoring violent behavior detection method, system and device and the readable storage medium, a time-consuming and labor-consuming manual detection method is replaced, a dense connection network combined with 3D convolution is adopted, feature extraction is performed on violent behavior video data, and features in the violent behavior video data extracted by the network are classified by using a multi-layer perceptron algorithm; a 2D convolution kernel in a dense connection network is replaced by a 3D convolution kernel, so that the convolutional neural network has a function of extracting video features; violent behavior videos are classified through an algorithm, and video contents shot by a camera are analyzed by using a computer, so that manpower can be saved, and violent events can be prevented.

Description

technical field [0001] The invention belongs to the technical field of computer vision, and in particular relates to a monitoring violent behavior detection method, system, device and readable storage medium. Background technique [0002] With the development of neural network algorithms and the improvement of computer performance, neural network algorithms have been widely used in various fields; surveillance cameras have penetrated into every corner of the city, curbing the behavior of picking quarrels and provoking troubles in society and maintaining social security. , but how to quickly and save time to detect the violent behavior of the surveillance camera, the existing surveillance camera data volume is huge, and it is impossible to complete the task by manual methods. Therefore, it is necessary to develop a method to detect the violent behavior of surveillance existing problems. SUMMARY OF THE INVENTION [0003] The purpose of the present invention is to provide a ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06V20/40G06V20/52G06V10/82G06N3/04G06N3/08
CPCG06N3/08G06N3/045
Inventor 徐映千何欣楠唐雪萍
Owner HOHAI UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap