计算机与数字工程2017，Vol.45Issue(3)：523-526,564,5.DOI:10.3969/j.issn.1672-9722.2017.03.024
公共场所暴力行为的光流场构建及分析方法
Optical Flow Establishment and Analysis of Violence in Public Places
摘要
Abstract
In view of the situation that in recognition of violence in public places, the previous method of detecting has the existence of miscarriage of justice to the static object or general physical contact.So in this paper, a public places violence detection method based on Lucas-Kanade optical flow method is proposed, and the effect of recognition in different parameters is analyzed.First, the feature points of two adjacent frames are detected and stored.Then, the optical flow field to reflect the motion state of objects will be constructed.Besides, in this paper, the effects of the three parameters on the optical flow are analyzed, which are the Pyramid decomposition layer, the optical flow computation window and the maximum optical flow direction of the Lucas-Kanade optical flow algorithm.The experimental results show that the analysis method for constructing optical flow field can effectively identify the occurrence of violence in public places.关键词
公共场所/运动图像/光流法Key words
public places/moving picture/optical flow分类
信息技术与安全科学引用本文复制引用
黄继东,黎梓毅,冯兆熙,梁家烨,伍冯洁..公共场所暴力行为的光流场构建及分析方法[J].计算机与数字工程,2017,45(3):523-526,564,5.基金项目
广州大学大学生创新训练项目《公共场所暴力冲突的机器视觉自动检测方法研究》(编号:CX2015024) （编号:CX2015024）
广州市属高校科研计划项目《公共场所暴力行为智能检测系统的关键技术研究》(编号:2012A025) （编号:2012A025）
广东省科技计划项目《智能社区异常情况自动检测系统的研发及产业化》(编号:2013B090500067) （编号:2013B090500067）
第十五届"挑战杯"全国大学生课外学术科技作品竞赛项目资助. （）
