计算机科学与技术

基于运动目标检测的交互式图片浏览系统

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  • 华南理工大学 计算机科学与工程学院,广东 广州 510006
许勇(1971-),男,博士,教授,主要从事计算机视觉研究.E-mail:yxu@scut.edu.cn

收稿日期: 2013-02-28

  网络出版日期: 2013-06-01

基金资助

国家自然科学基金资助项目(61273255,61070091);华南理工大学中央高校基本科研业务费本科生自主选题项目(201230)

Interactive Photo- Browsing System Based on Moving Target Detection

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  • School of Computer Science and Engineering,South China University of Technology,Guangzhou 510006,Guangdong,China
Xu Yong(born in 1971),male,Ph.D.,professor,mainly researches on computer vision.E-mail:yxu@scut.edu.cn

Received date: 2013-02-28

  Online published: 2013-06-01

Supported by

Supported by the National Natural Science Foundation of China (61273255,61070091) and the Fundamental Research Funds for the Central Universities (201230)

摘要

研制了一种基于运动目标检测技术的交互式图片浏览系统.首先使用高斯混合模型对背景进行建模,提出把传统的 RGB 颜色空间转化为 YCbCr 颜色空间的改进方法,以提高检测算法对光照变化的鲁棒性,实现对前景移动目标的有效检测,进而分离出目标对象,同时结合肤色检测技术和Canny 边缘检测算法来实现对移动目标的定位.最后对实际开发的系统进行功能测试验证,取得了良好的预期效果.

本文引用格式

许勇 卓君宝 田星 布社辉 . 基于运动目标检测的交互式图片浏览系统[J]. 华南理工大学学报(自然科学版), 2013 , 41(7) : 126 -130 . DOI: 10.3969/j.issn.1000-565X.2013.07.021

Abstract

Proposed in this paper is an interactive photo- browsing system based on the moving target detection.In this system,the Gaussian mixture model is used to construct a background model and the traditional RGB color space is converted into YCbCr color space to improve the robustness of the system to illumination varia-tion.Thus,the moving foreground target is effectively detected and the target object is further separated.More-over,in order to locate a moving object,the skin segmentation technology is combined with the Canny edge de-tection algorithm.The developed system is finally tested by experiments,with satisfactory results being ob-tained.

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