期刊文献+

一种自适应的运动目标阴影检测算法 被引量:2

Adaptive motion object shadow detection algorithm
下载PDF
导出
摘要 在分析视频图像HSV差分图和差分图直方图的基础上,根据差分直方图中目标与阴影的像素分布特点,提出了一种基于最大类间方差的自适应加权阴影检测算法。实验表明,该算法具有检测精度高、效果好、适应性强和易于工程实现的特点。 Through the analysis of video image in the HSV difference image and its difference histogram,based on pixels distribution characteristic of the object and the shadow,a new adaptive shadow detection algorithm based on Otsu method is proposed in this paper.And the experimental results show that this method can detect motion object shadows efficiently,accurately and is usable.
出处 《计算机工程与应用》 CSCD 北大核心 2008年第4期56-58,共3页 Computer Engineering and Applications
基金 深圳市财政局、深圳市科技和信息局资助项目(the Shenzhen Finance Bureau、Technical and Information Bureau Foundation of China under Grant NO.SZKJ0501)
关键词 阴影检测 HSV颜色空间 最大类间方差(Otsu) shadow detection HSV color space maximal variance between clusters
  • 相关文献

参考文献5

  • 1Dong Xu,Liu Jian-zhuang,Zheng Kai-liu,et al.Insignificant shadow detection for video segmentation[J].Circuits and Systems for Video Technology,lEEE Transactions,2005,15(8): 1058-1064.
  • 2贾云得.机器视觉[M].北京:科学出版社,2003..
  • 3Hao Ying-ming,Zhu Feng.Fast algorithm for two-dimensional Otsu adaptive threshold algorithm[J].Journal of Image and Graphics, 2005, 10(4): 484-488.
  • 4Otsu N.A threshold selection method from gray-level histogram[J]. IEEE Transaction on System Man and Cybernetic, 1979,9(1):62-56.
  • 5夏良正.数字图像处理[M].南京:东南大学出版社,1999.43-83.

共引文献178

同被引文献26

  • 1王典,程咏梅,杨涛,潘泉,赵春晖.基于混合高斯模型的运动阴影抑制算法[J].计算机应用,2006,26(5):1021-1023. 被引量:19
  • 2陈伟宏,肖德贵.一种非重叠多摄像头的实时监控系统[J].计算机工程与应用,2006,42(18):218-220. 被引量:7
  • 3牛恩国,程咏梅,潘泉,赵春晖,杨涛.多摄像机视野分界线快速自动生成算法[J].计算机应用研究,2007,24(3):297-299. 被引量:6
  • 4Yoneyama A,Yeh C H,Kuo C C J.Moving cast shadow elimination for robust vehicle extraction based on 2D ioint vehicle/shadow models[C]//Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance(AVSS'03).Miami,FL,USA:IEEE Computer Society,2003:229-236.
  • 5Liu Zhou,Huang Kaiqi,Tan Tieniu,et al.Cast shadow removal with GMM for surface reflectance component[C]//Proceedings of 18th IEEE International Conference of Pattern Recognition.2006:727-730.
  • 6Julio Cezar Silveira Jacques Jr,Cla'udio Rosito Jung,Soraia Raupp Musse.Background subtraction and shadow detection in grayscale video sequences[C]//Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image.Natal,RN,Brazil:IEEE Computer Society,2005:189-196.
  • 7Salvador E,Cavallaro A,Ebrahimit.Cast shadow segmentation using invariant color features[J].Computer Vision and Image Understanding,2004,95(2):238-259.
  • 8Zhang Wei,Fang Xiangzhong,Yang Xiaokang.Moving cast shadows detection based on ratio edge[C]//Proceedings of the 18th International Conference on Pattern Recogation.Hong Kung,China:IEEE,2006:73-76.
  • 9Leone A,Distante C,Buccolieri F.A texture-based approach for shadow detection[C]//IEEE Confefence on Advanced Video and Signal Based Surveillance.Washington:IEEE,2005:371-376.
  • 10Ojala T,Pietik(a)inen M,Harwood D.A comparative study of texture measures with classification based on featured distributions[J].Pattern Recognition,1996,29(1):51-59.

引证文献2

二级引证文献7

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部