Hierarchical Foreground Detection in Dynamic Background

被引：0
作者：
Lu, Guoliang [1 ]
Kudo, Mineichi [1 ]
Toyama, Jun [1 ]
机构：
[1] Hokkaido Univ, Grad Sch Informat Sci & Technol, Sapporo, Hokkaido 0600814, Japan
来源：
COMPUTER ANALYSIS OF IMAGES AND PATTERNS: 14TH INTERNATIONAL CONFERENCE, CAIP 2011, PT 2 | 2011年 / 6855卷
关键词：
foreground detection; dynamic background; HSL color space;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Foreground detection in dynamic background is one of challenging problems in many vision-based applications. In this paper, we propose a hierarchical foreground detection algorithm in the HSL color space. With the proposed algorithm, the experimental precision in five testing sequences reached to 56.46%, which was the best among compared four methods.
引用
收藏
页码：413 / 420
页数：8
相关论文
共 11 条
  • [1] [Anonymous], P IEEE INT C COMP VI
  • [2] [Anonymous], 2000, P 4 AS C COMP VIS SI
  • [3] Efficient hierarchical method for background subtraction
    Chen, Yu-Ting
    Chen, Chu-Song
    Huang, Chun-Rong
    Hung, Yi-Ping
    [J]. PATTERN RECOGNITION, 2007, 40 (10) : 2706 - 2715
  • [4] Foreground segmentation using adaptive mixture models in color and depth
    Harville, M
    Gordon, G
    Woodfill, J
    [J]. IEEE WORKSHOP ON DETECTION AND RECOGNITION OF EVENTS IN VIDEO, PROCEEDINGS, 2001, : 3 - 11
  • [5] HEIKKILA M., 2004, British Machine Vision Conference, P187, DOI DOI 10.5244/C.18.21
  • [6] Contrast context histogram - An efficient discriminating local descriptor for object recognition and image matching
    Huang, Chun-Rong
    Chen, Chu-Song
    Chung, Pau-Choo
    [J]. PATTERN RECOGNITION, 2008, 41 (10) : 3071 - 3077
  • [7] Javed O, 2002, IEEE WORKSHOP ON MOTION AND VIDEO COMPUTING (MOTION 2002), PROCEEDINGS, P22, DOI 10.1109/MOTION.2002.1182209
  • [8] Ridder C., 1995, Recent Advances in Mechatronics. Proceedings of International Conference on Recent Advances in Mechatronics, ICRAM '95, P193
  • [9] Stauffer C., 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149), P246, DOI 10.1109/CVPR.1999.784637
  • [10] Sural S, 2002, Proceedings of the International Conference on Image Processing, V2, pII, DOI DOI 10.1109/ICIP.2002.1040019
12