An improved real-time blob detection for visual surveillance

Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09

Volumn , Issue , 2009, Pages

  Thanh, Binh Nguyen ^a   Sun, Tae Chung ^a  

^a Soongsil University   (South Korea)

Author keywords

Blob detection; Connected component labeling; Morphology; Union find; Visual surveillance

Indexed keywords

BLOB DETECTION; CONNECTED COMPONENT LABELING; MASK CORRECTION; MORPHOLOGICAL OPERATIONS; MULTI-CHANNEL; PROCESSING SPEED; PROCESSING STEPS; UNION-FIND; VISUAL SURVEILLANCE;

COMPUTER APPLICATIONS; ELECTROMAGNETIC WAVE ATTENUATION; LABELING; MATHEMATICAL MORPHOLOGY; MONITORING; MORPHOLOGY; SIGNAL PROCESSING;

SIGNAL DETECTION;

EID: 73849121196     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2009.5304688     Document Type: Conference Paper

References (13)

1. T. Chen, H. Haussecker, A. Bovyrin, R. Belenov, K. Rodyushkin, A. Kuranov, V. Eruhimov, "Computer Vision Workload Analysis: Case Study of Video Surveillance Systems", Intel Technology Journal, May 2005.
2. Z. Zivkovic, "Improved adaptive Gaussian mixture model for background subtraction", ICPR 2004, pp. 28-31.
3. C. Stauffer C, W.E.L Grimson, "Adaptive background mixture models for real-time tracking", IEEE CVPR, 1999, pp. 244-252.
4. P. Soille, Morphological Image Analysis: Principles and Applications, Springer-Verlag Telos, Berlin, 2003.
5. R. C. Gonzalez, R. E. Woods, and S. L. Eddins, Digital Image Processing using MATLAB, Prentice Hall, Upper Saddle River, New Jersey, 2003.
6. E. R. Dougherty and R. A. Lotufo, Hands-on Morphological Image Processing, SPIE Press, Bellingham, 2003.
7. A. Rosenfeld, J.L. Pfaltz, "Sequential Operations in Digital Picture Processing", JACM, 1966, pp. 417-494.
8. M. Onoe, Real Time Parallel Computing Image Analysis, Plenum Press, New York, 1981.
9. R. Lumia, L. Shapiro, and O. Zuniga, "A New Connected Components Algorithm for Virtual Memory Computers", Computer Vision and Image Processing, 1983, pp. 287-300.
10. C. Fiorio and J. Gustedt, "Two linear time Union-Find strategies for image processing", Theoretical Computer Science, Elsevier Science Publishers Ltd, 1996, pp. 165-181.
11. R. E. Tarjan, "Efficiency of a Good But Not Linear Set Union Algorithm", Journal of the ACM, ACM, 1975, pp. 215-225.
12. M. B. Dillencourt, H. Samet, and M. Tamminen, "A General Approach to Connected-Component Labeling for Arbitrary Image Representations", JACM, ACM, 1992, pp. 253-280.
13. L. Shapiro and G. Stockman, Computer Vision, Prentice Hall, Upper Saddle River, New Jersey, 2001.