A real-time adaptive thresholding for video change detection

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2006, Pages 157-160

  Su, Chang ^a   Amer, Aishy ^a  

^a Dept of Electrical and Computer Engineering   (Canada)

Author keywords

Image processing; Image segmentation; Object detection

Indexed keywords

ADAPTIVE THRESHOLDING; CHANGE DETECTION; DIFFERENCE IMAGES; GLOBAL THRESHOLD; HIGH EFFICIENCY; IMAGE BLOCKS; NON-PARAMETRIC; OBJECT DETECTION; THRESHOLDING ALGORITHMS;

ALGORITHMS; IMAGING SYSTEMS; OBJECT RECOGNITION; SIGNAL DETECTION;

IMAGE SEGMENTATION;

EID: 67650479640     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2006.312373     Document Type: Conference Paper

References (11)

1. R. J. Radke, S. Andra, O. A-Kofahi, and B. Roysam, "Image change detection algorithms: a systematic survey," IEEE Transactions On Image Processing, vol. 14, no. 3, pp. 294-307, 2005.
2. D. Zhang and G. Lu, "Segmentation of moving objects in image sequence: a review," Circuits Systems Signal Processing, vol. 20, no. 2, pp. 143-183, 2001.
3. A. Amer and E. Dubois, "Memory-based spatiotemporal real-time object segmentation," Proc. SPIE Int. Symposium on Electronic Imaging, Conf: on Real- Time Imaging, vol. 5012, pp. 10-21, 2003.
4. P. L. Rosin, "Thresholding for change detection," Computer Vision and Image Understanding, vol. 86, pp. 79- 95, 2002.
5. P. L. Rosin and E. Joannidis, "Evaluation of global image thresholding for change detection," Pattern Recognition Letters, vol. 24, pp. 2345-2356, 2003.
6. P. L. Rosin and T. Ellis, "Image difference threshold strategies and shadow detection," In Proc. British Machine Vision Conference, pp. 347-356, 1995.
7. J. Kapur, P. Sahoo, and A. Wong, "A new method for gray-level picture thresholding using the entropy of histogram," Computer Vision, Graphics Image Process, vol. 29, no. 3, pp. 273-285, 1985.
8. N. Otsu, "A threshold selection method from gray-level histogram," IEEE Trans. System, Man and Cybernetics, vol. 19, pp. 62-66, 1979.
9. A. Pikaz and A. Averbuch, "Digital image thresholding based on topological stable state," Pattern Recognition, vol. 29, pp. 829-843, 1996.
10. A. Leon-Garcia, Probability and Random Processes For Electrical Engineering, Addison-Wesley Publishing Company Inc., second edition, 1994.
11. H. Lee and R. Park, "Comments on "an optimal multiple threshold scheme for image segmentation"," IEEE. Trans. On Systems, Man, And Cybernetics, vol. 20, no. 3, pp. 741-742, 1990.