A covariance-based method for dynamic background subtraction

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  Zhang, Shengping ^a   Yao, Hongxun ^a   Liu, Shaohui ^a   Chen, Xilin ^b   Gao, Wen ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

^b INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BACKGROUND SUBTRACTION; COVARIANCE MATRICES; COVARIANCE-BASED METHOD; DESCRIPTORS; DYNAMIC BACKGROUND; DYNAMIC SCENES; PIXEL LEVEL; SPATIAL PROPERTIES;

PATTERN RECOGNITION; PIXELS;

COVARIANCE MATRIX;

EID: 77957943579     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. A. Elgammal, D. Harwood, and L. S. Davis. Non-parametricmodel for background subtraction. European Conf. Computer Vision, 2:751-767, 2000.
2. W. Forstner and B. Moonen. A metric for covariance matrices. Technical report, Dept. of Geodesy and Geoinformatic, Stuttgart University, 1999.
3. M. Mason and Z. Duric. Using histograms to detect and track objects in color video. Applied Imagery Pattern Recognition Workshop, pages 154-159, 2001.
4. T. Matsuyame, T. Ohya, and H. Habe. Background subtraction for non-stationary scene. Proc. Asian Conf. Computer Vision, pages 622-667, 2000.
5. T. Ojala, M. pietikainen, and D. Harwood. A comparative study of texture measures with classification based on feature distributions. Pattern Recognition, 29(1):51-59, 1996.
6. C. Stauffer and W. E. L. Grimson. Adaptive background mixture models for real-time tracking. Int. Conf. Computer Vision and Pattern Recognition, 2:246-252, 1999.
7. O. Tuzel, F. Porikli, and P. Meer. Region covariance: A fast descriptor for detection and classification. Proc. European Conf. Computer Vision, pages 589-600, 2006.
8. C. R. Wren, A. AZarbayejani, T. Darrell, and A. P. Pentland. Pfinder: Real-time tracking of the human body. IEEE Trans. Pattern Analysis and Machine Intelligence, 19(7):780-785, July 1997.