Accurate dynamic scene model for moving object detection

Proceedings - International Conference on Image Processing, ICIP

Volumn 6, Issue , 2007, Pages

  Yang, Hong ^a   Tan, Yihua ^a   Tian, Jinwen ^a   Liu, Jian ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Background subtraction; Gaussian mixture model; Moving object detection

Indexed keywords

GAUSSIAN DISTRIBUTION; OBJECT DETECTION; PIXELS;

BACKGROUND SUBTRACTION; DYNAMIC SCENE MODELING; DYNAMIC SCENES; FIXED CAMERAS; GAUSSIAN MIXTURE MODEL; MODEL DYNAMICS; MOVING-OBJECT DETECTION; PIXEL-BASED METHODS;

OBJECT RECOGNITION;

EID: 48149088137     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2007.4379545     Document Type: Conference Paper

References (8)

1. C. R. Wren, A. Azarbayejani, T. Darrell, and A. Pentland, "Pfinder: real-time tracking of the human body", IEEE Trans. PAMI, vol.19, no.7, July 1997.
2. N. Friedman, and S. Russell, "Image segmentation in video sequences: A probabilistic approach", In Proc. of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI), Aug. 1-3, 1997.
3. C. Stauffer, and W. Grimson, "Adaptive background mixture models for real-time tracking," CVPR, 1999.
4. Z. Zivkovic and F. Heijden, "Recursive Unsupervised Learning of Finite Mixture Models", IEEE Trans. on PAMI, vol.26, no.5, 2004.
5. D. S. Lee, "Effective Gaussian Mixture Learning for Video Background Subtraction", IEEE Trans. PAMI, vol.27, no.5, 2005.
6. F. Porikli and J. Thornton, "Shadow Flow: A Recursive Method to Learn Moving Cast Shadows", ICCV, 2005.
7. N. Martel-Brisson and A. Zaccarin, "Moving Cast Shadow Detection from a Gaussian Mixture Shadow Model", CVPR, 2005.
8. A. Elgammal, D. Harwood, L. Davis, "Non-parametric Model for Background Subtraction", ECCV, 2000.