Anomaly Foreground Detection through Background Learning in Video Surveillance
作者： Cheng-Yuan Tang , Yi-Leh Wu , Shih-Pin Chao , Wen-Chao Chen , Pan-Lan Chen
DOI: 10.1007/978-3-642-00909-9_41
关键词:
摘要: We present a new set of rapid detection background subtraction algorithms using codebooks to established Background Model (BG Model) and the concept Color originally proposed by [6]. The methods do not require prior learning, as in [6], can create an instant BG training with learning mechanism. Our also turn latter coming but stationary foreground objects gradually background, which are more adaptive actual environments. use absorb sudden camera movements caused show that effective efficient video surveillance applications.
springer.com
springerlink.com参考文章(10)
Larry Davis, David Harwood, Kyungnam Kim, A Perturbation Method for Evaluating Background Subtraction Algorithms ,(2003)
Thanarat Horprasert, David Harwood, Larry S Davis, None, A Robust Background Subtraction and Shadow Detection ,(1999)
Ahmed Elgammal, David Harwood, Larry Davis, Non-parametric Model for Background Subtraction Lecture Notes in Computer Science. pp. 751- 767 ,(2000) , 10.1007/3-540-45053-X_48
Teuvo Kohonen, An introduction to neural computing Neural Networks. ,vol. 1, pp. 3- 16 ,(1988) , 10.1016/0893-6080(88)90020-2
Kyungnam Kim, T.H. Chalidabhongse, D. Harwood, L. Davis, Background modeling and subtraction by codebook construction international conference on image processing. ,vol. 5, pp. 3061- 3064 ,(2004) , 10.1109/ICIP.2004.1421759
C. Stauffer, W.E.L. Grimson, Adaptive background mixture models for real-time tracking computer vision and pattern recognition. ,vol. 2, pp. 246- 252 ,(1999) , 10.1109/CVPR.1999.784637
Christopher M. Bishop, John M. Winn, Non-linear Bayesian Image Modelling Computer Vision - ECCV 2000. ,vol. 1, pp. 3- 17 ,(2000) , 10.1007/3-540-45054-8_1
C.R. Wren, A. Azarbayejani, T. Darrell, A.P. Pentland, Pfinder: real-time tracking of the human body IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 19, pp. 780- 785 ,(1997) , 10.1109/34.598236
Teuvo Kohonen, Learning Vector Quantization Self-Organizing Maps. pp. 175- 189 ,(1995) , 10.1007/978-3-642-97610-0_6
Thanarat Horprasert, David Harwood, Larry S Davis, None, A Statistical Approach for Real-time Robust Background Subtraction and Shadow Detection international conference on computer vision. ,(1999)