Tracking and segmenting people in varying lighting conditions using colour

作者: Y. Raja , S.J. McKenna , Shaogang Gong

DOI: 10.1109/AFGR.1998.670953

关键词:

摘要: Colour cues were used to obtain robust detection and tracking of people in relatively unconstrained dynamic scenes. Gaussian mixture models estimate probability densities colour for skin, clothing background. These detect, track segment people, faces hands. A technique dynamically updating the accommodate changes apparent due varying lighting conditions was used. Two applications are highlighted: (1) actor segmentation virtual studios, (2) focus attention face gesture recognition systems. system implemented on a 200 MHz PC tracks multiple objects real time.

参考文章(12)
Stephen J. McKenna, Yogesh Raja, Shaogang Gong, Face recognition in dynamic scenes british machine vision conference. ,(1997)
Yogesh Raja, Stephen J. McKenna, Shaogang Gong, Segmentation and Tracking Using Color Mixture Models asian conference on computer vision. pp. 607- 614 ,(1998) , 10.1007/3-540-63930-6_173
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
Richard A. Redner, Homer F. Walker, Mixture Densities, Maximum Likelihood and the EM Algorithm SIAM Review. ,vol. 26, pp. 195- 239 ,(1984) , 10.1137/1026034
Stephen J. McKenna, Yogesh Raja, Shaogang Gong, Object Tracking Using Adaptive Color Mixture Models asian conference on computer vision. pp. 615- 622 ,(1998) , 10.1007/3-540-63930-6_174
R. Kjeldsen, J. Kender, Finding skin in color images Proceedings of the Second International Conference on Automatic Face and Gesture Recognition. pp. 312- 317 ,(1996) , 10.1109/AFGR.1996.557283
D. Saxe, R. Foulds, Toward robust skin identification in video images Proceedings of the Second International Conference on Automatic Face and Gesture Recognition. pp. 379- 384 ,(1996) , 10.1109/AFGR.1996.557295
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
J. Matas, R. Marik, J. Kittler, On representation and matching of multi-coloured objects international conference on computer vision. pp. 726- 732 ,(1995) , 10.1109/ICCV.1995.466866