Model-Based multi-view face construction and recognition in videos

作者: Chao Wang , Yunhong Wang , Zhaoxiang Zhang , Yiding Wang

DOI: 10.1007/978-3-642-31576-3_37

关键词:

摘要: Model-based face construction and recognition in videos is a fundamental topic image processing video representation, while analysis faces across multiple views more challenging than that from fixed view because of the severe non-linearity caused by rotation depth, self-occlusion, self-shading illumination. In this paper, novel method presented to model recognize multi-view sequences. Firstly, we design extract feature points. Secondly, hybrid tracking integrated optical flow with mean shift proposed estimate posture. Then, using faces' paths different points obtained models, map synthesized reconstruction stitching together. Finally, experiments are conducted evaluate performance our approach.

参考文章(10)
T.F Cootes, G.V Wheeler, K.N Walker, C.J Taylor, View-based active appearance models Image and Vision Computing. ,vol. 20, pp. 657- 664 ,(2002) , 10.1016/S0262-8856(02)00055-0
Wen Gao, Bo Cao, Shiguang Shan, Xilin Chen, Delong Zhou, Xiaohua Zhang, Debin Zhao, The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations systems man and cybernetics. ,vol. 38, pp. 149- 161 ,(2008) , 10.1109/TSMCA.2007.909557
R.T. Collins, Mean-shift blob tracking through scale space computer vision and pattern recognition. ,vol. 2, pp. 234- 240 ,(2003) , 10.1109/CVPR.2003.1211475
Bruce D. Lucas, Takeo Kanade, An iterative image registration technique with an application to stereo vision international joint conference on artificial intelligence. pp. 674- 679 ,(1981)
D. Comaniciu, V. Ramesh, P. Meer, Kernel-based object tracking IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 25, pp. 564- 575 ,(2003) , 10.1109/TPAMI.2003.1195991
Ahmed Bilal Ashraf, Simon Lucey, Tsuhan Chen, Learning patch correspondences for improved viewpoint invariant face recognition computer vision and pattern recognition. pp. 1- 8 ,(2008) , 10.1109/CVPR.2008.4587754
T.F. Cootes, G.J. Edwards, C.J. Taylor, Active appearance models IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 23, pp. 681- 685 ,(2001) , 10.1109/34.927467
Changbo Hu, Josh Harguess, J. K. Aggarwal, Patch-based face recognition from video international conference on image processing. pp. 3285- 3288 ,(2009) , 10.1109/ICIP.2009.5413935
M. Uyttendaele, A. Eden, R. Skeliski, Eliminating ghosting and exposure artifacts in image mosaics computer vision and pattern recognition. ,vol. 2, pp. 509- 516 ,(2001) , 10.1109/CVPR.2001.991005
P. Viola, M. Jones, Rapid object detection using a boosted cascade of simple features computer vision and pattern recognition. ,vol. 1, pp. 511- 518 ,(2001) , 10.1109/CVPR.2001.990517