A KEY POSE MODEL FOR HUMAN INTERACTION RECOGNITION AND COLOR FROM GRAY BY OPTIMIZED COLOR ORDERING

作者: Arash Vahdat

DOI:

关键词:

摘要: In this thesis, we address two different problems in computer vision. First, the human interaction recognition is discussed whose goal to recognize action type of interacting humans videos. We model using a sequence key poses, important atomic-level actions. Spatial arrangements between actors are included as strict temporal ordering poses. Second, attack problem color from gray. Our build gray level image which can be used recover with minimum amount embedded information. use parametric curve maps values rich samples space. Next, attach parameters for order an approximation color. The method rests on optimization both and error minimized.

参考文章(68)
Trinh-Minh-Tri Do, Thierry Artières, Large margin training for hidden Markov models with partially observed states Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09. pp. 265- 272 ,(2009) , 10.1145/1553374.1553408
G. Medioni, I. Cohen, F. Bremond, S. Hongeng, R. Nevatia, Event detection and analysis from video streams IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 23, pp. 873- 889 ,(2001) , 10.1109/34.946990
David A. Ross, Jongwoo Lim, Ruei-Sung Lin, Ming-Hsuan Yang, Incremental Learning for Robust Visual Tracking International Journal of Computer Vision. ,vol. 77, pp. 125- 141 ,(2008) , 10.1007/S11263-007-0075-7
Greg Mori, Yang Wang, Learning a discriminative hidden part model for human action recognition neural information processing systems. ,vol. 21, pp. 1721- 1728 ,(2008)
Ivan Laptev, Marcin Marszalek, Cordelia Schmid, Benjamin Rozenfeld, Learning realistic human actions from movies computer vision and pattern recognition. pp. 1- 8 ,(2008) , 10.1109/CVPR.2008.4587756
Stephen S. Intille, Aaron F. Bobick, Recognizing Planned, Multiperson Action Computer Vision and Image Understanding. ,vol. 81, pp. 414- 445 ,(2001) , 10.1006/CVIU.2000.0896
L. Gorelick, M. Blank, E. Shechtman, M. Irani, R. Basri, Actions as Space-Time Shapes IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 29, pp. 2247- 2253 ,(2007) , 10.1109/TPAMI.2007.70711
Cristian Sminchisescu, Atul Kanaujia, Dimitris Metaxas, Conditional models for contextual human motion recognition Computer Vision and Image Understanding. ,vol. 104, pp. 210- 220 ,(2006) , 10.1016/J.CVIU.2006.07.014
Fengjun Lv, Ramakant Nevatia, Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching computer vision and pattern recognition. pp. 1- 8 ,(2007) , 10.1109/CVPR.2007.383131
Ming-Kuei Hu, Visual pattern recognition by moment invariants IEEE Transactions on Information Theory. ,vol. 8, pp. 179- 187 ,(1962) , 10.1109/TIT.1962.1057692