Acta Optica Sinica, Volume. 30, Issue 6, 1721(2010)
Visual Object Tracking Based on Conditional Random Field Under Complex Scene
[1] [1] D. Comaniciu,V. Ramesh,P. Meer. Real-time tracking of non-rigid objects using mean shift [C]. Proc. IEEE Conf on Computer Vision and Pattern Recognition(CVPR) ,2000,2:142-149
[2] [2] A. Elgammal,R. Duraiswami,L. Davis. Probability tracking in joint feature-spatial spaces[C] Proc. IEEE Conf. on Computer Vision and Pattern Recognition(CVPR),2003.781-788
[6] [6] S. Avidan. Ensemble tracking[J]. IEEE Trans. Pattern Analysis and Machine Intelligence,2007,29(2):261-271
[7] [7] R. T. Collins,Y. Liu,M. Leordeanu. Online selection of discriminative tracking features[J]. IEEE Trans. Pattern Analysis and Machine Intelligence,2005,27(10):1631-1643
[8] [8] H. T. Nguyen,A. W. M. Smeulders. Fast occluded object tracking by a robust appearance filter[J ] . IEEE Trans. Pattern Analysis and Machine Intelligence,2004,26(8):1099-1104
[9] [9] J. Lafferty,A. McCallum,F. Pereira. Conditional random fields:probabilistic models for segmenting and labeling sequence data[C]. Proc. IEEE Int. Conf. Machine Learning,2001. 282-289
[10] [10] S. Kumar,M. Hebert. Discriminative random fields:a discriminative framework for contextual interaction in classification[C]. Proc. IEEE Int. Conf. Computer Vision,2003. 1150-1159
[11] [11] X. Ren,C. Fowlkes,J. Malik. Cue integration for figure/ground labeling[C]. Proc. Neural. Information Processing Systems (NIPS),2005. 1121-1128
[12] [12] S. V. N. Vishwanathan,N. N. Schraudolph,M. W. Schmidt et al.. Accelerated training of conditional. random fields with stochastic gradient methods[C]. Proc. Int. Conf. Machine Learning,2006. 969-976
[13] [13] Y. Weiss. Correctness of local probability propagation in graphical models with loops[J]. Neural Computation,2000,12(1):1-41
[14] [14] P. Viola,M. Jones. Robust real-time face detection[J]. International J. Computer Vision,2004,57(2):137-154
[15] [15] R. Collins. Mean-shift blob tracking through scale space[C]. Proc. IEEE Conf. on Computer Vision and Pattern Recognition(CVPR).2003,2:234-240
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Gao Lin, Tang Peng, Sheng Peng, Zuo Hang. Visual Object Tracking Based on Conditional Random Field Under Complex Scene[J]. Acta Optica Sinica, 2010, 30(6): 1721
Category: Machine Vision
Received: Jun. 17, 2009
Accepted: --
Published Online: Jun. 7, 2010
The Author Email: Lin Gao (gaolinscu@163.com)