Publications
2011. Example-Driven Manifold Priors for Image Deconvolution. Image Processing, IEEE Transactions on. 20(11):3086-3096.
2011. Localizing parts of faces using a consensus of exemplars. Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. :545-552.
2009. Learning multi-modal densities on Discriminative Temporal Interaction Manifold for group activity recognition. Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on. :2450-2457.
2009. Recognizing coordinated multi-object activities using a dynamic event ensemble model. Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on. :3541-3544.
2008. Action recognition using ballistic dynamics. Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on. :1-8.
2008. Decentralized discovery of camera network topology. Distributed Smart Cameras, 2008. ICDSC 2008. Second ACM/IEEE International Conference on. :1-10.
2007. Hierarchical Part-Template Matching for Human Detection and Segmentation. Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on. :1-8.
2007. Joint Acoustic-Video Fingerprinting of Vehicles, Part II. Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on. 2:II-749-II-752-II-749-II-752.
2007. Learning Higher-order Transition Models in Medium-scale Camera Networks. Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on. :1-8.
2007. Objects in Action: An Approach for Combining Action Understanding and Object Perception. Computer Vision and Pattern Recognition, 2007. CVPR '07. IEEE Conference on. :1-8.
2007. Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering. Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on. :1-8.
2007. A Study of Face Recognition as People Age. Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on. :1-8.
2006. Face Verification Across Age Progression. Image Processing, IEEE Transactions on. 15(11):3349-3361.
2005. Kernel-based Bayesian filtering for object tracking. Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer Society Conference on. 1:227-234vol.1-227-234vol.1.
2004. Product approximation by minimizing the upper bound of Bayes error rate for Bayesian combination of classifiers. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 1:252-255Vol.1-252-255Vol.1.
2004. Robust Bayesian cameras motion estimation using random sampling. Image Processing, 2004. ICIP '04. 2004 International Conference on. 2:1361-1364Vol.2-1361-1364Vol.2.
2002. Bayesian structure from motion using inertial information. Image Processing. 2002. Proceedings. 2002 International Conference on. 3:III-425-III-428vol.3-III-425-III-428vol.3.
2002. Binarization of low quality text using a Markov random field model. Pattern Recognition, 2002. Proceedings. 16th International Conference on. 3:160-163vol.3-160-163vol.3.
2002. Probabilistic recognition of human faces from video. Image Processing. 2002. Proceedings. 2002 International Conference on. 1:I-41-I-44vol.1-I-41-I-44vol.1.