Publications


Yang Wang, Gholamreza Haffari, Shaojun Wang and Greg Mori, A Rate Distortion Approach for Semi-Supervised Conditional Random Fields, Advances in Neural Information Processing Systems (NIPS) 22, 2009 [pdf] [bibtex]
Weilong Yang, Yang Wang and Greg Mori, Efficient Human Action Detection using a Transferable Distance Function, Ninth Asian Conference on Computer Vision (ACCV), 2009. [pdf] [bibtex]
Weilong Yang, Yang Wang, and Greg Mori, Human Action Recognition from a Single Clip per Action, 2nd International Workshop on Machine Learning for Vision-based Motion Analysis (at ICCV), 2009. [pdf] [bibtex]
Yang Wang and Greg Mori, Max-Margin Hidden Conditional Random Fields for Human Action Recognition, IEEE Computer Vision and Pattern Recognition (CVPR), 2009. [pdf] [bibtex]
Mohammad Norouzi, Mani Ranjbar, and Greg Mori, Stacks of Convolutional Restricted Boltzmann Machines for Shift-Invariant Feature Learning, IEEE Computer Vision and Pattern Recognition (CVPR), 2009. [pdf] [bibtex]
Mark Bayazit, Alex Couture-Beil, and Greg Mori, Real-time Motion-based Gesture Recognition using the GPU, IAPR Conference on Machine Vision Applications (MVA), 2009. [more info]
Yang Wang and Greg Mori, Human Action Recognition by Semi-Latent Topic Models, IEEE Transactions on Pattern Analysis and Machine Intelligence Special Issue on Probabilistic Graphical Models in Computer Vision (T-PAMI), 2009. [pdf] [bibtex] [more details]
Jens Wawerla, Shelley Marshall, Greg Mori, Kristina Rothley, and Payam Sabzmeydani, BearCam: Automated Wildlife Monitoring At The Arctic Circle, Journal of Machine Vision and Applications (MVA), 2009. [pdf] [bibtex] [more details]
Yang Wang and Greg Mori, Learning a Discriminative Hidden Part Model for Human Action Recognition, Advances in Neural Information Processing Systems (NIPS) 21, 2008 [pdf] [bibtex]
Yang Wang and Greg Mori, Multiple Tree Models for Occlusion and Spatial Constraints in Human Pose Estimation, European Conference on Computer Vision (ECCV), 2008. [pdf] [bibtex]
Bo Chen, William Pak Tun Ma, Yan Tan, Alexandra Fedorova, and Greg Mori, GreenRT: A Framework for the Design of Power-Aware Soft Real-Time Applications, Workshop on the Interaction between Operating Systems and Computer Architecture (WIOSCA), 2008. [pdf] [bibtex]
Gholamreza Haffari, Yang Wang, Shaojun Wang, Greg Mori, and Feng Jiao, Boosting with Incomplete Information, International Conference on Machine Learning (ICML), 2008. [pdf] [bibtex]
Alireza Fathi and Greg Mori, Action Recognition by Learning Mid-level Motion Features, IEEE Computer Vision and Pattern Recognition (CVPR), 2008. [pdf] [bibtex]
R. P. Botchen, S. Bachthaler, F. Schick, M. Chen, G. Mori, D. Weiskopf and T. Ertl, Action-based multi-field video visualization, IEEE Transactions on Visualization and Computer Graphics (TVCG), 14(4):885-899, 2008.
Bo Chen, Nhan Nguyen, and Greg Mori, Human Pose Estimation with Rotated Geometric Blur, IEEE Workshop on Applications of Computer Vision (WACV), 2008. [pdf] [bibtex]
Alireza Fathi and Greg Mori, Human Pose Estimation using Motion Exemplars, IEEE International Conference on Computer Vision (ICCV), 2007. [pdf] [bibtex] [more details]
Yang Wang and Greg Mori, Boosted Multiple Deformable Trees for Parsing Human Poses, 2nd Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation (at ICCV), 2007. [pdf] [bibtex]
Yang Wang, Payam Sabzmeydani, and Greg Mori, Semi-Latent Dirichlet Allocation: A Hierarchical Model for Human Action Recognition, 2nd Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation (at ICCV), 2007. [pdf] [bibtex]
Payam Sabzmeydani and Greg Mori, Detecting Pedestrians by Learning Shapelet Features, IEEE Computer Vision and Pattern Recognition (CVPR), 2007. [README]
Andrew Rova, Greg Mori, Lawrence M. Dill, One Fish, Two Fish, Butterfish, Trumpeter: Recognizing Fish in Underwater Video, IAPR Conference on Machine Vision Applications, 2007. [pdf] [bibtex] [more details]
Maryam Moslemi Naeini, Greg Dutton, Kristina Rothley, and Greg Mori, Action Recognition of Insects Using Spectral Clustering, IAPR Conference on Machine Vision Applications, 2007. [pdf] [bibtex] [more details]
Chris McIntosh, Ghassan Hamarneh and Greg Mori, Human Limb Delineation and Joint Position Recovery Using Localized Boundary Models, IEEE Workshop on Motion and Video Computing (WMVC), 2007. [pdf] [bibtex] [more details]
Yang Wang, Hao Jiang, Mark S. Drew, Ze-Nian Li and Greg Mori, Unsupervised Discovery of Action Classes, IEEE Computer Vision and Pattern Recognition (CVPR), 2006. [pdf] [bibtex] [more details]
Xiaoxing Li, Greg Mori and Hao Zhang, Expression-Invariant Face Recognition with Expression Classification, Third Canadian Conference on Computer and Robot Vision (CRV), 2006. [pdf]
Oliver van Kaick and Greg Mori, Automatic Classification of Outdoor Images by Region Matching, Third Canadian Conference on Computer and Robot Vision (CRV), 2006. [pdf]
Greg Mori and Jitendra Malik, Recovering 3d Human Body Configurations Using Shape Contexts, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 28(7):1052-1062, July, 2006. [pdf] [bibtex] [more details]
Serge Belongie, Greg Mori and Jitendra Malik, Matching with Shape Contexts, Statistics and Analysis of Shapes, eds. H. Krim and T. Yezzi, Birkhäuser, 2006.
Greg Mori, Guiding Model Search Using Segmentation, IEEE International Conference on Computer Vision (ICCV), 2005. [pdf] [bibtex] [code]
Greg Mori, Serge Belongie, and Jitendra Malik, Efficient Shape Matching Using Shape Contexts, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 27(11):1832-1837, Nov. 2005. [pdf] [bibtex]
G. Mori, X. Ren, A. Efros, and J. Malik, Recovering Human Body Configurations: Combining Segmentation and Recognition, IEEE Computer Vision and Pattern Recognition (CVPR), 2004. [pdf] [bibtex] [ppt slides]
G. Mori, A. Berg, A. Efros, A. Eden, and J. Malik, Video Based Motion Synthesis by Splicing and Morphing, University of California, Berkeley Tech Report: UCB//CSD-04-1337, June 2004. [pdf] [bibtex]
A.A. Efros, A.C. Berg, G. Mori and J. Malik, Recognizing Action at A Distance, IEEE International Conference on Computer Vision (ICCV), 2003. [pdf] [bibtex] [more details]
G. Mori, L. Walker, S. R. Bharadwaj, C. Schor, and J. Malik, Do object viewing strategies change when parts are ambiguous?, European Conference on Visual Perception (unreferreed), 2003. [abst]
Greg Mori and Jitendra Malik, Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA, IEEE Computer Vision and Pattern Recognition (CVPR), 2003. [pdf] [bibtex] [more details]
Greg Mori and Jitendra Malik, Estimating Human Body Configurations using Shape Context Matching, European Conference on Computer Vision (ECCV), 2002. [pdf] [ps.gz] [bibtex] [video results (8.8Mb)]
Greg Mori, Serge Belongie, and Jitendra Malik, Shape Contexts Enable Efficient Retrieval of Similar Shapes, IEEE Computer Vision and Pattern Recognition (CVPR), 2001. [pdf] [ps.gz] [bibtex]
Greg Mori and Jitendra Malik, Estimating Human Body Configurations using Shape Context Matching, Workshop on Models versus Exemplars in Computer Vision (at CVPR), 2001. [pdf] [ps.gz] [ppt slides]




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