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Tian Lan and Greg Mori. A Max-Margin Riffled Independence Model for Image Tag Ranking. IEEE Computer Vision and Pattern Recognition (CVPR), 2013. [pdf] [bibtex] |
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Guang-Tong Zhou, Tian Lan, Weilong Yang, and Greg Mori Learning Class-to-Image Distance with Object Matchings. IEEE Computer Vision and Pattern Recognition (CVPR), 2013. [pdf] [bibtex] |
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Yuke Zhu, Tian Lan, Yijian Yang, Steven N. Robinovitch, and Greg Mori. Latent Spatio-temporal Models for Action Localization and Recognition in Nursing Home Surveillance Video. IAPR Conference on Machine Vision Applications (MVA), 2013. [pdf] [bibtex] |
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Shokoofeh Pourmehr, Valiallah Monajjemi, Jens Wawerla, Richard Vaughan, and Greg Mori. A Robust Integrated System for Selecting and Commanding Multiple Mobile Robots. IEEE International Conference on Robotics and Automation (ICRA), 2013. [pdf] [bibtex] |
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Weilong Yang, Yang Wang, Arash Vahdat, and Greg Mori. Kernel Latent SVM for Visual Recognition. Neural Information Processing Systems (NIPS), 2012. [pdf] [bibtex] |
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Hossein Hajimirsadeghi and Greg Mori. Multiple Instance Real Boosting with Aggregation Functions. IAPR International Conference on Pattern Recognition, ICPR 2012. [pdf] [bibtex] |
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Mani Ranjbar, Tian Lan, Yang Wang, Stephen Robinovitch and Greg Mori. Optimizing Non-Decomposable Loss Functions in Structured Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2012 (to appear). [pdf] [bibtex] |
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Tian Lan, Weilong Yang, Yang Wang, and Greg Mori. Image Retrieval with Structured Object Queries Using Latent Ranking SVM. European Conference on Computer Vision (ECCV), 2012. [pdf] [bibtex] |
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Nataliya Shapovalova, Arash Vahdat, Kevin Cannons, Tian Lan, and Greg Mori. Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification. European Conference on Computer Vision (ECCV), 2012. [pdf] [bibtex] |
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Tian Lan, Leonid Sigal, and Greg Mori. Social Roles in Hierarchical Models for Human Activity Recognition. IEEE Computer Vision and Pattern Recognition (CVPR), 2012. [pdf] [bibtex] |
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Mani Ranjbar, Arash Vahdat, and Greg Mori. Complex Loss Optimization via Dual Decomposition. IEEE Computer Vision and Pattern Recognition (CVPR), 2012. [pdf] [bibtex] |
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Bahman Yari Saeed Khanloo, Ferdinand Stefanus, Mani Ranjbar, Ze-Nian Li, Nicolas Saunier, Tarek Sayed, and Greg Mori. A Large Margin Framework for Single Camera Offline Tracking with Hybrid Cues. Computer Vision and Image Understanding (CVIU), 116 pp.676-689, 2012. [pdf] [bib] [more details] |
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Tian Lan, Yang Wang, Weilong Yang, Stephen Robinovitch, and Greg Mori. Discriminative Latent Models for Recognizing Contextual Group Activities. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 34(8) pp.1549-1562, 2012 [pdf] [bibtex] |
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Arash Vahdat, Bo Gao, Mani Ranjbar, and Greg Mori. A Discriminative Key Pose Sequence Model for Recognizing Human Interactions. Eleventh IEEE International Workshop on Visual Surveillance, 2011. [pdf] [bibtex] |
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Tian Lan, Yang Wang, and Greg Mori. Discriminative Figure-Centric Models for Joint Action Localization and Recognition. IEEE International Conference on Computer Vision (ICCV), 2011 [pdf] [bibtex] |
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Zhi Feng Huang, Weilong Yang, Yang Wang, and Greg Mori. Latent Boosting for Action Recognition. 22nd British Machine Vision Conference (BMVC), 2011. [pdf] [bibtex] |
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Yang Wang and Greg Mori. Max-Margin Latent Dirichlet Allocation for Image Classification and Annotation. 22nd British Machine Vision Conference (BMVC), 2011. [pdf] [bibtex] |
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B. Milligan, G. Mori, and R. Vaughan. Selecting and Commanding Groups in a Multi-Robot Vision Based System. 6th ACM/IEEE International Conference on Human-Robot Interaction (Video Session) (HRI), 2011. [pdf] [bibtex] [video] |
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Yang Wang and Greg Mori. Hidden Part Models for Human Action Recognition: Probabilistic vs. Max-Margin. IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 33(7) pp.1310-1323 2011. [pdf] [bibtex] |
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Tian Lan, Yang Wang, Weilong Yang, and Greg Mori. Beyond Actions: Discriminative Models for Contextual Group Activities. Neural Information Processing Systems (NIPS), 2010. [pdf] [bibtex] [ppt slides] |
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Yang Wang and Greg Mori. A Discriminative Latent Model of Image Region and Object Tag Correspondence. Neural Information Processing Systems (NIPS), 2010. [pdf] [bibtex] |
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Tian Lan, Yang Wang, Greg Mori, and Stephen Robinovitch. Retrieving Actions in Group Contexts. International Workshop on Sign Gesture Activity, 2010. [pdf] [bibtex] [ppt slides] |
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Yang Wang and Greg Mori. A Discriminative Latent Model of Object Classes and Attributes. European Conference on Computer Vision (ECCV), 2010. [pdf] [bibtex] |
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Mani Ranjbar, Greg Mori, and Yang Wang. Optimizing Complex Loss Functions in Structured Prediction. European Conference on Computer Vision (ECCV), 2010. [pdf] [bibtex] |
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Weilong Yang, Yang Wang, and Greg Mori. Recognizing Human Actions from Still Images with Latent Poses. IEEE Computer Vision and Pattern Recognition (CVPR), 2010. [pdf] [bibtex] |
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Bahman Yari Saeed Khanloo, Ferdinand Stefanus, Mani Ranjbar, Ze-Nian Li, Nicolas Saunier, Tarek Sayed, and Greg Mori. Max-Margin Offline Pedestrian Tracking with Multiple Cues. Seventh Canadian Conference on Computer and Robot Vision (CRV), 2010. [pdf] [bibtex] [pdf slides] [ppt slides] [more details] |
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A. Couture-Beil, R. Vaughan, and G. Mori. Selecting and Commanding Individual Robots in a Vision-Based Multi-Robot System. Seventh Canadian Conference on Computer and Robot Vision (CRV), 2010. [pdf] [bibtex] [pdf slides] [ppt slides] [more details] |
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A. Couture-Beil, R. Vaughan, and G. Mori. Selecting and Commanding Individual Robots in a Vision-Based Multi-Robot System. 5th ACM/IEEE International Conference on Human-Robot Interaction (Video Session) (HRI), 2010. [pdf] [video] [bibtex] [pdf slides] [ppt slides] [more details] |
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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] |
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Weilong Yang, Tian Lan, and Greg Mori. SFU at TRECVid 2009: Event Detection. TRECVID Workshop, 2009 [pdf] [more details] |
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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] [pdf slides] [ppt slides] [more details] |
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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, 2009. [pdf] [bibtex] [pdf slides] [ppt slides] |
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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] |
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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] |
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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. [pdf] [bibtex] [more info] |
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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), 31(10):1762-1774, 2009. [pdf] [bibtex] [more details] |
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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] |
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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] |
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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] |
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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] |
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Gholamreza Haffari, Yang Wang, Shaojun Wang, Greg Mori, and Feng Jiao, Boosting with Incomplete Information, International Conference on Machine Learning (ICML), 2008. [pdf] [bibtex] |
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Alireza Fathi and Greg Mori, Action Recognition by Learning Mid-level Motion Features, IEEE Computer Vision and Pattern Recognition (CVPR), 2008. [pdf] [bibtex] |
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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. |
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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] |
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Alireza Fathi and Greg Mori, Human Pose Estimation using Motion Exemplars, IEEE International Conference on Computer Vision (ICCV), 2007. [pdf] [bibtex] [more details] |
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Yang Wang and Greg Mori, Boosted Multiple Deformable Trees for Parsing Human Poses, 2nd Workshop on HUMAN MOTION Understanding, Modeling, Capture and Animation, 2007. [pdf] [bibtex] |
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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, 2007. [pdf] [bibtex] |
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Payam Sabzmeydani and Greg Mori, Detecting Pedestrians by Learning Shapelet Features, IEEE Computer Vision and Pattern Recognition (CVPR), 2007. [README] |
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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] |
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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] |
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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] |
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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] |
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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] |
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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] |
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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] |
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Serge Belongie, Greg Mori and Jitendra Malik, Matching with Shape Contexts, Statistics and Analysis of Shapes, eds. H. Krim and T. Yezzi, Birkhäuser, 2006. |
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Greg Mori, Guiding Model Search Using Segmentation, IEEE International Conference on Computer Vision (ICCV), 2005. [pdf] [bibtex] [code] |
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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] |
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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] |
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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] |
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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] |
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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] |
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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] |
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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)] |
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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] |
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Greg Mori and Jitendra Malik, Estimating Human Body Configurations using Shape Context Matching, Workshop on Models versus Exemplars in Computer Vision, 2001. [pdf] [ps.gz] [ppt slides] |