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Publications
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Alexandra Stefan, Vassilis Athitsos, Quan Yuan and Stan Sclaroff , "Reducing JointBoost-Based Multiclass Classification to Proximity Search," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009. |
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Walter Nunziati, Stan Sclaroff and Alberto Del Bimbo. , "Matching trajectories between video sequences by exploiting a sparse projective invariant representation," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. (preprint), 2009. |
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Jonathan Alon, Vassilis Athitsos, Quan Yuan and Stan Sclaroff , "A Unified Framework for Gesture Recognition and Spatiotemporal Gesture Segmentation," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 9, pp 1685-1699, 2009. |
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Hee-Deok Yang, Stan Sclaroff and Seong-Whan Lee , "Sign Language Spotting with a Threshold Model Based on Conditional Random Fields," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 31, No. 7, pp 1264-1277, 2009. |
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Nazli Ikizler-Cinbis, R. Gokberk Cinbis, Stan Sclaroff , "Learning Actions From The Web," International Conference on Computer Vision (ICCV), 2009. |
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Quan Yuan and Stan Sclaroff , "Is a detector only good for detection?," International Conference on Computer Vision (ICCV), 2009. |
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Rui Li, Tai-Peng Tian, Stan Sclaroff and Ming-Hsuan Yang , "3D Human Motion Tracking with a Coordinated Mixture of Factor Analyzers," International Journal of Computer Vision (IJCV), Vol. (preprint, DOI 10.1007/s11263-009-0283-4), 2009. |
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Quan Yuan , "Learning A Family Of Detectors," Doctoral Dissertation, 2009. |
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Liliana Lo Presti, Stan Sclaroff and Marco La Cascia , "Object matching in distributed video surveillance systems by LDA-based appearance descriptors ," Proc. of International Conf. on Image Analysis and Processing (ICIAP), 2009. |
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Zheng Wu, Nickolay I. Hristov, Tyson L. Hedrick and Thomas H. Kunz, Margrit Betke , "Tracking a Large Number of Objects from Multiple Views," Proceedings of the International Conference on Computer Vision (ICCV), 2009. |
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David House, Matthew L. Walker, Zheng Wu, Joyce Y. Wong and Margrit Betke , "Tracking of Cell Populations to Understand their Spatio-Temporal Behavior in Response to Physical Stimuli," Proc. IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2009. |
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M. Betke, D. E. Hirsh, N. C. Makris, G. F. McCracken, M. Procopio, N. I. Hristov, S. Tang, A. Bagchi, J. Reichard, J. Horn, S. Crampton, C. J. Cleveland and T. H. Kunz , "Thermal Imaging Reveals Significantly Smaller Brazilian Free-tailed Bat Colonies than Previously Estimated," Journal of Mammalogy, Vol. 89, No. 1, pp 18-24, 2008. |
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P. Federico, T. G. Hallam, G. F. McCracken, S. Purucker, W. Grant, A. N. Sandoval, J. Westbrook, R. Medellin, C. Cleveland, C. G. Sansone, J. D. López Jr., M. Betke, A. Moreno-Valdez and T. H. Kunz , "Brazilian free-tailed bats (Tadarida brasiliensis) as insect pest regulators in transgenic and conventional cotton crops," Ecological Applications, 2008. |
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Vassilis Athitsos, Jonathan Alon, Stan Sclaroff and George Kollios , "BoostMap: An embedding method for efficient nearest neighbor retrieval," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 30, No. 1, pp 89-104, 2008. |
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Jingbin Wang, Vassilis Athitsos, Stan Sclaroff and Margrit Betke , "Detecting Objects of Variable Shape Structure With Hidden State Shape Models," IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 30, No. 3 , pp 477-492, 2008. |
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Quan Yuan, Ashwin Thangali, Vitaly Ablavsky and Stan Sclaroff , "Multiplicative Kernels: Object Detection, Segmentation and Pose Estimation," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. |
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Vitaly Ablavsky, Ashwin Thangali and Stan Sclaroff , "Layered graphical models for tracking partially-occluded objects," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. |
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Philippe Dreuw, Carol Neidle, Vassilis Athitsos, Stan Sclaroff and Hermann Ney , "Benchmark Databases for Video-Based Automatic Sign Language Recognition," Proc. 6th International Conf. on Language Resources and Evaluation (LREC), 2008. |
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Alexandra Stefan,Vassilis Athitsos,Jonathan Alon and Stan Sclaroff , "Translation and Scale Invariant Gesture Recognition in Complex Scenes," Proc. Intl. Conf. on Pervasive Technologies Related to Assistive Environments (PETRA), 2008. |
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Vassilis Athitsos, Carol Neidle, Stan Sclaroff, Joan Nash, Alexandra Stefan, Quan Yuan and Ashwin Thangali , "The American Sign Language Lexicon Video Dataset," Proc. IEEE Workshop on Computer Vision and Pattern Recognition for Human Communicative Behavior Analysis, 2008. |
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Rui Li and Stan Sclaroff , "Multi-scale 3D Scene Flow from Binocular Stereo Sequences ," Computer Vision and Image Understanding (CVIU), Vol. 110, No. 1, pp 75-90, 2008. |
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Alexandra Stefan , "Indexing Methods For Efficient Multiclass Recognition," BU CS Technical Report, No. 2008-018, 2008. |
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Zheng Wu, Margrit Betke, Jingbin Wang, Vassilis Athitsos, and Stan Sclaroff , "Tracking with Dynamic Hidden State Shape Models," Proceedings of the European Conference on Computer Vision (ECCV), Vol. 5302, pp 643--656, 2008. |
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Vassilis Athitsos,Marios Hadjieleftheriou,George Kollios and Stan Sclaroff , "Query Sensitive Embeddings," ACM Transactions on Database Systems (TODS), Vol. 32, No. 2, 2007. |
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Quan Yuan,Ashwin Thangali,Vitaly Ablavsky and Stan Sclaroff , "Parameter Sensitive Detectors," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007. |
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Daniel Gutchess, Vitaly Ablavsky, Ashwin Thangali, Stan Sclaroff and Magnus Snorrason , "Video Surveillance of Pedestrians and Vehicles," Proc. SPIE Conf. on Tracking, Pointing, and Laser Systems Technologies XXI, Vol. 6569, 2007. |
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Vassilis Athitsos, Alexandra Stefan, Quan Yuan and Stan Sclaroff , "ClassMap: Efficient Multiclass Recognition via Embeddings," International Conference on Computer Vision (ICCV), 2007. |
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Luke J Skelly and Stan Sclaroff , "Improved feature descriptors for 3-D surface matching," Proc. SPIE Conf. on Two- and Three-Dimensional Methods for Inspection and Metrology V, Vol. SPIE 6762, 2007. |
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Rui Li, Tai-Peng Tian and Stan Sclaroff , "Simultaneous Learning of Nonlinear Manifold and Dynamical Models for High-dimensional Time Series," International Conference on Computer Vision (ICCV), 2007. |
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Mikhail Gorman, Amir Lahav, Elliot Saltzman and Margrit Betke , "A Camera-Based Music-Making Tool for Physical Rehabilitation," Computer Music Journal, Vol. 31, No. 2, pp 39-53, 2007. |
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M. Betke, D. E. Hirsh, A. Bagchi, N. I. Hristov, N. C. Makris and T. H. Kunz , "Tracking Large Variable Numbers of Objects in Clutter," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp 8, 2007. |
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P. J. McNerney, J. Konrad and M. Betke , "Block-Based MAP Disparity Estimation under Alpha-Channel Constraints," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 6, pp 785-789, 2007. |
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Vassilis Athitsos, Jingbin Wang, Stan Sclaroff and Margrit Betke , "Detecting Instances of Shape Classes That Exhibit Variable Structure," Proceedings of the European Conference on Computer Vision (ECCV), 2006. |
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Jingbin Wang, Margrit Betke and Jane P. Ko , "Pulmonary Fissure Segmentation on CT," Medical Image Analysis, Vol. In Press, 2006. |
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Ugur Murat Erdem and Stan Sclaroff , "Automated camera layout to satisfy task-specific and floor plan-specific coverage requirements," Computer Vision and Image Understanding (CVIU), Vol. 103, pp 156-169, 2006. |
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William Mullally, Aladin Milutinovic, Margrit Betke, Mitchell Albert and Kenneth Lutchen , "Personalized Airway Trees from a Generative Model, Lung Atlas, and Hyperpolarized Helium MRI.," MICCAI 2006 Workshop "From Statistical Atlases to Personalized Models: Understanding Complex Diseases in Populations and Individuals.", Vol. Copenhagen, Denmark, pp 4 pp., 2006. |
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Rui Li,Ming-Hsuan Yang,Stan Sclaroff and Tai-Peng Tian , "Monocular Tracking of 3D Human Motion with a Coordinated Mixture of Factor Analyzers," Proceedings of the European Conference on Computer Vision (ECCV), pp 137-150, 2006. |
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Margrit Betke, Oleg Gusyatin and Mikhail Urinson , "Symbol design: a user-centered method to design pen-based interfaces and extend the functionality of pointer input devices," Universal Access in the Information Society, Vol. 4, No. 3, pp 223-236, 2006. |
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Jonathan Alon , "Spatiotemporal Gesture Segmentation," BU CS Technical Report, No. 2006-024, 2006. |
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Quan Yuan,Stan Sclaroff and Vassilis Athitsos , "Automatic 2D Hand Tracking in Video Sequences," Proc. IEEE Workshop on Applications of Computer Vision, 2005. |
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Rui Li and Stan Sclaroff , "Multi-scale 3D Scene Flow from Binocular Stereo Sequences," Proc. IEEE Workshop on Motion and Video Computing , 2005. |
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Jingbin Wang,Erdan Gu and Margrit Betke , "MosaicShape: Stochastic Region Grouping with Shape Prior," Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2005. |
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Quan Yuan, Ashwin Thangali and Stan Sclaroff , "Face Identification by a Cascade of Rejection Classifiers," Proc. IEEE Workshop on Face Recognition Grand Challenge Experiments, 2005. |
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Vassilis Athitsos, Jonathan Alon, Stan Sclaroff and George Kollios , "Filtering Methods for Similarity-Based Multimedia Retrieval," Proceedings of the Seventh International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib), pp (10 pages), 2005. |
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Kevin Law and Stan Sclaroff , "Foreground Object Segmentation from Binocular Stereo Video," Proc. SPIE Conf., Intelligent Robots and Computer Vision: Algorithms, Techniques, and Active Vision, No. XXIII, pp (to appear), 2005. |
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Walter Nunziati, Stan Sclaroff and Alberto Del Bimbo , "View registration using interesting segments of planar trajectories," Proc. Int. Conf. on Advanced Video and Signal Based Surveillance (AVSS), 2005. |
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