| Video abstraction: A systematic review and classification BT Truong, S Venkatesh ACM transactions on multimedia computing, communications, and applications …, 2007 | 899 | 2007 |
| Activity recognition and abnormality detection with the switching hidden semi-markov model TV Duong, HH Bui, DQ Phung, S Venkatesh 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005 | 609 | 2005 |
| Learning and detecting activities from movement trajectories using the hierarchical hidden Markov model NT Nguyen, DQ Phung, S Venkatesh, H Bui 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005 | 410 | 2005 |
| Policy recognition in the abstract hidden markov model HH Bui, S Venkatesh, G West Journal of Artificial Intelligence Research 17, 451-499, 2002 | 355 | 2002 |
| Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression S An, W Liu, S Venkatesh Pattern Recognition 40 (8), 2154-2162, 2007 | 249 | 2007 |
| Joint learning and dictionary construction for pattern recognition DS Pham, S Venkatesh 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008 | 236 | 2008 |
| Robot navigation inspired by principles of insect vision MV Srinivasan, JS Chahl, K Weber, S Venkatesh, MG Nagle, SW Zhang Robotics and Autonomous Systems 26 (2-3), 203-216, 1999 | 236 | 1999 |
| How honeybees make grazing landings on flat surfaces MV Srinivasan, SW Zhang, JS Chahl, E Barth, S Venkatesh Biological cybernetics 83 (3), 171-183, 2000 | 214 | 2000 |
| New enhancements to cut, fade, and dissolve detection processes in video segmentation BT Truong, C Dorai, S Venkatesh Proceedings of the eighth ACM international conference on Multimedia, 219-227, 2000 | 190 | 2000 |
| Face recognition using kernel ridge regression S An, W Liu, S Venkatesh 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-7, 2007 | 164 | 2007 |
| On the classification of image features S Venkatesh, R Owens Pattern Recognition Letters 11 (5), 339-349, 1990 | 159 | 1990 |
| Recognizing and monitoring high-level behaviors in complex spatial environments NT Nguyen, HH Bui, S Venkatsh, G West 2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003 | 152 | 2003 |
| Early jump-out corner detectors J Cooper, S Venkatesh, L Kitchen IEEE Transactions on pattern Analysis and machine intelligence 15 (8), 823-828, 1993 | 144 | 1993 |
| Toward automatic extraction of expressive elements from motion pictures: Tempo B Adams, C Dorai, S Venkatesh IEEE Transactions on Multimedia 4 (4), 472-481, 2002 | 138 | 2002 |
| An energy feature detection scheme S Venkatesh, R Owens ICIP'89: IEEE International Conference on Image Processing: conference …, 1989 | 134 | 1989 |
| Using multiple windows to track concept drift MM Lazarescu, S Venkatesh, HH Bui Intelligent data analysis 8 (1), 29-59, 2004 | 130 | 2004 |
| Computational media aesthetics: Finding meaning beautiful F Nack, C Dorai, S Venkatesh IEEE multimedia 8 (4), 10-12, 2001 | 128 | 2001 |
| Tracking and surveillance in wide-area spatial environments using the Abstract Hidden Markov Model HH Bui, S Venkatesh, G West Hidden Markov models: applications in computer vision, 177-195, 2001 | 121 | 2001 |
| Hierarchical recognition of intentional human gestures for sports video annotation GS Chambers, S Venkatesh, GAW West, HH Bui Object recognition supported by user interaction for service robots 2, 1082-1085, 2002 | 117 | 2002 |
| Video indexing and similarity retrieval by largest common subgraph detection using decision trees K Shearer, H Bunke, S Venkatesh Pattern Recognition 34 (5), 1075-1091, 2001 | 117 | 2001 |