| Non-parametric model for background subtraction A Elgammal, D Harwood, L Davis Computer Vision—ECCV 2000: 6th European Conference on Computer Vision …, 2000 | 3535 | 2000 |
| Background and foreground modeling using nonparametric kernel density estimation for visual surveillance A Elgammal, R Duraiswami, D Harwood, LS Davis Proceedings of the IEEE 90 (7), 1151-1163, 2002 | 2227 | 2002 |
| An assessment of support vector machines for land cover classification C Huang, LS Davis, JRG Townshend International Journal of remote sensing 23 (4), 725-749, 2002 | 2196 | 2002 |
| Real-time foreground–background segmentation using codebook model K Kim, TH Chalidabhongse, D Harwood, L Davis Real-time imaging 11 (3), 172-185, 2005 | 2114 | 2005 |
| Soft-NMS--improving object detection with one line of code N Bodla, B Singh, R Chellappa, LS Davis Proceedings of the IEEE international conference on computer vision, 5561-5569, 2017 | 1904 | 2017 |
| A statistical approach for real-time robust background subtraction and shadow detection T Horprasert, D Harwood, LS Davis Ieee iccv 99 (1999), 1-19, 1999 | 1562 | 1999 |
| Model-based object pose in 25 lines of code DF DeMenthon, LS Davis International journal of computer vision 15, 123-141, 1995 | 1528 | 1995 |
| A survey of edge detection techniques LS Davis Computer graphics and image processing 4 (3), 248-270, 1975 | 1449 | 1975 |
| W/sup 4: Who? When? Where? What? A real time system for detecting and tracking people I Haritaoglu, D Harwood, LS Davis Proceedings Third IEEE International Conference on Automatic Face and …, 1998 | 1387* | 1998 |
| Label consistent K-SVD: Learning a discriminative dictionary for recognition Z Jiang, Z Lin, LS Davis IEEE transactions on pattern analysis and machine intelligence 35 (11), 2651 …, 2013 | 1361 | 2013 |
| Learning temporal regularity in video sequences M Hasan, J Choi, J Neumann, AK Roy-Chowdhury, LS Davis Proceedings of the IEEE conference on computer vision and pattern …, 2016 | 1184 | 2016 |
| Adversarial training for free! A Shafahi, M Najibi, MA Ghiasi, Z Xu, J Dickerson, C Studer, LS Davis, ... Advances in Neural Information Processing Systems 32, 2019 | 1176 | 2019 |
| 3-D model-based tracking of humans in action: a multi-view approach DM Gavrila, LS Davis Proceedings cvpr ieee computer society conference on computer vision and …, 1996 | 1158 | 1996 |
| Robust real-time periodic motion detection, analysis, and applications R Cutler, LS Davis IEEE Transactions on pattern analysis and machine intelligence 22 (8), 781-796, 2000 | 1029 | 2000 |
| Learning a discriminative dictionary for sparse coding via label consistent K-SVD Z Jiang, Z Lin, LS Davis CVPR 2011, 1697-1704, 2011 | 930 | 2011 |
| Nisp: Pruning networks using neuron importance score propagation R Yu, A Li, CF Chen, JH Lai, VI Morariu, X Han, M Gao, CY Lin, LS Davis Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 900 | 2018 |
| A large-scale benchmark dataset for event recognition in surveillance video S Oh, A Hoogs, A Perera, N Cuntoor, CC Chen, JT Lee, S Mukherjee, ... CVPR 2011, 3153-3160, 2011 | 875 | 2011 |
| An analysis of scale invariance in object detection snip B Singh, LS Davis Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 837 | 2018 |
| A corner-finding algorithm for chain-coded curves H Freeman, LS Davis IEEE Transactions on computers 26 (03), 297-303, 1977 | 835 | 1977 |
| M2Tracker: A Multi-View Approach to Segmenting and Tracking People in a Cluttered Scene A Mittal, LS Davis International Journal of Computer Vision 51, 189-203, 2003 | 766* | 2003 |
Antonio TorralbaProfessor of Computer Science, MITVerified email at csail.mit.edu
