Ramkant Nevatia - Publications

Affiliations: 
University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science

91 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Luo C, Yang Z, Wang P, Wang Y, Xu W, Nevatia R, Yuille A. Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31352333 DOI: 10.1109/Tpami.2019.2930258  0.43
2019 Chang F, Tran AT, Hassner T, Masi I, Nevatia R, Medioni G. Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation International Journal of Computer Vision. 127: 930-956. DOI: 10.1007/S11263-019-01151-X  0.406
2018 Masi I, Chang FJ, Choi J, Harel S, Kim J, Kim K, Leksut J, Rawls S, Wu Y, Hassner T, AbdAlmageed W, Medioni G, Morency LP, Natarajan P, Nevatia R. Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29994497 DOI: 10.1109/Tpami.2018.2792452  0.429
2017 Chen K, Kovvuri R, Gao J, Nevatia R. MSRC: multimodal spatial regression with semantic context for phrase grounding International Journal of Multimedia Information Retrieval. 7: 17-28. DOI: 10.1007/S13735-017-0139-6  0.391
2016 Cao S, Chen K, Nevatia R. Activity recognition and prediction with pose based discriminative patch model 2016 Ieee Winter Conference On Applications of Computer Vision, Wacv 2016. DOI: 10.1109/WACV.2016.7477584  0.304
2016 Abdalmageed W, Wu Y, Rawls S, Harel S, Hassner T, Masi I, Choi J, Lekust J, Kim J, Natarajan P, Nevatia R, Medioni G. Face recognition using deep multi-pose representations 2016 Ieee Winter Conference On Applications of Computer Vision, Wacv 2016. DOI: 10.1109/WACV.2016.7477555  0.355
2015 Wang W, Nevatia R, Yang B. Beyond pedestrians: A hybrid approach of tracking multiple articulating humans Proceedings - 2015 Ieee Winter Conference On Applications of Computer Vision, Wacv 2015. 132-139. DOI: 10.1109/WACV.2015.25  0.333
2015 Sharma P, Nevatia R. A robust adaptive classifier for detector adaptation in a video Proceedings - 2015 Ieee Winter Conference On Applications of Computer Vision, Wacv 2015. 921-928. DOI: 10.1109/WACV.2015.127  0.321
2014 Trichet R, Nevatia R. Video segmentation and feature co-occurrences for activity classification 2014 Ieee Winter Conference On Applications of Computer Vision, Wacv 2014. 385-392. DOI: 10.1109/WACV.2014.6836074  0.313
2014 Sun C, Nevatia R. DISCOVER: Discovering important segments for classification of video events and recounting Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2569-2576. DOI: 10.1109/CVPR.2014.329  0.303
2014 Lee SC, Nevatia R. Hierarchical abnormal event detection by real time and semi-real time multi-tasking video surveillance system Machine Vision and Applications. 25: 133-143. DOI: 10.1007/s00138-013-0516-y  0.303
2014 Banerjee P, Nevatia R. Pose filter based hidden-CRF models for activity detection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8690: 711-726. DOI: 10.1007/978-3-319-10605-2_46  0.374
2013 Huang C, Li Y, Nevatia R. Multiple target tracking by learning-based hierarchical association of detection responses. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 898-910. PMID 23428432 DOI: 10.1109/Tpami.2012.159  0.378
2013 Sun C, Nevatia R. Large-scale web video event classification by use of Fisher Vectors Proceedings of Ieee Workshop On Applications of Computer Vision. 15-22. DOI: 10.1109/WACV.2013.6474994  0.322
2013 Sharma P, Nevatia R. Efficient detector adaptation for object detection in a video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3254-3261. DOI: 10.1109/CVPR.2013.418  0.306
2013 Khan FM, Lee SC, Nevatia R. Conditional Bayesian networks for action detection 2013 10th Ieee International Conference On Advanced Video and Signal Based Surveillance, Avss 2013. 256-262. DOI: 10.1109/AVSS.2013.6636649  0.31
2013 Natarajan P, Nevatia R. Hierarchical multi-channel hidden semi Markov graphical models for activity recognition Computer Vision and Image Understanding. 117: 1329-1344. DOI: 10.1016/J.Cviu.2012.08.011  0.33
2013 Wang W, Nevatia R. Robust object tracking using constellation model with superpixel Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7726: 191-204. DOI: 10.1007/978-3-642-37431-9_15  0.338
2012 Khan FM, Singh VK, Nevatia R. Simultaneous inference of activity, pose and object Proceedings of Ieee Workshop On Applications of Computer Vision. 281-288. DOI: 10.1109/WACV.2012.6163003  0.308
2012 Sharma P, Huang C, Nevatia R. Unsupervised incremental learning for improved object detection in a video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3298-3305. DOI: 10.1109/CVPR.2012.6248067  0.312
2012 Yang B, Nevatia R. An online learned CRF model for multi-target tracking Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2034-2041. DOI: 10.1109/CVPR.2012.6247907  0.311
2012 Yang B, Nevatia R. Online learned discriminative part-based appearance models for multi-human tracking Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7572: 484-498. DOI: 10.1007/978-3-642-33718-5_35  0.386
2012 Roth M, Bauml M, Nevatia R, Stiefelhagen R. Robust multi-pose face tracking by multi-stage tracklet association Proceedings - International Conference On Pattern Recognition. 1012-1016.  0.328
2012 Banerjee P, Nevatia R. Pose based activity recognition using Multiple Kernel learning Proceedings - International Conference On Pattern Recognition. 445-448.  0.348
2011 Yang B, Sharma P, Nevatia R. Vehicle detection from low quality aerial LIDAR data 2011 Ieee Workshop On Applications of Computer Vision, Wacv 2011. 541-548. DOI: 10.1109/WACV.2011.5711551  0.317
2011 Singh VK, Nevatia R. Action recognition in cluttered dynamic scenes using pose-specific part models Proceedings of the Ieee International Conference On Computer Vision. 113-120. DOI: 10.1109/ICCV.2011.6126232  0.333
2011 Lee SC, Nevatia R. Robust camera calibration tool for video surveillance camera in urban environment Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. DOI: 10.1109/CVPRW.2011.5981777  0.316
2011 Yang B, Huang C, Nevatia R. Learning affinities and dependencies for multi-target tracking using a CRF model Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1233-1240. DOI: 10.1109/CVPR.2011.5995587  0.306
2011 Kuo CH, Nevatia R. How does person identity recognition help multi-person tracking? Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1217-1224. DOI: 10.1109/CVPR.2011.5995384  0.367
2011 Tu P, Yu T, Gao D, Nevatia R, Lee SC, Kim H, Rhee PK, Baek JH. AVSS 2011 demo session: A systems level approach to perimeter protection 2011 8th Ieee International Conference On Advanced Video and Signal Based Surveillance, Avss 2011. 517-518. DOI: 10.1109/AVSS.2011.6027396  0.307
2011 Lee SC, Nevatia R. User interactive multiple aerial view analysis for reconstructing a large number of 3D architectural models Isprs Journal of Photogrammetry and Remote Sensing. 66: 446-462. DOI: 10.1016/J.Isprsjprs.2011.02.004  0.337
2011 Yang B, Huang C, Nevatia R. Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs Computer Vision and Image Understanding. 115: 1473-1482. DOI: 10.1016/J.Cviu.2011.07.006  0.428
2011 Singh VK, Nevatia R. Simultaneous tracking and action recognition for single actor human actions Visual Computer. 27: 1115-1123. DOI: 10.1007/S00371-011-0656-X  0.454
2010 Natarajan P, Banerjee P, Nevatia R. Accurate person tracking through changing poses for multi-view action recognition Acm International Conference Proceeding Series. 155-161. DOI: 10.1145/1924559.1924580  0.311
2010 Singh VK, Nevatia R. Human action recognition using a Dynamic Bayesian Action Network with 2D part models Acm International Conference Proceeding Series. 17-24. DOI: 10.1145/1924559.1924562  0.365
2010 Kumar Singh V, Muhammad Khan F, Nevatia R. Multiple pose context trees for estimating human pose in object context 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 17-24. DOI: 10.1109/CVPRW.2010.5543186  0.332
2010 Huang C, Nevatia R. High performance object detection by collaborative learning of joint ranking of granules features Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 41-48. DOI: 10.1109/CVPR.2010.5540230  0.369
2010 Kuo CH, Huang C, Nevatia R. Multi-target tracking by on-line learned discriminative appearance models Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 685-692. DOI: 10.1109/CVPR.2010.5540148  0.314
2010 Singh VK, Nevatia R, Huang C. Efficient inference with multiple heterogeneous part detectors for human pose estimation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6313: 314-327. DOI: 10.1007/978-3-642-15558-1_23  0.317
2009 Lee MW, Nevatia R. Human pose tracking in monocular sequence using multilevel structured models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 27-38. PMID 19029544 DOI: 10.1109/Tpami.2008.35  0.338
2009 Natarajan P, Nevatia R. Graphical models for representation and recognition of human actions Machine Learning For Human Motion Analysis: Theory and Practice. 31-54. DOI: 10.4018/978-1-60566-900-7.ch003  0.315
2009 Natarajan P, Banerjee P, Khan FM, Nevatia R. Graphical framework for action recognition using temporally dense STIPs 2009 Workshop On Motion and Video Computing, Wmvc '09. DOI: 10.1109/WMVC.2009.5399230  0.327
2009 Kuo CH, Nevatia R. Robust multi-view car detection using unsupervised sub-categorization 2009 Workshop On Applications of Computer Vision, Wacv 2009. DOI: 10.1109/WACV.2009.5403033  0.334
2009 Li Y, Huang C, Nevatia R. Learning to associate: Hybridboosted multi-target tracker for crowded scene 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 2953-2960. DOI: 10.1109/CVPRW.2009.5206735  0.301
2009 Wu B, Nevatia R. Detection and segmentation of multiple, partially occluded objects by grouping, merging, assigning part detection responses International Journal of Computer Vision. 82: 185-204. DOI: 10.1007/S11263-008-0194-9  0.428
2008 Zhao T, Nevatia R, Wu B. Segmentation and tracking of multiple humans in crowded environments. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1198-211. PMID 18550903 DOI: 10.1109/Tpami.2007.70770  0.334
2008 Singh VK, Wu B, Nevatia R. Pedestrian tracking by associating tracklets using detection residuals 2008 Ieee Workshop On Motion and Video Computing, Wmvc. DOI: 10.1109/WMVC.2008.4544058  0.338
2008 Wu B, Nevatia R, Li Y. Segmentation of multiple, partially occluded objects by grouping, merging, assigning part detection responses 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587750  0.36
2008 Wu B, Nevatia R. Optimizing discrimination-efficiency tradeoff in integrating heterogeneous local features for object detection 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587749  0.312
2008 Li Y, Nevatia R. Key object driven multi-category object recognition, localization and tracking using spatio-temporal context Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5305: 409-422. DOI: 10.1007/978-3-540-88693-8-30  0.329
2008 Huang C, Wu B, Nevatia R. Robust object tracking by hierarchical association of detection responses Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5303: 788-801. DOI: 10.1007/978-3-540-88688-4-58  0.342
2008 Chu CW, Nevatia R. Real-time 3D body pose tracking from multiple 2D images Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5098: 42-52. DOI: 10.1007/978-3-540-70517-8_5  0.313
2008 Wu B, Singh VK, Kuo CH, Zhang L, Lee SC, Nevatia R. CLEAR'07 evaluation of usc human tracking system for surveillance videos Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4625: 191-196. DOI: 10.1007/978-3-540-68585-2_16  0.352
2008 Li Y, Wu B, Nevatia R. Human detection by searching in 3d space using camera and scene knowledge Proceedings - International Conference On Pattern Recognition 0.349
2007 Natarajan P, Nevatia R. Coupled hidden semi Markov Models for activity recognition 2007 Ieee Workshop On Motion and Video Computing, Wmvc 2007. DOI: 10.1109/WMVC.2007.12  0.305
2007 Lee MW, Nevatia R. Body part detection for human pose estimation and tracking 2007 Ieee Workshop On Motion and Video Computing, Wmvc 2007. DOI: 10.1109/WMVC.2007.10  0.374
2007 Wu B, Nevatia R. Cluster boosted tree classifier for multi-view, multi-pose object detection Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4409006  0.327
2007 Zhang L, Wu B, Nevatia R. Detection and tracking of multiple humans with extensive pose articulation Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408940  0.413
2007 Wu B, Nevatia R. Improving part based object detection by unsupervised, online boosting Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383148  0.313
2007 Lv F, Nevatia R. Single view human action recognition using key pose matching and viterbi path searching Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383131  0.34
2007 Wu B, Nevatia R. Simultaneous object detection and segmentation by boosting local shape feature based classifier Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383042  0.356
2007 Lee MW, Nevatia R. Dynamic human pose estimation using Markov chain Monte Carlo approach Proceedings - Ieee Workshop On Motion and Video Computing, Motion 2005. 168-175. DOI: 10.1109/ACVMOT.2005.43  0.337
2007 Wu B, Nevatia R. Detection and tracking of multiple, partially occluded humans by Bayesian combination of edgelet based part detectors International Journal of Computer Vision. 75: 247-266. DOI: 10.1007/S11263-006-0027-7  0.472
2007 Wu B, Singh VK, Nevatia R, Chu CW. Speaker tracking in seminars by human body detection Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4122: 119-126. DOI: 10.1007/978-3-540-69568-4_8  0.438
2007 Xuefeng S, Nevatia R. Robust vehicle Blob tracking with split/merge handling Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4122: 216-222. DOI: 10.1007/978-3-540-69568-4_18  0.416
2007 Wu B, Song X, Singh VK, Nevatia R. Evaluation of USC human tracking system for surveillance videos Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4122: 183-189. DOI: 10.1007/978-3-540-69568-4_14  0.434
2006 Wu B, Nevatia R. Tracking of multiple humans in meetings Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.205  0.342
2006 Lv F, Nevatia R. Recognition and segmentation of 3-D human action using HMM and multi-class AdaBoost Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3954: 359-372. DOI: 10.1007/11744085_28  0.316
2006 Lee MW, Nevatia R. Human pose tracking using multi-level structured models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3953: 368-381. DOI: 10.1007/11744078_29  0.321
2005 Lee MW, Nevatia R. Integrating component cues for human pose tracking Proceedings - 2nd Joint Ieee International Workshop On Visual Surveillance and Performance Evaluation of Tracking and Surveillance, Vs-Pets. 2005: 41-48. DOI: 10.1109/VSPETS.2005.1570896  0.357
2005 Wu B, Nevatia R. Detection of multiple, partially occluded humans in a single image by bayesian combination of edgelet part detectors Proceedings of the Ieee International Conference On Computer Vision. 90-97. DOI: 10.1109/ICCV.2005.74  0.384
2005 Lv F, Nevatia R, Lee MW. 3D human action recognition using spatio-temporal motion templates Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3766: 120-130.  0.318
2004 Zhao T, Nevatia R. Tracking multiple humans in complex situations. Ieee Transactions On Pattern Analysis and Machine Intelligence. 26: 1208-21. PMID 15742895 DOI: 10.1109/Tpami.2004.73  0.307
2004 Hongeng S, Nevatia R, Bremond F. Video-based event recognition: Activity representation and probabilistic recognition methods Computer Vision and Image Understanding. 96: 129-162. DOI: 10.1016/J.Cviu.2004.02.005  0.366
2003 Kim Z, Nevatia R. Expandable Bayesian networks for 3D object description from multiple views and multiple mode inputs Ieee Transactions On Pattern Analysis and Machine Intelligence. 25: 769-774. DOI: 10.1109/Tpami.2003.1201825  0.336
2003 Zhao T, Nevatia R. Car detection in low resolution aerial images Image and Vision Computing. 21: 693-703. DOI: 10.1016/S0262-8856(03)00064-7  0.331
2003 Hongeng S, Nevatia R. Large-scale event detection using semi-hidden markov models Proceedings of the Ieee International Conference On Computer Vision. 2: 1455-1462.  0.321
2001 Medioni G, Cohen I, Brémond F, Hongeng S, Nevatia R. Event detection and analysis from video streams Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 873-889. DOI: 10.1109/34.946990  0.31
2001 Noronha S, Nevatia R. Detection and modeling of buildings from multiple aerial images Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 501-518. DOI: 10.1109/34.922708  0.335
2001 Zhao T, Nevatia R. Car detection in low resolution aerial image Proceedings of the Ieee International Conference On Computer Vision. 1: 710-717. DOI: 10.1016/S0262-8856(03)00064-7  0.34
2001 Zhao T, Nevatia R, Lv F. Segmentation and tracking of multiple humans in complex situations Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2.  0.351
2000 Kim ZW, Huertas A, Nevatia R. Automatic description of complex buildings with multiple images Proceedings of Ieee Workshop On Applications of Computer Vision. 2000: 155-162. DOI: 10.1109/WACV.2000.895417  0.346
1999 Zerroug M, Nevatia R. Part-based 3D descriptions of complex objects from a single image Ieee Transactions On Pattern Analysis and Machine Intelligence. 21: 835-848. DOI: 10.1109/34.790426  0.309
1999 Kim Z, Nevatia R. Uncertain reasoning and learning for feature grouping Computer Vision and Image Understanding. 76: 278-288. DOI: 10.1006/Cviu.1999.0803  0.36
1996 Zerroug M, Nevatia R. Volumetric descriptions from a single intensity image International Journal of Computer Vision. 20: 11-42. DOI: 10.1007/Bf00144115  0.313
1996 Chung R, Nevatia R. Recovering LSHGCs and SHGCs from stereo International Journal of Computer Vision. 20: 43-58.  0.307
1996 Zerroug M, Nevatia R. From an intensity image to 3-D segmented descriptions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1144: 9-24.  0.324
1994 Lin C, Huertas A, Nevatia R. Detection of buildings using perceptual grouping and shadows Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 62-69.  0.3
1993 Rao K, Nevatia R. Describing and Segmenting Scenes from Imperfect and Incomplete Data Computer Vision and Image Understanding. 57: 1-23. DOI: 10.1006/cviu.1993.1001  0.315
1989 Mohan R, Nevatia R. Using Perceptual Organization to Extract 3-D Structures Ieee Transactions On Pattern Analysis and Machine Intelligence. 11: 1121-1139. DOI: 10.1109/34.42852  0.362
1984 Kaufmann P, Medioni G, Nevatia R. Visual inspection using linear features Pattern Recognition. 17: 485-491. DOI: 10.1016/0031-3203(84)90046-3  0.313
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