Ramakant Nevatia

Chang Huang, Yuan Li, Ramakant Nevatia: Multiple Target Tracking by Learning-Based Hierarchical Association of Detection Responses. IEEE Trans. Pattern Anal. Mach. Intell. 35(4): 898-910 (2013)

Chen Sun, Ram Nevatia: Large-scale web video event classification by use of Fisher Vectors. WACV 2013: 15-22

Weijun Wang, Ramakant Nevatia: Robust Object Tracking Using Constellation Model with Superpixel. ACCV (3) 2012: 191-204

Bo Yang, Ram Nevatia: Multi-target tracking by online learning of non-linear motion patterns and robust appearance models. CVPR 2012: 1918-1925

Bo Yang, Ram Nevatia: An online learned CRF model for multi-target tracking. CVPR 2012: 2034-2041

Pramod Sharma, Chang Huang, Ram Nevatia: Unsupervised incremental learning for improved object detection in a video. CVPR 2012: 3298-3305

Bo Yang, Ram Nevatia: Online Learned Discriminative Part-Based Appearance Models for Multi-human Tracking. ECCV (1) 2012: 484-498

Prithviraj Banerjee, Ramakant Nevatia: Pose based activity recognition using Multiple Kernel learning. ICPR 2012: 445-448

Markus Roth, Martin Bäuml, Ram Nevatia, Rainer Stiefelhagen: Robust multi-pose face tracking by multi-stage tracklet association. ICPR 2012: 1012-1016

Pramod Sharma, Chang Huang, Ram Nevatia: Efficient incremental learning of boosted classifiers for object detection. ICPR 2012: 3248-3251

Peter H. Tu, Ting Yu, Dashan Gao, Ram Nevatia, Sung Chun Lee, Hale Kim, Phill Kyu Rhee, Joong-Hwan Baek: A systems level approach to perimeter protection. WACV 2012: 257-262

Furqan M. Khan, Vivek Kumar Singh, Ram Nevatia: Simultaneous inference of activity, pose and object. WACV 2012: 281-288

Bo Yang, Chang Huang, Ram Nevatia: Segmentation of objects in a detection window by Nonparametric Inhomogeneous CRFs. Computer Vision and Image Understanding 115(11): 1473-1482 (2011)

Vivek Kumar Singh, Ram Nevatia: Simultaneous tracking and action recognition for single actor human actions. The Visual Computer 27(12): 1115-1123 (2011)

Prithviraj Banerjee, Ram Nevatia: Learning neighborhood cooccurrence statistics of sparse features for human activity recognition. AVSS 2011: 212-217

Peter H. Tu, Ting Yu, Dashan Gao, Ram Nevatia, Sung Chun Lee, Hale Kim, Phill Kyu Rhee, Joong-Hwan Baek: AVSS 2011 demo session: A systems level approach to perimeter protection. AVSS 2011: 517-518

Cheng-Hao Kuo, Ram Nevatia: How does person identity recognition help multi-person tracking? CVPR 2011: 1217-1224

Bo Yang, Chang Huang, Ram Nevatia: Learning affinities and dependencies for multi-target tracking using a CRF model. CVPR 2011: 1233-1240

Vivek Kumar Singh, Ram Nevatia: Action recognition in cluttered dynamic scenes using Pose-Specific Part Models. ICCV 2011: 113-120

Bo Yang, Pramod Sharma, Ram Nevatia: Vehicle detection from low quality aerial LIDAR data. WACV 2011: 541-548

Bhanu Prasad, Pawan Lingras, Ramakant Nevatia (Eds.): Proceedings of the 5th Indian International Conference on Artificial Intelligence, IICAI 2011, Tumkur, Karnataka State, India, December 14-16, 2011. IICAI 2011, isbn 978-0-9727412-8-6

Prithviraj Banerjee, Ram Nevatia: Dynamics Based Trajectory Segmentation for UAV videos. AVSS 2010: 345-352

Chang Huang, Ramakant Nevatia: High performance object detection by collaborative learning of Joint Ranking of Granules features. CVPR 2010: 41-48

Cheng-Hao Kuo, Chang Huang, Ram Nevatia: Multi-target tracking by on-line learned discriminative appearance models. CVPR 2010: 685-692

Pradeep Natarajan, Vivek Kumar Singh, Ram Nevatia: Learning 3D action models from a few 2D videos for view invariant action recognition. CVPR 2010: 20006-2013

Vivek Kumar Singh, Ram Nevatia, Chang Huang: Efficient Inference with Multiple Heterogeneous Part Detectors for Human Pose Estimation. ECCV (3) 2010: 314-327

Cheng-Hao Kuo, Chang Huang, Ram Nevatia: Inter-camera Association of Multi-target Tracks by On-Line Learned Appearance Affinity Models. ECCV (1) 2010: 383-396

Vivek Kumar Singh, Ram Nevatia: Human action recognition using a dynamic Bayesian action network with 2D part models. ICVGIP 2010: 17-24

Pradeep Natarajan, Prithviraj Banerjee, Ram Nevatia: Accurate person tracking through changing poses for multi-view action recognition. ICVGIP 2010: 155-161

Bo Wu, Ram Nevatia: Detection and Segmentation of Multiple, Partially Occluded Objects by Grouping, Merging, Assigning Part Detection Responses. International Journal of Computer Vision 82(2): 185-204 (2009)

Mun Wai Lee, Ramakant Nevatia: Human Pose Tracking in Monocular Sequence Using Multilevel Structured Models. IEEE Trans. Pattern Anal. Mach. Intell. 31(1): 27-38 (2009)

Yuan Li, Chang Huang, Ram Nevatia: Learning to associate: HybridBoosted multi-target tracker for crowded scene. CVPR 2009: 2953-2960

Cheng-Hao Kuo, Ramakant Nevatia: Robust multi-view car detection using unsupervised sub-categorization. WACV 2009: 1-8

Bo Yang, Chang Huang, Ram Nevatia: Extensive articulated human detection by voting Cluster Boosted Tree. WACV 2009: 1-8

Tao Zhao, Ramakant Nevatia, Bo Wu: Segmentation and Tracking of Multiple Humans in Crowded Environments. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1198-1211 (2008)

Chi-Wei Chu, Ramakant Nevatia: Real-Time 3D Body Pose Tracking from Multiple 2D Images. AMDO 2008: 42-52

Pradeep Natarajan, Ram Nevatia: View and scale invariant action recognition using multiview shape-flow models. CVPR 2008

Bo Wu, Ram Nevatia: Optimizing discrimination-efficiency tradeoff in integrating heterogeneous local features for object detection. CVPR 2008

Bo Wu, Ram Nevatia, Yuan Li: Segmentation of multiple, partially occluded objects by grouping, merging, assigning part detection responses. CVPR 2008

Li Zhang, Yuan Li, Ramakant Nevatia: Global data association for multi-object tracking using network flows. CVPR 2008

Yuan Li, Ram Nevatia: Key Object Driven Multi-category Object Recognition, Localization and Tracking Using Spatio-temporal Context. ECCV (4) 2008: 409-422

Chang Huang, Bo Wu, Ramakant Nevatia: Robust Object Tracking by Hierarchical Association of Detection Responses. ECCV (2) 2008: 788-801

Yuan Li, Bo Wu, Ram Nevatia: Human detection by searching in 3d space using camera and scene knowledge. ICPR 2008: 1-5

Sung Lee, Chang Huang, Ram Nevatia: Definition, Detection, and Evaluation of Meeting Events in Airport Surveillance Videos. TRECVID 2008

Bo Wu, Ramakant Nevatia: Detection and Tracking of Multiple, Partially Occluded Humans by Bayesian Combination of Edgelet based Part Detectors. International Journal of Computer Vision 75(2): 247-266 (2007)

Bo Wu, Vivek Kumar Singh, Cheng-Hao Kuo, Li Zhang, Sung Chun Lee, Ramakant Nevatia: CLEAR'07 Evaluation of USC Human Tracking System for Surveillance Videos. CLEAR 2007: 191-196

Sung Chun Lee, Ram Nevatia: Speed Performance Improvement of Vehicle Blob Tracking System. CLEAR 2007: 197-202

Fengjun Lv, Ramakant Nevatia: Single View Human Action Recognition using Key Pose Matching and Viterbi Path Searching. CVPR 2007

Bo Wu, Ram Nevatia: Simultaneous Object Detection and Segmentation by Boosting Local Shape Feature based Classifier. CVPR 2007

Bo Wu, Ram Nevatia: Improving Part based Object Detection by Unsupervised, Online Boosting. CVPR 2007

Li Zhang, Bo Wu, Ram Nevatia: Pedestrian Detection in Infrared Images based on Local Shape Features. CVPR 2007

Bo Wu, Ramakant Nevatia: Cluster Boosted Tree Classifier for Multi-View, Multi-Pose Object Detection. ICCV 2007: 1-8

Li Zhang, Bo Wu, Ramakant Nevatia: Detection and Tracking of Multiple Humans with Extensive Pose Articulation. ICCV 2007: 1-8

Chi-Wei Chu, Ramakant Nevatia: Real Time Body Pose Tracking in an Immersive Training Environment. ICCV-HCI 2007: 146-156

Ramakant Nevatia: Object and Activity Recognition in Video Streams. IICAI 2007: 2

Pradeep Natarajan, Ramakant Nevatia: Hierarchical Multi-channel Hidden Semi Markov Models. IJCAI 2007: 2562-2567

Fengjun Lv, Tao Zhao, Ramakant Nevatia: Camera Calibration from Video of a Walking Human. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1513-1518 (2006)

Sung Chun Lee, Keith E. Price, Ramakant Nevatia, Tom Heinze, John M. Irvine: Semi-automated 3-D Building Extraction from Stereo Imagery. AIPR 2006: 34

Bo Wu, Vivek Kumar Singh, Ram Nevatia, Chi-Wei Chu: Speaker Tracking in Seminars by Human Body Detection. CLEAR 2006: 119-126

Bo Wu, Xuefeng Song, Vivek Kumar Singh, Ram Nevatia: Evaluation of USC Human Tracking System for Surveillance Videos. CLEAR 2006: 183-189

Xuefeng Song, Ram Nevatia: Robust Vehicle Blob Tracking with Split/Merge Handling. CLEAR 2006: 216-222

Bo Wu, Ram Nevatia: Tracking of Multiple, Partially Occluded Humans based on Static Body Part Detection. CVPR (1) 2006: 951-958

Fengjun Lv, Ramakant Nevatia: Recognition and Segmentation of 3-D Human Action Using HMM and Multi-class AdaBoost. ECCV (4) 2006: 359-372

Mun Wai Lee, Ramakant Nevatia: Human Pose Tracking Using Multi-level Structured Models. ECCV (3) 2006: 368-381

Cyrus Shahabi, Yao-Yi Chiang, Kelvin Chung, Kai-Chen Huang, Jeff Khoshgozaran-Haghighi, Craig A. Knoblock, Sung Lee, Ulrich Neumann, Ram Nevatia, Arjun Rihan, Snehal Thakkar, Suya You: Geodec: Enabling Geospatial Decision Making. ICME 2006: 93-96

Alexandre R. J. François, Ram Nevatia, Jerry R. Hobbs, Robert C. Bolles: VERL: An Ontology Framework for Representing and Annotating Video Events. IEEE MultiMedia 12(4): 76-86 (2005)

Bo Wu, Ramakant Nevatia: Detection of Multiple, Partially Occluded Humans in a Single Image by Bayesian Combination of Edgelet Part Detectors. ICCV 2005: 90-97

Fengjun Lv, Ramakant Nevatia, Mun Wai Lee: 3D Human Action Recognition Using Spatio-temporal Motion Templates. ICCV-HCI 2005: 120-130

Xuefeng Song, Ramakant Nevatia: A Model-Based Vehicle Segmentation Method for Tracking. ICCV 2005: 1124-1131

Mun Wai Lee, Ramakant Nevatia: Dynamic Human Pose Estimation using Markov Chain Monte Carlo Approach. WACV/MOTION 2005: 168-175

Zu Whan Kim, Ramakant Nevatia: Automatic description of complex buildings from multiple images. Computer Vision and Image Understanding 96(1): 60-95 (2004)

Somboon Hongeng, Ramakant Nevatia, François Brémond: Video-based event recognition: activity representation and probabilistic recognition methods. Computer Vision and Image Understanding 96(2): 129-162 (2004)

Tao Zhao, Ramakant Nevatia: Tracking Multiple Humans in Complex Situations. IEEE Trans. Pattern Anal. Mach. Intell. 26(9): 1208-1221 (2004)

Sung Chun Lee, Ramakant Nevatia: Extraction and Integration of Window in a 3D Building Model from Ground View Image. CVPR (2) 2004: 113-120

Tao Zhao, Ramakant Nevatia: Tracking Multiple Humans in Crowded Environment. CVPR (2) 2004: 406-413

Xuefeng Song, Ramakant Nevatia: Combined Face-body Tracking in Indoor Environment. ICPR (4) 2004: 159-162

Tao Zhao, Ramakant Nevatia: Car detection in low resolution aerial images. Image Vision Comput. 21(8): 693-703 (2003)

Marcus A. Maloof, Pat Langley, Thomas O. Binford, Ramakant Nevatia, Stephanie Sage: Improved Rooftop Detection in Aerial Images with Machine Learning. Machine Learning 53(1-2): 157-191 (2003)

Zu Whan Kim, Ramakant Nevatia: Expandable Bayesian Networks for 3D Object Description from Multiple Views and Multiple Mode Inputs. IEEE Trans. Pattern Anal. Mach. Intell. 25(6): 769-774 (2003)

Tao Zhao, Ramakant Nevatia: Bayesian Human Segmentation in Crowded Situations. CVPR (2) 2003: 459-466

Sung Chun Lee, Ramakant Nevatia: Interactive 3D Building Modeling Using a Hierarchical Representation. HLK 2003: 58-65

Somboon Hongeng, Ramakant Nevatia: Large-Scale Event Detection Using Semi-Hidden Markov Models. ICCV 2003: 1455-1462

Sung Chun Lee, Soon Ki Jung, Ramakant Nevatia: Automatic Integration of Facade Textures into 3D Building Models with a Projective Geometry Based Line Clustering. Comput. Graph. Forum 21(3): 511-519 (2002)

Ramakant Nevatia, Keith E. Price: Automatic and interactive modeling of buildings in urban environments from aerial images. ICIP (3) 2002: 525-528

Sung Chun Lee, Soon Ki Jung, Ramakant Nevatia: Integrating Ground and Aerial Views for Urban Site Modeling. ICPR (4) 2002: 107-112

Tao Zhao, Ramakant Nevatia: 3D Tracking of Human Locomotion: A Tracking as Recognition Approach. ICPR (1) 2002: 546-551

Fengjun Lv, Tao Zhao, Ramakant Nevatia: Self-Calibration of a Camera from Video of a Walking Human. ICPR (1) 2002: 562-

Sung Chun Lee, Soon Ki Jung, Ramakant Nevatia: Automatic Pose Estimation of Complex 3D Building Models. WACV 2002: 148-152

Sanjay Noronha, Ramakant Nevatia: Detection and Modeling of Buildings from Multiple Aerial Images. IEEE Trans. Pattern Anal. Mach. Intell. 23(5): 501-518 (2001)

Gérard G. Medioni, Isaac Cohen, François Brémond, Somboon Hongeng, Ramakant Nevatia: Event Detection and Analysis from Video Streams. IEEE Trans. Pattern Anal. Mach. Intell. 23(8): 873-889 (2001)

Tao Zhao, Ramakant Nevatia, Fengjun Lv: Segmentation and Tracking of Multiple Humans in Complex Situations. CVPR (2) 2001: 194-201

Zu Whan Kim, Andres Huertas, Ramakant Nevatia: Automatic Description of Buildings with Complex Rooftops from Multiple Images. CVPR (2) 2001: 272-

Somboon Hongeng, Ramakant Nevatia: Multi-Agent Event Recognition. ICCV 2001: 84-93

Tao Zhao, Ramakant Nevatia: Car Detection in Low Resolution Aerial Image. ICCV 2001: 710-717

Andres Huertas, Ramakant Nevatia: Detecting changes in aerial views of man-made structures. Image Vision Comput. 18(8): 583-596 (2000)

Somboon Hongeng, François Brémond, Ramakant Nevatia: Representation and Optimal Recognition of Human Activities. CVPR 2000: 1818-1825

Andres Huertas, Zu Whan Kim, Ramakant Nevatia: Multisensor Integration for Building Modeling. CVPR 2000: 2203-2210

Zu Whan Kim, Ramakant Nevatia: Learning Bayesian Networks for Diverse and Varying numbers of Evidence Sets. ICML 2000: 479-486

Somboon Hongeng, François Brémond, Ramakant Nevatia: Bayesian Framework for Video Surveillance Application. ICPR 2000: 1164-1170

Dongsung Kim, Ramakant Nevatia: Symbolic Navigation with a Generic Map. Auton. Robots 6(1): 69-88 (1999)

Zu Whan Kim, Ramakant Nevatia: Uncertain Reasoning and Learning for Feature Grouping. Computer Vision and Image Understanding 76(3): 278-288 (1999)

Mourad Zerroug, Ramakant Nevatia: Part-Based 3D Descriptions of Complex Objects from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. 21(9): 835-848 (1999)

J. Li, Ramakant Nevatia, Sanjay Noronha: User Assisted Modeling of Buildings from Aerial Images. CVPR 1999: 2274-2279

Armin Grün, Ramakant Nevatia: Automatic Building Extraction from Aerial Images. Computer Vision and Image Understanding 72(2): 99-100 (1998)

Chungan Lin, Ramakant Nevatia: Building Detection and Description from a Single Intensity Image. Computer Vision and Image Understanding 72(2): 101-121 (1998)

Dongsung Kim, Ramakant Nevatia: Recognition and localization of generic objects for indoor navigation using functionality. Image Vision Comput. 16(11): 729-743 (1998)

Sanjay Noronha, Ramakant Nevatia: Recent Advances in Detection and Description of Buildings from Multiple Aerial Images. ACCV (2) 1998: 259-266

Andres Huertas, Ramakant Nevatia: Detecting Changes in Aerial Views of Man-Made Structures. ICCV 1998: 73-82

Sanjay Noronha, Ramakant Nevatia: Detection and Description of Buildings from Multiple Aerial Images. CVPR 1997: 588-594

Ramakant Nevatia, Gérard G. Medioni: Computer vision research at the University of Southern California. International Journal of Computer Vision 20(1-2): 5-9 (1996)

Mourad Zerroug, Ramakant Nevatia: Volumetric descriptions from a single intensity image. International Journal of Computer Vision 20(1-2): 11-42 (1996)

Ronald Chung, Ramakant Nevatia: Recovering LSHGCs and SHGCs from stereo. International Journal of Computer Vision 20(1-2): 43-58 (1996)

Mourad Zerroug, Ramakant Nevatia: Three-Dimensional Descriptions Based on the Analysis of the Invariant and Quasi-Invariant Properties of Some Curved-Axis Generalized Cylinders. IEEE Trans. Pattern Anal. Mach. Intell. 18(3): 237-253 (1996)

Mourad Zerroug, Ramakant Nevatia: From an Intensity Image to 3-D Segmented Descriptions. Object Representation in Computer Vision 1996: 11-24

Ronald Chung, Ramakant Nevatia: Use of Monocular Groupings and Occlusion Analysis in a Hierarchical Stereo System. Computer Vision and Image Understanding 62(3): 245-268 (1995)

Fatih Ulupinar, Ramakant Nevatia: Shape from Contour: Straight Homogeneous Generalized Cylinders and Constant Cross Section Generalized Cylinders. IEEE Trans. Pattern Anal. Mach. Intell. 17(2): 120-135 (1995)

Fatih Ulupinar, Ramakant Nevatia: Recovery of 3-D Objects with Multiple Curved Surfaces from 2-D Contours. Artif. Intell. 67(1): 1-28 (1994)

Shoji Kurakake, Ramakant Nevatia: Description and tracking of moving articulated objects. Systems and Computers in Japan 25(8): 16-26 (1994)

Mourad Zerroug, Ramakant Nevatia: Segmentation and Recovery of SHGCs from a Real Intensity Image. ECCV (1) 1994: 319-330

Fatih Ulupinar, Ramakant Nevatia: Perception of 3-D Surfaces from 2-D Contours. IEEE Trans. Pattern Anal. Mach. Intell. 15(1): 3-18 (1993)

Mourad Zerroug, Ramakant Nevatia: Using Invariance and Quasi-Invariance for the Segmentation and Recovery of Curved Objects. Applications of Invariance in Computer Vision 1993: 317-340

Bir Bhanu, Ramakant Nevatia, Edward M. Riseman: Dynamic-Scene and Motion Analysis Using Passive Sensors - Part 1: A Qualitative Approach. IEEE Expert 7(1): 45-52 (1992)

Bir Bhanu, Ramakant Nevatia, Edward M. Riseman: Dynamic-Scene and Motion Analysis Using Passive Sensors - Part II: Displacement-Field and Feature-Based Approaches. IEEE Expert 7(1): 53-64 (1992)

Rakesh Mohan, Ramakant Nevatia: Perceptual Organization for Scene Segmentation and Description. IEEE Trans. Pattern Anal. Mach. Intell. 14(6): 616-635 (1992)

Fatih Ulupinar, Ramakant Nevatia: Shape from contour: straight homogeneous generalized cones. ICCV 1990: 582-586

Steven L. Tanimoto, Sargur N. Srihari, Martin D. Levine, Warren P. Seering, Ram Nevatia: Dissertation abstracts. Mach. Vis. Appl. 2(2): 117-120 (1989)

Rakesh Mohan, Gérard G. Medioni, Ramakant Nevatia: Stereo Error Detection, Correction, and Evaluation. IEEE Trans. Pattern Anal. Mach. Intell. 11(2): 113-120 (1989)

Rakesh Mohan, Ramakant Nevatia: Using Perceptual Organization to Extract 3-D Structures. IEEE Trans. Pattern Anal. Mach. Intell. 11(11): 1121-1139 (1989)

Ting-Jun Fan, Gérard G. Medioni, Ramakant Nevatia: Recognizing 3-D Objects Using Surface Descriptions. IEEE Trans. Pattern Anal. Mach. Intell. 11(11): 1140-1157 (1989)

Andres Huertas, William Cole, Ramakant Nevatia: Using Generic Knowledge in Analysis of Aerial Scenes: A Case Study. IJCAI 1989: 1642-1648

Andres Huertas, Ramakant Nevatia: Detecting buildings in aerial images. Computer Vision, Graphics, and Image Processing 41(2): 131-152 (1988)

Kashipati Rao, Ramakant Nevatia: Computing volume descriptions from sparse 3-D data. International Journal of Computer Vision 2(1): 33-50 (1988)

Fatih Ulupinar, Ramakant Nevatia: Using Symmetries For Analysis Of Shape From Contour. ICCV 1988: 414-426

Sadaaki Yokoi, Gérard G. Medioni, Ramakant Nevatia: A Segment-Based Matching Algorithm in Trinocular Vision. MVA 1988: 74-77

Andres Huertas, William Cole, Ramakant Nevatia: Detecting Runways in Aerial Images. AAAI 1987: 712-717

Felicia M. Vilnrotter, Ramakant Nevatia, Keith E. Price: Structural Analysis of Natural Textures. IEEE Trans. Pattern Anal. Mach. Intell. 8(1): 76-89 (1986)

Gérard G. Medioni, Ramakant Nevatia: Matching Images Using Linear Features. IEEE Trans. Pattern Anal. Mach. Intell. 6(6): 675-685 (1984)

Peter Kaufmann, Gérard G. Medioni, Ramakant Nevatia: Visual inspection using linear features. Pattern Recognition 17(5): 485-491 (1984)

Andres Huertas, Ramakant Nevatia: Detection of Buildings in Aerial Images Using Shape and Shadows. IJCAI 1983: 1099-1103

Ramakant Nevatia, Keith E. Price: Locating Structures in Aerial Images. IEEE Trans. Pattern Anal. Mach. Intell. 4(5): 476-484 (1982)

Ram Nevatia, Keith E. Price, Felicia M. Vilnrotter: Describing Natural Textures. IJCAI 1979: 642-644

Ramakant Nevatia, Thomas O. Binford: Description and Recognition of Curved Objects. Artif. Intell. 8(1): 77-98 (1977)

Ramakant Nevatia: Locating Object Boundaries in Textured Environments. IEEE Trans. Computers 25(11): 1170-1175 (1976)

Ramakant Nevatia, Thomas O. Binford: Structured Descriptions of Complex Objects. IJCAI 1973: 641-647