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Amit K. Roy-Chowdhury - Publications

Affiliations: 
Electrical Engineering University of California, Riverside, Riverside, CA, United States 
Area:
Computer Vision, Statistical Learning, Image Processing, Camera Networks
Website:
https://vcg.ece.ucr.edu/amit
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78 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
2020 Mithun NC, Panda R, Roy-Chowdhury AK. Construction of Diverse Image Datasets From Web Collections With Limited Labeling Ieee Transactions On Circuits and Systems For Video Technology. 30: 1147-1161. DOI: 10.1109/Tcsvt.2019.2898899  0.359
2020 Rodriguez-Borbon JM, Ma X, Roy-Chowdhury AK, Najjar WA. Heterogeneous Acceleration of HAR Applications Ieee Transactions On Circuits and Systems For Video Technology. 30: 888-902. DOI: 10.1109/Tcsvt.2019.2895304  0.379
2019 Bappy JH, Paul S, Tuncel E, Roy-Chowdhury AK. Exploiting Typicality for Selecting Informative and Anomalous Samples in Videos. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30998468 DOI: 10.1109/Tip.2019.2910634  0.386
2019 Bappy JH, Simons C, Nataraj L, Manjunath BS, Roy-Chowdhury AK. Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30703026 DOI: 10.1109/Tip.2019.2895466  0.599
2019 Nataraj L, Mohammed TM, Manjunath BS, Chandrasekaran S, Flenner A, Bappy JH, Roy-Chowdhury AK. Detecting GAN generated Fake Images using Co-occurrence Matrices Electronic Imaging. 2019: 532-1-532-7. DOI: 10.2352/Issn.2470-1173.2019.5.Mwsf-532  0.524
2019 Panda R, Bhuiyan A, Murino V, Roy-Chowdhury AK. Adaptation of person re-identification models for on-boarding new camera(s) Pattern Recognition. 96: 106991. DOI: 10.1016/J.Patcog.2019.106991  0.407
2019 Mithun NC, Li J, Metze F, Roy-Chowdhury AK. Joint embeddings with multimodal cues for video-text retrieval International Journal of Multimedia Information Retrieval. 8: 3-18. DOI: 10.1007/S13735-018-00166-3  0.395
2018 Hasan M, Paul S, Mourikis AI, Roy-Chowdhury AK. Context-Aware Query Selection for Active Learning in Event Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30387722 DOI: 10.1109/Tpami.2018.2878696  0.383
2018 Mohammed TM, Bunk J, Nataraj L, Bappy JH, Flenner A, Manjunath B, Chandrasekaran S, Roy-Chowdhury AK, Peterson LA. Boosting Image Forgery Detection using Resampling Features and Copy-move Analysis Electronic Imaging. 2018: 118-1-118-7. DOI: 10.2352/Issn.2470-1173.2018.07.Mwsf-118  0.521
2017 Panda R, Mithun NC, Roy-Chowdhury A. Diversity-aware Multi-Video Summarization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28574359 DOI: 10.1109/Tip.2017.2708902  0.438
2017 Panda R, Roy-Chowdhury AK. Multi-View Surveillance Video Summarization via Joint Embedding and Sparse Optimization Ieee Transactions On Multimedia. 19: 2010-2021. DOI: 10.1109/Tmm.2017.2708981  0.447
2017 Ding C, Bappy JH, Farrell JA, Roy-Chowdhury AK. Opportunistic Image Acquisition of Individual and Group Activities in a Distributed Camera Network Ieee Transactions On Circuits and Systems For Video Technology. 27: 664-672. DOI: 10.1109/Tcsvt.2016.2593620  0.685
2017 Das A, Panda R, Roy-Chowdhury AK. Continuous adaptation of multi-camera person identification models through sparse non-redundant representative selection Computer Vision and Image Understanding. 156: 66-78. DOI: 10.1016/J.Cviu.2016.10.012  0.387
2016 Mkrtchyan K, Chakraborty A, Roy-Chowdhury A. Optimal Landmark Selection for Registration of 4D Confocal Image Stacks in Arabidopsis. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. PMID 26887008 DOI: 10.1109/Tcbb.2016.2527655  0.347
2016 Hasan M, Roy-Chowdhury AK. Incremental learning of human activity models from videos Computer Vision and Image Understanding. 144: 24-35. DOI: 10.1016/J.Cviu.2015.10.018  0.397
2015 Chakraborty A, Das A, Roy-Chowdhury A. Network Consistent Data Association. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26485472 DOI: 10.1109/Tpami.2015.2491922  0.338
2015 Kamal AT, Bappy J, Farrell J, Roy-Chowdhury A. Distributed Multi-target Tracking and Data Association in Vision Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26441444 DOI: 10.1109/Tpami.2015.2484339  0.353
2015 Martinel N, Das A, Micheloni C, Roy-Chowdhury AK. Re-Identification in the Function Space of Feature Warps. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1656-69. PMID 26353002 DOI: 10.1109/Tpami.2014.2377748  0.333
2015 Yingying Zhu, Nayak NM, Roy-Chowdhury AK. Context-Aware Activity Modeling Using Hierarchical Conditional Random Fields. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1360-72. PMID 26352445 DOI: 10.1109/Tpami.2014.2369044  0.814
2015 Chakraborty A, Roy-Chowdhury AK. Context aware spatio-temporal cell tracking in densely packed multilayer tissues. Medical Image Analysis. 19: 149-63. PMID 25461334 DOI: 10.1016/J.Media.2014.09.008  0.34
2015 Hasan M, Roy-Chowdhury AK. A Continuous Learning Framework for Activity Recognition Using Deep Hybrid Feature Models Ieee Transactions On Multimedia. 17: 1909-1922. DOI: 10.1109/Tmm.2015.2477242  0.389
2015 Ma X, Najjar WA, Roy-Chowdhury AK. Evaluation and acceleration of high-throughput fixed-point object detection on FPGAS Ieee Transactions On Circuits and Systems For Video Technology. 25: 1051-1062. DOI: 10.1109/Tcsvt.2014.2360030  0.333
2015 Srinivasan R, Rudolph C, Roy-Chowdhury AK. Computerized face recognition in renaissance portrait art: A quantitative measure for identifying uncertain subjects in ancient portraits Ieee Signal Processing Magazine. 32: 85-94. DOI: 10.1109/Msp.2015.2410783  0.335
2015 Zhang S, Zhu Y, Roy-Chowdhury A. An online learned elementary grouping model for multi-target tracking Computer Vision and Image Understanding. 134: 64-73. DOI: 10.1016/J.Cviu.2015.01.002  0.367
2014 Dao T, Roy-Chowdhury AK, Madhyastha HV, Krishnamurthy SV, Porta TL. Managing redundant content in bandwidth constrained wireless networks Conext 2014 - Proceedings of the 2014 Conference On Emerging Networking Experiments and Technologies. 349-361. DOI: 10.1109/Tnet.2016.2616901  0.318
2014 Morye AA, Ding C, Roy-Chowdhury AK, Farrell JA. Distributed constrained optimization for bayesian opportunistic visual sensing Ieee Transactions On Control Systems Technology. 22: 2302-2318. DOI: 10.1109/Tcst.2014.2300416  0.687
2014 Reisslein M, Rinner B, Roy-Chowdhury A. Smart camera networks Computer. 47: 23-25. DOI: 10.1109/Mc.2014.134  0.31
2014 Nayak NM, Roy-Chowdhury AK. Learning a sparse dictionary of video structure for activity modeling 2014 Ieee International Conference On Image Processing, Icip 2014. 4892-4896. DOI: 10.1109/ICIP.2014.7025991  0.772
2014 Hasan M, Roy-Chowdhury AK. Incremental activity modeling and recognition in streaming videos Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 796-803. DOI: 10.1109/CVPR.2014.107  0.331
2013 Tataw OM, Reddy GV, Keogh EJ, Roy-Chowdhury AK. Quantitative analysis of live-cell growth at the shoot apex of Arabidopsis thaliana: algorithms for feature measurement and temporal alignment. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 10: 1150-61. PMID 24384704 DOI: 10.1109/Tcbb.2013.64  0.757
2013 Chakraborty A, Perales MM, Reddy GV, Roy-Chowdhury AK. Adaptive geometric tessellation for 3D reconstruction of anisotropically developing cells in multilayer tissues from sparse volumetric microscopy images. Plos One. 8: e67202. PMID 23940509 DOI: 10.1371/Journal.Pone.0067202  0.309
2013 Nayak NM, Zhu Y, Roy-Chowdhury AK. Exploiting spatio-temporal scene structure for wide-area activity analysis in unconstrained environments Ieee Transactions On Information Forensics and Security. 8: 1610-1619. DOI: 10.1109/Tifs.2013.2277669  0.816
2013 Kamal AT, Farrell JA, Roy-Chowdhury AK. Information weighted consensus filters and their application in distributed camera networks Ieee Transactions On Automatic Control. 58: 3112-3125. DOI: 10.1109/Tac.2013.2277621  0.305
2013 Zhu Y, Nayak NM, Roy-Chowdhury AK. Context-aware activity recognition and anomaly detection in video Ieee Journal On Selected Topics in Signal Processing. 7: 91-101. DOI: 10.1109/Jstsp.2012.2234722  0.809
2013 Ding C, Farrell JA, Roy-Chowdhury AK. Capturing high fidelity images in PTZ camera networks 2013 Ieee Global Conference On Signal and Information Processing, Globalsip 2013 - Proceedings. 173-176. DOI: 10.1109/GlobalSIP.2013.6736843  0.622
2013 Zhang S, Das A, Ding C, Roy-Chowdhury AK. Online social behavior modeling for multi-target tracking Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 751-758. DOI: 10.1109/CVPRW.2013.113  0.594
2013 Zhu Y, Nayak NM, Roy-Chowdhury AK. Context-aware modeling and recognition of activities in video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2491-2498. DOI: 10.1109/CVPR.2013.322  0.8
2013 Nayak NM, Zhu Y, Roy-Chowdhury AK. Vector field analysis for multi-object behavior modeling Image and Vision Computing. 31: 460-472. DOI: 10.1016/J.Imavis.2012.08.011  0.808
2013 Zhu Y, Nayak N, Gaur U, Song B, Roy-Chowdhury A. Modeling multi-object interactions using "string of feature graphs" Computer Vision and Image Understanding. 117: 1313-1328. DOI: 10.1016/J.Cviu.2012.08.009  0.802
2013 Morye AA, Ding C, Roy-Chowdhury AK, Farrell JA. Constrained optimization for opportunistic distributed visual sensing Proceedings of the American Control Conference. 6294-6301.  0.567
2012 Ding C, Song B, Morye A, Farrell JA, Roy-Chowdhury AK. Collaborative sensing in a distributed PTZ camera network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 3282-95. PMID 22374359 DOI: 10.1109/Tip.2012.2188806  0.783
2012 Roy-Chowdhury AK, Song B. Camera Networks: The Acquisition and Analysis of Videos over Wide Areas Synthesis Lectures On Computer Vision. 3: 1-133. DOI: 10.2200/S00400ED1V01Y201201COV004  0.632
2012 Zhu Y, Nayak NM, Roy-Chowdhury A. The role of spatial context in activity recognition Acm International Conference Proceeding Series. DOI: 10.1145/2425333.2425364  0.763
2012 Ding C, Morye AA, Farrell JA, Roy-Chowdhury AK. Coordinated sensing and tracking for mobile camera platforms Proceedings of the American Control Conference. 5114-5119.  0.607
2011 Liu M, Chakraborty A, Singh D, Yadav RK, Meenakshisundaram G, Reddy GV, Roy-Chowdhury A. Adaptive cell segmentation and tracking for volumetric confocal microscopy images of a developing plant meristem. Molecular Plant. 4: 922-31. PMID 21965456 DOI: 10.1093/Mp/Ssr071  0.328
2011 Yilei Xu, Roy-Chowdhury AK. A Physics-Based Analysis of Image Appearance Models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1681-8. PMID 21135432 DOI: 10.1109/Tpami.2010.216  0.4
2011 Song B, Ding C, Kamal AT, Farrell JA, Roy-Chowdhury AK. Distributed camera networks Ieee Signal Processing Magazine. 28: 20-31. DOI: 10.1109/Msp.2011.940441  0.772
2011 Nayak NM, Kamal AT, Roy-Chowdhury AK. Vector field analysis for motion pattern identification in video Proceedings - International Conference On Image Processing, Icip. 2089-2092. DOI: 10.1109/ICIP.2011.6115893  0.778
2011 Kamal AT, Song B, Roy-Chowdhury AK. Belief consensus for distributed action recognition Proceedings - International Conference On Image Processing, Icip. 141-144. DOI: 10.1109/ICIP.2011.6115707  0.584
2011 Gaur U, Zhu Y, Song B, Roy-Chowdhury A. A "string of feature graphs" model for recognition of complex activities in natural videos Proceedings of the Ieee International Conference On Computer Vision. 2595-2602. DOI: 10.1109/ICCV.2011.6126548  0.649
2011 Nayak NM, Song B, Roy-Chowdhury AK. Dynamic modeling of streaklines for motion pattern analysis in video Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. DOI: 10.1109/CVPRW.2011.5981793  0.787
2011 Oh S, Hoogs A, Perera A, Cuntoor N, Chen CC, Lee JT, Mukherjee S, Aggarwal JK, Lee H, Davis L, Swears E, Wang X, Ji Q, Reddy K, Shah M, ... ... Roy-Chowdhury A, et al. A large-scale benchmark dataset for event recognition in surveillance video Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3153-3160. DOI: 10.1109/CVPR.2011.5995586  0.782
2011 Kamal AT, Ding C, Song B, Farrell JA, Roy-Chowdhury AK. A Generalized Kalman Consensus Filter for wide-area video networks Proceedings of the Ieee Conference On Decision and Control. 7863-7869. DOI: 10.1109/CDC.2011.6160333  0.729
2011 Oh S, Hoogs A, Perera A, Cuntoor N, Chen CC, Lee JT, Mukherjee S, Aggarwal JK, Lee H, Davis L, Swears E, Wang X, Ji Q, Reddy K, Shah M, ... ... Roy-Chowdhury A, et al. AVSS 2011 demo session: A large-scale benchmark dataset for event recognition in surveillance video 2011 8th Ieee International Conference On Advanced Video and Signal Based Surveillance, Avss 2011. 527-528. DOI: 10.1109/AVSS.2011.6027400  0.782
2010 Song B, Kamal AT, Soto C, Ding C, Farrell JA, Roy-Chowdhury AK. Tracking and activity recognition through consensus in distributed camera networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 2564-79. PMID 20550994 DOI: 10.1109/Tip.2010.2052823  0.79
2010 Jeng TY, Song B, Staudt E, Liu M, Roy-Chowdhury A, Gupta AS. Multi-target tracking using long-term stochastic associations Proceedings - International Conference On Image Processing, Icip. 57-60. DOI: 10.1109/ICIP.2010.5651303  0.574
2009 Veeraraghavan A, Srivastava A, Roy-Chowdhury AK, Chellappa R. Rate-invariant recognition of humans and their activities. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 18: 1326-39. PMID 19398409 DOI: 10.1109/Tip.2009.2017143  0.701
2009 Zou X, Bhanu B, Roy-Chowdhury A. Continuous Learning of a Multilayered Network Topology in a Video Camera Network Eurasip Journal On Image and Video Processing. 2009: 1-19. DOI: 10.1155/2009/460689  0.357
2008 Xu Y, Roy-Chowdhury A. Inverse compositional estimation of 3D pose and lighting in dynamic scenes. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1300-7. PMID 18550911 DOI: 10.1109/Tpami.2008.81  0.774
2008 Abdelkader MF, Roy-Chowdhury AK, Chellappa R, Akdemir U. Activity representation using 3D shape models Eurasip Journal On Image and Video Processing. 2008. DOI: 10.1155/2008/347050  0.756
2008 Song B, Roy-Chowdhury AK. Robust Tracking in A Camera Network: A Multi-Objective Optimization Framework Ieee Journal of Selected Topics in Signal Processing. 2: 582-596. DOI: 10.1109/Jstsp.2008.925992  0.695
2008 Song B, Soto C, Roy-Chowdhury AK, Farrell JA. Decentralized camera network control using game theory 2008 2nd Acm/Ieee International Conference On Distributed Smart Cameras, Icdsc 2008. DOI: 10.1109/ICDSC.2008.4635735  0.586
2008 Nayak J, Gonzalez-Argueta L, Song B, Roy-Chowdhury A, Tuncel E. Multi-target tracking through opportunistic camera control in a resource constrained multimodal sensor network 2008 2nd Acm/Ieee International Conference On Distributed Smart Cameras, Icdsc 2008. DOI: 10.1109/ICDSC.2008.4635682  0.672
2007 Xu Y, Roy-Chowdhury AK. Integrating motion, illumination, and structure in video sequences with applications in illumination-invariant tracking. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 793-806. PMID 17356200 DOI: 10.1109/Tpami.2007.1047  0.792
2007 Song B, Tuncel E, Roy-Chowdhury A. Towards A Multi-Terminal Video Compression Algorithm By Integrating Distributed Source Coding With Geometrical Constraints Journal of Multimedia. 2. DOI: 10.4304/jmm.2.3.9-16  0.619
2007 Song B, Tuncel E, Roy-Chowdhury AK. Towards a multi-terminal video compression algorithm by integrating distributed source coding with geometrical constraints Journal of Multimedia. 2: 9-16. DOI: 10.4304/Jmm.2.3.9-16  0.675
2007 Xu Y, Roy-Chowdhury A, Patel K. Integrating Illumination, Motion, and Shape Models for Robust Face Recognition in Video Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/469698  0.799
2007 Song B, Vaswani N, Roy-Chowdhury AK. Closed-loop tracking and change detection in multi-activity sequences Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383243  0.774
2007 Roy-Chowdhury AK. Towards a measure of deformability of shape sequences Pattern Recognition Letters. 28: 2164-2172. DOI: 10.1016/J.Patrec.2007.06.012  0.367
2006 Song B, Roy-Chowdhury A, Tuncel E. A multi-terminal model-based video compression algorithm Proceedings - International Conference On Image Processing, Icip. 265-268. DOI: 10.1109/ICIP.2006.313176  0.691
2006 Song B, Vaswani N, Roy-Chowdhury AK. Summarization and indexing of human activity sequences Proceedings - International Conference On Image Processing, Icip. 2925-2928. DOI: 10.1109/ICIP.2006.313131  0.757
2005 Veeraraghavan A, Roy-Chowdhury AK, Chellappa R. Matching shape sequences in video with applications in human movement analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1896-909. PMID 16355658 DOI: 10.1109/Tpami.2005.246  0.705
2005 Vaswani N, Roy-Chowdhury AK, Chellappa R. "Shape activity": a continuous-state HMM for moving/deforming shapes with application to abnormal activity detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 1603-16. PMID 16238065 DOI: 10.1109/Tip.2005.852197  0.72
2005 Roy-Chowdhury AK, Chellappa R. Statistical bias in 3-D reconstruction from a monocular video. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 14: 1057-62. PMID 16121454 DOI: 10.1109/Tip.2005.849775  0.54
2005 Chellappa R, Roy-Chowdhury AK, Zhou SK. Recognition of Humans and Their Activities Using Video Synthesis Lectures On Image, Video, and Multimedia Processing. 1: 1-173. DOI: 10.2200/S00002ED1V01Y200508IVM001  0.609
2004 Roy-Chowdhury AK, Chellappa R. An information theoretic criterion for evaluating the quality of 3-D reconstructions from video. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 13: 960-73. PMID 15648862 DOI: 10.1109/Tip.2004.827240  0.522
2004 Kale A, Sundaresan A, Rajagopalan AN, Cuntoor NP, Roy-Chowdhury AK, Krüger V, Chellappa R. Identification of humans using gait. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 13: 1163-73. PMID 15449579 DOI: 10.1109/Tip.2004.832865  0.792
2004 Roy-Chowdhury A, Chellappa R, Keaton T. Wide Baseline Image Registration With Application to 3-D Face Modeling Ieee Transactions On Multimedia. 6: 423-434. DOI: 10.1109/Tmm.2004.827511  0.577
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