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Pavan K. Turaga, Ph.D. - Publications

Affiliations: 
2009 Electrical Engineering University of Maryland, College Park, College Park, MD 
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57 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 Som A, Choi H, Ramamurthy KN, Buman MP, Turaga P. PI-Net: A Deep Learning Approach to Extract Topological Persistence Images. Conference On Computer Vision and Pattern Recognition Workshops. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Workshops. 2020: 3639-3648. PMID 32995068 DOI: 10.1109/cvprw50498.2020.00425  0.321
2019 Braun H, Turaga P, Spanias A, Katoch S, Jayasuriya S, Tepedelenlioglu C. Reconstruction-Free Compressive Vision for Surveillance Applications Synthesis Lectures On Signal Processing. 10: 1-100. DOI: 10.2200/S00914Ed2V01Y201904Spr017  0.339
2018 Berretti S, Daoudi M, Turaga P, Basu A. Representation, Analysis, and Recognition of 3D Humans Acm Transactions On Multimedia Computing, Communications, and Applications. 14: 1-36. DOI: 10.1145/3182179  0.395
2018 Berretti S, Daoudi M, Turaga P, Basu A. Introduction to the Special Issue on Representation, Analysis, and Recognition of 3D Humans Acm Transactions On Multimedia Computing, Communications, and Applications. 14: 1-2. DOI: 10.1145/3181709  0.333
2016 Anirudh R, Turaga P, Su J, Srivastava A. Elastic Functional Coding of Riemannian Trajectories. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28113699 DOI: 10.1109/Tpami.2016.2564409  0.448
2016 Venkataraman V, Turaga P. Shape Distributions of Nonlinear Dynamical Systems for Video-Based Inference. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 2531-2543. PMID 27824585 DOI: 10.1109/Tpami.2016.2533388  0.44
2016 Anirudh R, Turaga P, Su J, Srivastava A. Elastic Functional Coding of Riemannian Trajectories. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27168593 DOI: 10.1109/TPAMI.2016.2564409  0.342
2016 Kulkarni K, Turaga P. Reconstruction-Free Action Inference from Compressive Imagers Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 772-784. DOI: 10.1109/Tpami.2015.2469288  0.431
2016 Sankaranarayanan AC, Herman MA, Turaga P, Kelly KF. Enhanced Compressive Imaging Using Model-Based Acquisition: Smarter sampling by incorporating domain knowledge Ieee Signal Processing Magazine. 33: 81-94. DOI: 10.1109/Msp.2016.2581846  0.665
2016 Anirudh R, Turaga P. Geometry-Based Symbolic Approximation for Fast Sequence Matching on Manifolds International Journal of Computer Vision. 116: 161-173. DOI: 10.1007/S11263-015-0835-8  0.48
2015 Kulkarni K, Turaga P. Reconstruction-Free Action Inference from Compressive Imagers. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 772-84. PMID 26353363 DOI: 10.1109/TPAMI.2015.2469288  0.323
2015 Baran M, Lehrer N, Duff M, Venkataraman V, Turaga P, Ingalls T, Rymer WZ, Wolf SL, Rikakis T. Interdisciplinary concepts for design and implementation of mixed reality interactive neurorehabilitation systems for stroke. Physical Therapy. 95: 449-60. PMID 25425694 DOI: 10.2522/Ptj.20130581  0.303
2015 Lohit S, Kulkarni K, Turaga P, Wang J, Sankaranarayanan AC. Reconstruction-free inference on compressive measurements Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops. 2015: 16-24. DOI: 10.1109/CVPRW.2015.7301371  0.666
2015 Anirudh R, Turaga P, Su J, Srivastava A. Elastic functional coding of human actions: From vector-fields to latent variables Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 3147-3155. DOI: 10.1109/CVPR.2015.7298934  0.324
2015 Jiang Z, Lin Z, Ling H, Porikli F, Shao L, Turaga P. Discriminative feature learning from big data for visual recognition Pattern Recognition. 48: 2961-2963. DOI: 10.1016/J.Patcog.2015.05.013  0.302
2015 Srivastava A, Turaga PK. Welcome to Riemannian Computing in Computer Vision Riemannian Computing in Computer Vision. 1-18. DOI: 10.1007/978-3-319-22957-7_1  0.305
2014 Venkataraman V, Turaga P, Baran M, Lehrer N, Du T, Cheng L, Rikakis T, Wolf SL. Component-Level Tuning of Kinematic Features from Composite Therapist Impressions of Movement Quality. Ieee Journal of Biomedical and Health Informatics. PMID 25438331 DOI: 10.1109/Jbhi.2014.2375206  0.356
2014 Thiagarajan JJ, Ramamurthy KN, Turaga P, Spanias A. Image understanding using sparse representations Synthesis Lectures On Image, Video, and Multimedia Processing. 15: 1-120. DOI: 10.2200/S00563ED1V01Y201401IVM015  0.398
2014 Li R, Turaga P, Srivastava A, Chellappa R. Differential geometric representations and algorithms for some pattern recognition and computer vision problems Pattern Recognition Letters. 43: 3-16. DOI: 10.1016/J.Patrec.2013.09.019  0.692
2013 Sankaranarayanan AC, Turaga PK, Chellappa R, Baraniuk RG. Compressive acquisition of linear dynamical systems Siam Journal On Imaging Sciences. 6: 2109-2133. DOI: 10.1137/120863307  0.729
2013 Anirudh R, Ramamurthy K, Thiagarajan JJ, Turaga P, Spanias A. A heterogeneous dictionary model for representation and recognition of human actions Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3472-3476. DOI: 10.1109/ICASSP.2013.6638303  0.316
2013 Turaga P, Chellappa R, Srivastava A. Statistical methods on special manifolds for image and video understanding Handbook of Statistics. 31: 179-201. DOI: 10.1016/B978-0-444-53859-8.00007-2  0.609
2012 Gopalan R, Taheri S, Turaga P, Chellappa R. A blur-robust descriptor with applications to face recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1220-6. PMID 22231594 DOI: 10.1109/Tpami.2012.15  0.747
2012 Wu T, Turaga P, Chellappa R. Age estimation and face verification across aging using landmarks Ieee Transactions On Information Forensics and Security. 7: 1780-1788. DOI: 10.1109/Tifs.2012.2213812  0.549
2012 Kulkarni K, Turaga P. Recurrence textures for human activity recognition from compressive cameras Proceedings - International Conference On Image Processing, Icip. 1417-1420. DOI: 10.1109/ICIP.2012.6467135  0.406
2012 Srivastava A, Turaga P, Kurtek S. On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition Image and Vision Computing. 30: 398-416. DOI: 10.1016/J.Imavis.2012.03.006  0.478
2012 Qiu Q, Patel VM, Turaga P, Chellappa R. Domain adaptive dictionary learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7575: 631-645. DOI: 10.1007/978-3-642-33765-9_45  0.668
2011 Ni J, Turaga P, Patel VM, Chellappa R. Example-driven manifold priors for image deconvolution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 3086-96. PMID 21518663 DOI: 10.1109/Tip.2011.2145386  0.655
2011 Turaga P, Veeraraghavan A, Srivastava A, Chellappa R. Statistical computations on Grassmann and Stiefel manifolds for image and video-based recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2273-86. PMID 21422487 DOI: 10.1109/Tpami.2011.52  0.751
2011 Turaga P, Ivanov YA. Diamond sentry: Integrating sensors and cameras for real-time monitoring of indoor spaces Ieee Sensors Journal. 11: 593-602. DOI: 10.1109/Jsen.2010.2050309  0.383
2011 Zhang Z, Klassen E, Srivastava A, Turaga P, Chellappa R. Blurring-invariant Riemannian metrics for comparing signals and images Proceedings of the Ieee International Conference On Computer Vision. 1770-1775. DOI: 10.1109/ICCV.2011.6126442  0.472
2011 Taheri S, Turaga P, Chellappa R. Towards view-invariant expression analysis using analytic shape manifolds 2011 Ieee International Conference On Automatic Face and Gesture Recognition and Workshops, Fg 2011. 306-313. DOI: 10.1109/FG.2011.5771415  0.63
2011 Chellappa R, Turaga P. Recent advances in age and height estimation from still images and video 2011 Ieee International Conference On Automatic Face and Gesture Recognition and Workshops, Fg 2011. 91-96. DOI: 10.1109/FG.2011.5771367  0.525
2011 Chellappa R, Turaga P. Advances in Video-Based Biometrics Advances in Computers. 83: 183-203. DOI: 10.1016/B978-0-12-385510-7.00004-7  0.567
2011 Shroff N, Turaga P, Chellappa R. Manifold Précis: An annealing technique for diverse sampling of manifolds Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.656
2010 Turaga P, Chellappa R. Nearest-neighbor search algorithms on non-euclidean manifolds for computer vision applications Acm International Conference Proceeding Series. 282-289. DOI: 10.1145/1924559.1924597  0.531
2010 Shroff N, Turaga P, Chellappa R. Video prcis: Highlighting diverse aspects of videos Ieee Transactions On Multimedia. 12: 853-868. DOI: 10.1109/Tmm.2010.2058795  0.66
2010 Turaga P, Biswas S, Chellappa R. The role of geometry in age estimation Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 946-949. DOI: 10.1109/ICASSP.2010.5495292  0.621
2010 Shroff N, Turaga P, Chellappa R. Moving vistas: Exploiting motion for describing scenes Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1911-1918. DOI: 10.1109/CVPR.2010.5539864  0.629
2010 Turaga PK, Chellappa R, Veeraraghavan A. Advances in Video-Based Human Activity Analysis: Challenges and Approaches Advances in Computers. 80: 237-290. DOI: 10.1016/S0065-2458(10)80007-5  0.7
2010 Gopalan R, Turaga P, Chellappa R. Articulation-invariant representation of non-planar shapes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6313: 286-299. DOI: 10.1007/978-3-642-15558-1_21  0.64
2010 Sankaranarayanan AC, Turaga PK, Baraniuk RG, Chellappa R. Compressive acquisition of dynamic scenes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6311: 129-142. DOI: 10.1007/978-3-642-15549-9_10  0.714
2010 Albanese M, Turaga P, Chellappa R, Pugliese A, Subrahmanian VS. Semantic video content analysis Studies in Computational Intelligence. 287: 147-176. DOI: 10.1007/978-3-642-12900-1_6  0.481
2010 Turaga P, Veeraraghavan A, Srivastava A, Chellappa R. Statistical analysis on manifolds and its applications to video analysis Studies in Computational Intelligence. 287: 115-144. DOI: 10.1007/978-3-642-12900-1_5  0.681
2010 Ni J, Turaga P, Patel VM, Chellappa R. Object dependent manifold priors for image deconvolution Optics Infobase Conference Papers.  0.605
2009 Chellappa R, Sankaranarayanan AC, Veeraraghavan A, Turaga P. Statistical methods and models for video-based tracking, modeling, and recognition Foundations and Trends in Signal Processing. 3: 1-151. DOI: 10.1561/2000000007  0.776
2009 Sankaranarayanan AC, Patro R, Turaga P, Varshney A, Chellappa R. Modeling and visualization of human activities for multicamera networks Eurasip Journal On Image and Video Processing. 2009. DOI: 10.1155/2009/259860  0.7
2009 Turaga P, Chellappa R. Locally time-invariant models of human activities using trajectories on the grassmannian 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 2435-2441. DOI: 10.1109/CVPRW.2009.5206710  0.535
2009 Turaga P, Veeraraghavan A, Chellappa R. Unsupervised view and rate invariant clustering of video sequences Computer Vision and Image Understanding. 113: 353-371. DOI: 10.1016/J.Cviu.2008.08.009  0.705
2008 Akdemir U, Turaga P, Chellappa R. An ontology based approach for activity recognition from video Mm'08 - Proceedings of the 2008 Acm International Conference On Multimedia, With Co-Located Symposium and Workshops. 709-712. DOI: 10.1145/1459359.1459466  0.527
2008 Albanese M, Chellappa R, Moscato V, Picariello A, Subrahmanian VS, Turaga P, Udrea O. A constrained probabilistic Petri Net framework for human activity detection in video Ieee Transactions On Multimedia. 10: 1429-1443. DOI: 10.1109/TMM.2008.2010417  0.555
2008 Albanese M, Chellappa R, Moscato V, Picariello A, Subrahmanian VS, Turaga P, Udrea O. A Constrained Probabilistic Petri Net Framework for Human Activity Detection in Video Ieee Transactions On Multimedia. 10: 982-996. DOI: 10.1109/Tmm.2008.2001369  0.603
2008 Turaga P, Chellappa R, Subrahmanian VS, Udrea O. Machine recognition of human activities: A survey Ieee Transactions On Circuits and Systems For Video Technology. 18: 1473-1488. DOI: 10.1109/Tcsvt.2008.2005594  0.607
2008 Turaga P, Chellappa R. Learning action dictionaries from video Proceedings - International Conference On Image Processing, Icip. 1704-1707. DOI: 10.1109/ICIP.2008.4712102  0.526
2008 Turaga P, Veeraraghavan A, Chellappa R. Statistical analysis on stiefel and grassmann manifolds with applications in computer vision 26th Ieee Conference On Computer Vision and Pattern Recognition, Cvpr. DOI: 10.1109/CVPR.2008.4587733  0.706
2008 Chellappa R, Cuntoor NP, Joo SW, Subrahmanian VS, Turaga P. Computational Vision Approaches for Event Modeling Understanding Events: From Perception to Action. DOI: 10.1093/acprof:oso/9780195188370.003.0021  0.775
2007 Turaga PK, Veeraraghavan A, Chellappa R. From videos to verbs: Mining videos for activities using a cascade of dynamical systems Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383170  0.657
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