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Namrata Vaswani, Ph.D. - Publications

Affiliations: 
2004 University of Maryland, College Park, College Park, MD 
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33 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 Jagatap G, Chen Z, Nayer S, Hegde C, Vaswani N. Sample Efficient Fourier Ptychography for Structured Data Ieee Transactions On Computational Imaging. 6: 344-357. DOI: 10.1109/Tci.2019.2948758  0.301
2019 Narayanamurthy P, Daneshpajooh V, Vaswani N. Provable Subspace Tracking From Missing Data and Matrix Completion Ieee Transactions On Signal Processing. 67: 4245-4260. DOI: 10.1109/Tsp.2019.2924595  0.383
2019 Narayanamurthy P, Vaswani N. Provable Dynamic Robust PCA or Robust Subspace Tracking Ieee Transactions On Information Theory. 65: 1547-1577. DOI: 10.1109/Tit.2018.2872023  0.419
2018 Vaswani N, Bouwmans T, Javed S, Narayanamurthy P. Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Ieee Signal Processing Magazine. 35: 32-55. DOI: 10.1109/Msp.2018.2826566  0.379
2018 Guo H, Vaswani N. Video Denoising via Dynamic Video Layering Ieee Signal Processing Letters. 25: 1009-1013. DOI: 10.1109/Lsp.2018.2833429  0.328
2018 Bouwmans T, Vaswani N, Rodriguez P, Vidal R, Lin Z. Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications Ieee Journal of Selected Topics in Signal Processing. 12: 1127-1130. DOI: 10.1109/Jstsp.2018.2879245  0.315
2018 Vaswani N, Narayanamurthy P. Static and Dynamic Robust PCA and Matrix Completion: A Review Arxiv: Information Theory. 106: 1359-1379. DOI: 10.1109/Jproc.2018.2844126  0.376
2017 Vaswani N, Nayer S, Eldar YC. Low-Rank Phase Retrieval Ieee Transactions On Signal Processing. 65: 4059-4074. DOI: 10.1109/Tsp.2017.2684758  0.316
2016 Vaswani N, Zhan J. Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review Ieee Transactions On Signal Processing. 64: 3523-3549. DOI: 10.1109/Tsp.2016.2539138  0.346
2015 Zhan J, Vaswani N. Robust PCA with partial subspace knowledge Ieee Transactions On Signal Processing. 63: 3332-3347. DOI: 10.1109/Tsp.2015.2421485  0.344
2015 Zhan J, Vaswani N. Time invariant error bounds for modified-CS-based sparse signal sequence recovery Ieee Transactions On Information Theory. 61: 1389-1409. DOI: 10.1109/Tit.2015.2392094  0.356
2014 Guo H, Qiu C, Vaswani N. An online algorithm for separating sparse and low-dimensional signal sequences from their sum Ieee Transactions On Signal Processing. 62: 4284-4297. DOI: 10.1109/Tsp.2014.2331612  0.398
2014 Qiu C, Vaswani N, Lois B, Hogben L. Recursive robust PCA or recursive sparse recovery in large but structured noise Ieee Transactions On Information Theory. 60: 5007-5039. DOI: 10.1109/Tit.2014.2331344  0.435
2013 Sarkar R, Das S, Vaswani N. Tracking sparse signal sequences from nonlinear/non-Gaussian measurements and applications in illumination-motion tracking Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6615-6619. DOI: 10.1109/ICASSP.2013.6638941  0.309
2012 Das S, Kale A, Vaswani N. Particle filter with a mode tracker for visual tracking across illumination changes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 2340-6. PMID 22067364 DOI: 10.1109/Tip.2011.2174370  0.585
2012 Lu W, Vaswani N. Regularized modified BPDN for noisy sparse reconstruction with partial erroneous support and signal value knowledge Ieee Transactions On Signal Processing. 60: 182-196. DOI: 10.1109/Tsp.2011.2170981  0.307
2010 Das S, Vaswani N. Nonstationary shape activities: dynamic models for landmark shape change and applications. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 579-92. PMID 20224116 DOI: 10.1109/Tpami.2009.94  0.443
2010 Vaswani N, Rathi Y, Yezzi A, Tannenbaum A. Deform PF-MT: particle filter with mode tracker for tracking nonaffine contour deformations. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 841-57. PMID 19933014 DOI: 10.1109/Tip.2009.2037465  0.384
2010 Vaswani N. LS-CS-residual (LS-CS): Compressive sensing on least squares residual Ieee Transactions On Signal Processing. 58: 4108-4120. DOI: 10.1109/Tsp.2010.2048105  0.333
2008 Vaswani N. Particle filtering for large-dimensional state spaces with multimodal observation likelihoods Ieee Transactions On Signal Processing. 56: 4583-4597. DOI: 10.1109/Tsp.2008.925969  0.391
2007 Rathi Y, Vaswani N, Tannenbaum A, Yezzi A. Tracking deforming objects using particle filtering for geometric active contours. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 1470-5. PMID 17568149 DOI: 10.1109/Tpami.2007.1081  0.405
2007 Rathi Y, Vaswani N, Tannenbaum A. A generic framework for tracking using particle filter with dynamic shape prior. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 16: 1370-82. PMID 17491466 DOI: 10.1109/Tip.2007.894244  0.408
2007 Vaswani N. Additive change detection in nonlinear systems with unknown change parameters Ieee Transactions On Signal Processing. 55: 859-872. DOI: 10.1109/Tsp.2006.887111  0.365
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  0.617
2006 Vaswani N, Chellappa R. Principal components null space analysis for image and video classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 1816-30. PMID 16830904 DOI: 10.1109/Tip.2006.873449  0.507
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  0.589
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  0.634
2005 Vaswani N, Chellappa R. Non-stationary "shape activities" Proceedings of the 44th Ieee Conference On Decision and Control, and the European Control Conference, Cdc-Ecc '05. 2005: 1521-1528. DOI: 10.1109/CDC.2005.1582374  0.41
2005 Rathi Y, Vaswani N, Tannenbaum A, Yezzi A. Particle filtering for geometric active contours with application to tracking moving and deforming objects Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 2-9.  0.339
2004 Vaswani N, Chellappa R. Classification probability analysis of principal component null space analysis Proceedings - International Conference On Pattern Recognition. 1: 240-243. DOI: 10.1109/ICPR.2004.1334068  0.359
2003 Ramamoorthy A, Vaswani N, Chaudhury S, Banerjee S. Recognition of dynamic hand gestures Pattern Recognition. 36: 2069-2081. DOI: 10.1016/S0031-3203(03)00042-6  0.385
2003 Vaswani N, Chowdhury AR, Chellappa R. Activity recognition using the dynamics of the configuration of interacting objects Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: II/633-II/640.  0.359
2003 Vaswani N, Roy Chowdhury A, Chellappa R. Statistical shape theory for activity modeling Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3: 493-496.  0.352
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