Namrata Vaswani

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Praneeth NarayanamurthyUniversity of Southern CaliforniaVerified email at usc.edu
Wei LuStaff Algorithm Engineer at Apple Inc.Verified email at apple.com
Ramalingam ChellappaBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Allen TannenbaumDistinguished Professor, Computer Science/Applied Mathematics, Stony Brook UniversityVerified email at stonybrook.edu
Yogesh RathiAssociate Professor, Harvard Medical SchoolVerified email at bwh.harvard.edu
Anthony YezziProfessor of Electrical and Computer Engineering, Georgia TechVerified email at ece.gatech.edu
Thierry BOUWMANSLaboratoire MIA, La Rochelle UniversitéVerified email at univ-lr.fr
Jinchun ZhanPhD of Electrical Engineering, Iowa State UniversityVerified email at alumni.iastate.edu
Amit K. Roy-ChowdhuryProfessor and UC Presidential Chair, UC Riverside; Fellow IEEE, IAPRVerified email at ece.ucr.edu
Han GuoAdobeVerified email at adobe.com
Aditya RamamoorthyNorthrop Grumman Professor, Department of Electrical and Computer Engineering, Iowa State UniversityVerified email at iastate.edu
Samarjit DasDirector of Bosch Research PittsburghVerified email at cs.cmu.edu
Sajid JavedAssistant Professor, Khalifa University of Science and Technology, UAEVerified email at ku.ac.ae
Zhengyu ChenResearch Scientist, MetaVerified email at fb.com
Gauri JagatapSenior Researcher, Dolby LaboratoriesVerified email at dolby.com
Chinmay HegdeNew York UniversityVerified email at nyu.edu
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il
shana moothedathAssistant Professor, Iowa State UniversityVerified email at iastate.edu
Amit KaleAI/ML,Bosch Research IndiaVerified email at in.bosch.com
Ian C AtkinsonCenter for Magnetic Resonance Research at University of IllinoisVerified email at uic.edu

Namrata Vaswani

Professor, Iowa State University

Verified email at iastate.edu - Homepage

signal processing statistical machine learning - robust PCA phase retrieval


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Modified-CS: Modifying compressive sensing for problems with partially known support N Vaswani, W Lu IEEE Transactions on Signal Processing 58 (9), 4595-4607, 2010	623	2010
Kalman filtered compressed sensing N Vaswani 2008 15th IEEE International Conference on Image Processing, 893-896, 2008	382	2008
Robust subspace learning: Robust PCA, robust subspace tracking, and robust subspace recovery N Vaswani, T Bouwmans, S Javed, P Narayanamurthy IEEE signal processing magazine 35 (4), 32-55, 2018	362	2018
Tracking deforming objects using particle filtering for geometric active contours Y Rathi, N Vaswani, A Tannenbaum, A Yezzi IEEE transactions on pattern analysis and machine intelligence 29 (8), 1470-1475, 2007	276	2007
Recognition of dynamic hand gestures A Ramamoorthy, N Vaswani, S Chaudhury, S Banerjee Pattern Recognition 36 (9), 2069-2081, 2003	239	2003
Activity recognition using the dynamics of the configuration of interacting objects N Vaswani, AR Chowdhury, R Chellappa 2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003	216	2003
"Shape Activity": A Continuous State HMM for Moving/Deforming Shapes with Application to Abnormal Activity Detection N Vaswani, AK Roy-Chowdhury, R Chellappa Image Processing, IEEE Transactions on 14 (10), 1603-1616, 2005	191	2005
LS-CS-residual (LS-CS): Compressive sensing on least squares residual N Vaswani IEEE Transactions on Signal Processing 58 (8), 4108-4120, 2010	189	2010
An online algorithm for separating sparse and low-dimensional signal sequences from their sum H Guo, C Qiu, N Vaswani Signal Processing, IEEE Transactions on 62 (16), 4284 - 4297, 2014	163	2014
Particle filtering for geometric active contours with application to tracking moving and deforming objects Y Rathi, N Vaswani, A Tannenbaum, A Yezzi 2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005	143	2005
Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise C Qiu, N Vaswani, B Lois, L Hogben Information Theory, IEEE Transactions on, 5007 - 5039, 2014	133	2014
Modified basis pursuit denoising (modified-bpdn) for noisy compressive sensing with partially known support W Lu, N Vaswani 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010	109	2010
Static and dynamic robust PCA and matrix completion: A review N Vaswani, P Narayanamurthy Proceedings of the IEEE 106 (8), 1359-1379, 2018	98	2018
Regularized modified BPDN for noisy sparse reconstruction with partial erroneous support and signal value knowledge W Lu, N Vaswani IEEE Transactions on Signal Processing 60 (1), 182-196, 2011	97	2011
Principal components null space analysis for image and video classification N Vaswani, R Chellappa IEEE Transactions on Image Processing 15 (7), 1816-1830, 2006	95	2006
Recursive recovery of sparse signal sequences from compressive measurements: A review N Vaswani, J Zhan IEEE Transactions on Signal Processing 64 (13), 3523-3549, 2016	94	2016
A generic framework for tracking using particle filter with dynamic shape prior Y Rathi, N Vaswani, A Tannenbaum IEEE Transactions on Image Processing 16 (5), 1370-1382, 2007	89	2007
Rethinking PCA for modern data sets: Theory, algorithms, and applications [scanning the issue] N Vaswani, Y Chi, T Bouwmans Proceedings of the IEEE 106 (8), 1274-1276, 2018	87	2018
Real-time robust principal components' pursuit C Qiu, N Vaswani 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010	84	2010
Real-time dynamic MR image reconstruction using Kalman filtered compressed sensing C Qiu, W Lu, N Vaswani 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009	77	2009

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