Namrata Vaswani - Google Scholar

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Citations	4288	2150
h-index	34	25
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Wei LuStaff Algorithm Engineer at KLAVerified email at kla-tencor.com
Praneeth NarayanamurthyIowa State UniversityVerified email at iastate.edu
Rama ChellappaProfessor, ECE, Affiliate Professor, CS, UMD, College ParkVerified email at cfar.umd.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
Amit K. Roy-ChowdhuryProfessor and Bourns Family Faculty Fellow, UC RiversideVerified email at ece.ucr.edu
Han GuoIowa State UniversityVerified email at iastate.edu
Jinchun ZhanPhD of Electrical Engineering, Iowa State UniversityVerified email at alumni.iastate.edu
Samarjit DasPrincipal Scientist, Senior Research Manager at BoschVerified email at cs.cmu.edu
Seyedehsara NayerPh.D. CandidateVerified email at iastate.edu
Thierry BOUWMANSAssociate ProfessorVerified email at univ-lr.fr
Aditya RamamoorthyProfessor, Department of Electrical and Computer Engineering, Iowa State UniversityVerified email at iastate.edu
Sajid JavedResearch Scientist at KUCARS, Abu Dhabi, UAEVerified email at ku.ac.ae
Amit KaleComputer Vision, Bosch Corporate Research and Technology Center,IndiaVerified email at in.bosch.com
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il
Ian C AtkinsonCenter for Magnetic Resonance Research at University of IllinoisVerified email at uic.edu
Santanu ChaudhuryIIT DelhiVerified email at ee.iitd.ac.in
Zhengyu ChenResearch Assistant, Iowa State UniversityVerified email at iastate.edu
Gauri JagatapPhD Student, New York UniversityVerified email at nyu.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	516	2010
Kalman filtered compressed sensing N Vaswani 2008 15th IEEE International Conference on Image Processing, 893-896, 2008	323	2008
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	257	2007
Recognition of dynamic hand gestures A Ramamoorthy, N Vaswani, S Chaudhury, S Banerjee Pattern Recognition 36 (9), 2069-2081, 2003	210	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	192	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	170	2005
LS-CS-residual (LS-CS): compressive sensing on least squares residual N Vaswani IEEE Transactions on Signal Processing 58 (8), 4108-4120, 2010	153	2010
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	131	2005
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	122	2014
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	110	2018
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	107	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	93	2010
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	88	2007
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	86	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	83	2006
Real-time robust principal components' pursuit C Qiu, N Vaswani 2010 48th Annual Allerton Conference on Communication, Control, and …, 2010	73	2010
Online (and offline) robust PCA: Novel algorithms and performance guarantees J Zhan, B Lois, H Guo, N Vaswani Artificial Intelligence and Statistics, 1488-1496, 2016	72*	2016
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	72	2009
Modified compressive sensing for real-time dynamic MR imaging W Lu, N Vaswani 2009 16th IEEE International Conference on Image Processing (ICIP), 3045-3048, 2009	66	2009
Particle filtering for large-dimensional state spaces with multimodal observation likelihoods N Vaswani IEEE Transactions on Signal Processing 56 (10), 4583-4597, 2008	59	2008

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