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Namrata Vaswani
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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
5912010
Kalman filtered compressed sensing
N Vaswani
2008 15th IEEE International Conference on Image Processing, 893-896, 2008
3702008
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
2982018
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
2792007
Recognition of dynamic hand gestures
A Ramamoorthy, N Vaswani, S Chaudhury, S Banerjee
Pattern Recognition 36 (9), 2069-2081, 2003
2302003
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
2132003
"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
1882005
LS-CS-residual (LS-CS): Compressive sensing on least squares residual
N Vaswani
IEEE Transactions on Signal Processing 58 (8), 4108-4120, 2010
1832010
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
1512014
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
1432005
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
1322014
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
1062010
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
932011
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
932007
Principal components null space analysis for image and video classification
N Vaswani, R Chellappa
IEEE Transactions on Image Processing 15 (7), 1816-1830, 2006
932006
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
91*2016
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
892016
Real-time robust principal components' pursuit
C Qiu, N Vaswani
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
822010
Static and dynamic robust PCA and matrix completion: A review
N Vaswani, P Narayanamurthy
Proceedings of the IEEE 106 (8), 1359-1379, 2018
78*2018
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
782009
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