Robert D Nowak
Robert D Nowak
Nosbusch Professor in Engineering and Wisconsin Institute for Discovery, UW-Madison
Verified email at ece.wisc.edu - Homepage
Title
Cited by
Cited by
Year
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
MAT Figueiredo, RD Nowak, SJ Wright
IEEE Journal of selected topics in signal processing 1 (4), 586-597, 2007
35652007
Wavelet-based statistical signal processing using hidden Markov models
MS Crouse, RD Nowak, RG Baraniuk
IEEE Transactions on signal processing 46 (4), 886-902, 1998
22901998
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
IEEE Transactions on signal processing 57 (7), 2479-2493, 2009
18882009
An EM algorithm for wavelet-based image restoration
MAT Figueiredo, RD Nowak
IEEE Transactions on Image Processing 12 (8), 906-916, 2003
12422003
Compressed channel sensing: A new approach to estimating sparse multipath channels
WU Bajwa, J Haupt, AM Sayeed, R Nowak
Proceedings of the IEEE 98 (6), 1058-1076, 2010
10222010
Distributed optimization in sensor networks
M Rabbat, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 2004
8442004
Signal reconstruction from noisy random projections
J Haupt, R Nowak
IEEE Transactions on Information Theory 52 (9), 4036-4048, 2006
6992006
Wavelet-based Rician noise removal for magnetic resonance imaging
RD Nowak
IEEE Transactions on Image Processing 8 (10), 1408-1419, 1999
6931999
Internet tomography
A Coates, AO Hero III, R Nowak, B Yu
IEEE Signal processing magazine 19 (3), 47-65, 2002
6532002
Compressed sensing for networked data
J Haupt, WU Bajwa, M Rabbat, R Nowak
IEEE Signal Processing Magazine 25 (2), 92-101, 2008
6092008
Network tomography: Recent developments
R Castro, M Coates, G Liang, R Nowak, B Yu
Statistical science, 499-517, 2004
5612004
Majorization–minimization algorithms for wavelet-based image restoration
MAT Figueiredo, JM Bioucas-Dias, RD Nowak
IEEE Transactions on Image processing 16 (12), 2980-2991, 2007
5142007
Toeplitz compressed sensing matrices with applications to sparse channel estimation
J Haupt, WU Bajwa, G Raz, R Nowak
IEEE transactions on information theory 56 (11), 5862-5875, 2010
4862010
Compressive wireless sensing
W Bajwa, J Haupt, A Sayeed, R Nowak
Proceedings of the 5th international conference on Information processing in …, 2006
4392006
Toeplitz-structured compressed sensing matrices
WU Bajwa, JD Haupt, GM Raz, SJ Wright, RD Nowak
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 294-298, 2007
3912007
Online identification and tracking of subspaces from highly incomplete information
L Balzano, R Nowak, B Recht
2010 48th Annual allerton conference on communication, control, and …, 2010
3812010
Quantized incremental algorithms for distributed optimization
MG Rabbat, RD Nowak
IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005
3462005
Platelets: a multiscale approach for recovering edges and surfaces in photon-limited medical imaging
RM Willett, RD Nowak
IEEE Transactions on Medical Imaging 22 (3), 332-350, 2003
3182003
Adaptive wavelet transforms via lifting
RL Claypoole, RG Baraniuk, RD Nowak
Proceedings of the 1998 IEEE International Conference on Acoustics, Speech …, 1998
3121998
Distributed EM algorithms for density estimation and clustering in sensor networks
RD Nowak
IEEE transactions on signal processing 51 (8), 2245-2253, 2003
2982003
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