Rebecca Willett
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Verifierad e-postadress på - Startsida
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Single disperser design for coded aperture snapshot spectral imaging
A Wagadarikar, R John, R Willett, D Brady
Applied optics 47 (10), B44-B51, 2008
Single-shot compressive spectral imaging with a dual-disperser architecture
ME Gehm, R John, DJ Brady, RM Willett, TJ Schulz
Optics express 15 (21), 14013-14027, 2007
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
Backcasting: adaptive sampling for sensor networks
R Willett, A Martin, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 2004
Compressed sensing for practical optical imaging systems: a tutorial
RM Willett, RF Marcia, JM Nichols
Optical Engineering 50 (7), 072601, 2011
Poisson noise reduction with non-local PCA
J Salmon, Z Harmany, CA Deledalle, R Willett
Journal of mathematical imaging and vision 48 (2), 279-294, 2014
This is SPIRAL-TAP: Sparse Poisson intensity reconstruction algorithms—theory and practice
ZT Harmany, RF Marcia, RM Willett
IEEE Transactions on Image Processing 21 (3), 1084-1096, 2011
Sparsity and structure in hyperspectral imaging: Sensing, reconstruction, and target detection
RM Willett, MF Duarte, MA Davenport, RG Baraniuk
IEEE signal processing magazine 31 (1), 116-126, 2013
Faster rates in regression via active learning
R Willett, R Nowak, RM Castro
Advances in Neural Information Processing Systems, 179-186, 2006
Compressed sensing performance bounds under Poisson noise
M Raginsky, RM Willett, ZT Harmany, RF Marcia
IEEE Transactions on Signal Processing 58 (8), 3990-4002, 2010
Multiscale Poisson intensity and density estimation
RM Willett, RD Nowak
IEEE Transactions on Information Theory 53 (9), 3171-3187, 2007
Compressive coded aperture superresolution image reconstruction
RF Marcia, RM Willett
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
Estimating inhomogeneous fields using wireless sensor networks
R Nowak, U Mitra, R Willett
IEEE Journal on Selected Areas in Communications 22 (6), 999-1006, 2004
Compressive coded aperture video reconstruction
RF Marcia, RM Willett
2008 16th European Signal Processing Conference, 1-5, 2008
Online convex optimization in dynamic environments
EC Hall, RM Willett
IEEE Journal of Selected Topics in Signal Processing 9 (4), 647-662, 2015
Compressive coded aperture imaging
RF Marcia, ZT Harmany, RM Willett
Computational Imaging VII 7246, 72460G, 2009
Multi-excitation Raman spectroscopy technique for fluorescence rejection
ST McCain, RM Willett, DJ Brady
Optics Express 16 (15), 10975-10991, 2008
Thin infrared imaging systems through multichannel sampling
M Shankar, R Willett, N Pitsianis, T Schulz, R Gibbons, R Te Kolste, ...
Applied optics 47 (10), B1-B10, 2008
Change-point detection for high-dimensional time series with missing data
Y Xie, J Huang, R Willett
IEEE Journal of Selected Topics in Signal Processing 7 (1), 12-27, 2012
Minimax optimal level-set estimation
RM Willett, RD Nowak
IEEE Transactions on Image Processing 16 (12), 2965-2979, 2007
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