Rebecca Willett
Rebecca Willett
University of Chicago, Professor of Statistics and Computer Science
Verified email at - Homepage
Cited by
Cited by
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
Deep learning techniques for inverse problems in imaging
G Ongie, A Jalal, CA Metzler, RG Baraniuk, AG Dimakis, R Willett
IEEE Journal on Selected Areas in Information Theory 1 (1), 39-56, 2020
Poisson noise reduction with non-local PCA
J Salmon, Z Harmany, CA Deledalle, R Willett
Journal of mathematical imaging and vision 48, 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
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), 072601-072601-13, 2011
Online convex optimization in dynamic environments
EC Hall, RM Willett
IEEE Journal of Selected Topics in Signal Processing 9 (4), 647-662, 2015
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, R Castro
Advances in Neural Information Processing Systems 18, 2005
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
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
Neumann networks for linear inverse problems in imaging
D Gilton, G Ongie, R Willett
IEEE Transactions on Computational Imaging 6, 328-343, 2019
Compressive coded aperture imaging
RF Marcia, ZT Harmany, RM Willett
Computational Imaging VII 7246, 106-118, 2009
Compressive coded aperture video reconstruction
RF Marcia, RM Willett
2008 16th European Signal Processing Conference, 1-5, 2008
Multi-excitation Raman spectroscopy technique for fluorescence rejection
ST McCain, RM Willett, DJ Brady
Optics Express 16 (15), 10975-10991, 2008
The system can't perform the operation now. Try again later.
Articles 1–20