Ulugbek S. Kamilov
Ulugbek S. Kamilov
Assistant Professor, Computational Imaging Group, Washington University, USA
Verified email at wustl.edu - Homepage
TitleCited byYear
Learning Approach to Optical Tomography
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...
Optica 2 (6), 517-522, 2015
1402015
Message-Passing De-Quantization with Applications to Compressed Sensing
US Kamilov, VK Goyal, S Rangan
IEEE Transactions on Signal Processing 60 (12), 6270-6281, 2012
115*2012
Approximate message passing with consistent parameter estimation and applications to sparse learning
US Kamilov, S Rangan, AK Fletcher, M Unser
Proc. NIPS 2012, 2447-2455, 2012
742012
Optical tomographic image reconstruction based on beam propagation and sparse regularization
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...
IEEE Transactions on Computational Imaging 2 (1), 59-70, 2016
662016
Learning optimal nonlinearities for iterative thresholding algorithms
US Kamilov, H Mansour
IEEE Signal Processing Letters 23 (5), 747-751, 2016
642016
One-bit measurements with adaptive thresholds
US Kamilov, A Bourquard, A Amini, M Unser
IEEE Signal Processing Letters 19 (10), 607-610, 2012
612012
Inference for generalized linear models via alternating directions and Bethe free energy minimization
S Rangan, AK Fletcher, P Schniter, US Kamilov
IEEE Transactions on Information Theory 63 (1), 676-697, 2015
412015
A Plug-and-Play Priors Approach for Solving Nonlinear Imaging Inverse Problems
US Kamilov, H Mansour, B Wohlberg
IEEE Signal Processing Letters 24 (12), 1872-1876, 2017
382017
Wavelet shrinkage with consistent cycle spinning generalizes total variation denoising
US Kamilov, E Bostan, M Unser
IEEE Signal Processing Letters 19 (4), 187-190, 2012
382012
A recursive Born approach to nonlinear inverse scattering
US Kamilov, D Liu, H Mansour, PT Boufounos
IEEE Signal Processing Letters 23 (8), 1052-1056, 2016
362016
Autocalibration of lidar and optical cameras via edge alignment
J Castorena, US Kamilov, PT Boufounos
IEEE Int. Conf. on Acoustics, Speech, and Signal Process. (ICASSP 2016, 2016
362016
Sparse stochastic processes and discretization of linear inverse problems
E Bostan, US Kamilov, M Nilchian, M Unser
IEEE Transactions on Image Processing 22 (7), 2699--2710, 2013
332013
Optimal quantization for compressive sensing under message passing reconstruction
US Kamilov, VK Goyal, S Rangan
IEEE International Symposium on Information Theory (ISIT 2011), 459-463, 2011
322011
Efficient and accurate inversion of multiple scattering with deep learning
Y Sun, Z Xia, US Kamilov
Optics Express 26 (11), 14678-14688, 2018
312018
SEAGLE: Sparsity-driven image reconstruction under multiple scattering
HY Liu, D Liu, H Mansour, PT Boufounos, L Waller, US Kamilov
IEEE Transactions on Computational Imaging 4 (1), 73-86, 2018
312018
A parallel proximal algorithm for anisotropic total variation minimization
US Kamilov
IEEE Transactions on Image Processing 26 (2), 539-548, 2017
252017
An online plug-and-play algorithm for regularized image reconstruction
Y Sun, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging, 2019
242019
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning
A Kazerouni, US Kamilov, E Bostan, M Unser
IEEE Signal Processing Letters 20 (3), 249--252, 2013
202013
MMSE Estimation of Sparse Lévy Processes
US Kamilov, P Pad, A Amini, M Unser
IEEE Transactions on Signal Processing 61 (01), 137-147, 2013
202013
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes
A Amini, US Kamilov, E Bostan, M Unser
IEEE Transactions on Signal Processing 61 (4), 907-920, 2013
182013
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