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Ulugbek S. Kamilov
Ulugbek S. Kamilov
Assistant Professor, Computational Imaging Group (CIG), Washington University
Bestätigte E-Mail-Adresse bei wustl.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Learning Approach to Optical Tomography
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...
Optica 2 (6), 517-522, 2015
2812015
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
1422017
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
1352016
An online plug-and-play algorithm for regularized image reconstruction
Y Sun, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging 5 (3), 395-408, 2019
1282019
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
123*2012
Learning optimal nonlinearities for iterative thresholding algorithms
US Kamilov, H Mansour
IEEE Signal Processing Letters 23 (5), 747-751, 2016
1152016
Efficient and accurate inversion of multiple scattering with deep learning
Y Sun, Z Xia, US Kamilov
Optics Express 26 (11), 14678-14688, 2018
1112018
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
952012
Image restoration using total variation regularized deep image prior
J Liu, Y Sun, X Xu, US Kamilov
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
942019
One-bit measurements with adaptive thresholds
US Kamilov, A Bourquard, A Amini, M Unser
IEEE Signal Processing Letters 19 (10), 607-610, 2012
822012
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
802016
RARE: Image reconstruction using deep priors learned without groundtruth
J Liu, Y Sun, C Eldeniz, W Gan, H An, US Kamilov
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1088-1099, 2020
782020
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
722018
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
622015
Block coordinate regularization by denoising
Y Sun, J Liu, US Kamilov
Advances in Neural Information Processing Systems 33, 382-392, 2019
542019
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
542016
A parallel proximal algorithm for anisotropic total variation minimization
US Kamilov
IEEE Transactions on Image Processing 26 (2), 539-548, 2017
492017
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
482012
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
412013
SIMBA: Scalable inversion in optical tomography using deep denoising priors
Z Wu, Y Sun, A Matlock, J Liu, L Tian, US Kamilov
IEEE Journal of Selected Topics in Signal Processing 14 (6), 1163-1175, 2020
382020
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