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Ulugbek S. Kamilov
Ulugbek S. Kamilov
Assistant Professor, Computational Imaging Group (CIG), Washington University
Verified email at wustl.edu - Homepage
Title
Cited by
Cited by
Year
Learning Approach to Optical Tomography
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...
Optica 2 (6), 517-522, 2015
3152015
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
1652017
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
1522019
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
1432016
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
128*2012
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
1272019
Efficient and accurate inversion of multiple scattering with deep learning
Y Sun, Z Xia, US Kamilov
Optics Express 26 (11), 14678-14688, 2018
1192018
Learning optimal nonlinearities for iterative thresholding algorithms
US Kamilov, H Mansour
IEEE Signal Processing Letters 23 (5), 747-751, 2016
1172016
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
1082020
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
982012
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
832016
One-bit measurements with adaptive thresholds
US Kamilov, A Bourquard, A Amini, M Unser
IEEE Signal Processing Letters 19 (10), 607-610, 2012
822012
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
752018
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
682015
Block coordinate regularization by denoising
Y Sun, J Liu, US Kamilov
Advances in Neural Information Processing Systems 33, 382-392, 2019
632019
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
602016
A parallel proximal algorithm for anisotropic total variation minimization
US Kamilov
IEEE Transactions on Image Processing 26 (2), 539-548, 2017
552017
Scalable plug-and-play admm with convergence guarantees
Y Sun, Z Wu, X Xu, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging, 2021
502021
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
492012
Provable Convergence of Plug-and-Play Priors with MMSE denoisers
X Xu, Y Sun, J Liu, B Wohlberg, US Kamilov
IEEE Signal Processing Letters 27, 1280-1284, 2020
472020
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