Spremljaj
Ulugbek S. Kamilov
Ulugbek S. Kamilov
Associate Professor, Computational Imaging Group, Washington University in St. Louis (WashU)
Preverjeni e-poštni naslov na wustl.edu - Domača stran
Naslov
Navedeno
Navedeno
Leto
Learning Approach to Optical Tomography
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...
Optica 2 (6), 517-522, 2015
3852015
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
2562017
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
2422019
Image restoration using total variation regularized deep image prior
J Liu, Y Sun, X Xu, US Kamilov
Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP), 7715-7719, 2019
2392019
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging: Theory, algorithms, and applications
US Kamilov, CA Bouman, GT Buzzard, B Wohlberg
IEEE Signal Processing Magazine 40 (1), 85-97, 2023
1952023
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
1952016
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
1822020
Efficient and accurate inversion of multiple scattering with deep learning
Y Sun, Z Xia, US Kamilov
Optics Express 26 (11), 14678-14688, 2018
1632018
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
138*2012
CoIL: Coordinate-based internal learning for tomographic imaging
Y Sun, J Liu, M Xie, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging 7, 1400-1412, 2021
133*2021
Learning optimal nonlinearities for iterative thresholding algorithms
US Kamilov, H Mansour
IEEE Signal Processing Letters 23 (5), 747-751, 2016
1242016
Autocalibration of lidar and optical cameras via edge alignment
J Castorena, US Kamilov, PT Boufounos
Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process. (ICASSP), 2862-2866, 2016
1202016
Block coordinate regularization by denoising
Y Sun, J Liu, US Kamilov
Proc. Adv. Neural Inf. Process. Syst. (NeurIPS), 382-392, 2019
1022019
Approximate message passing with consistent parameter estimation and applications to sparse learning
US Kamilov, S Rangan, AK Fletcher, M Unser
Proc. Adv. Neural Inf. Process. Syst. (NeurIPS), 2447-2455, 2012
1022012
Scalable plug-and-play admm with convergence guarantees
Y Sun, Z Wu, X Xu, B Wohlberg, US Kamilov
IEEE Transactions on Computational Imaging, 2021
1012021
Recovery of continuous 3D refractive index maps from discrete intensity-only measurements using neural fields
R Liu, Y Sun, J Zhu, L Tian, US Kamilov
Nature Machine Intelligence 4 (9), 781-791, 2022
95*2022
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
932018
One-bit measurements with adaptive thresholds
US Kamilov, A Bourquard, A Amini, M Unser
IEEE Signal Processing Letters 19 (10), 607-610, 2012
922012
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
862020
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
792015
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