עקוב אחר
Ulugbek S. Kamilov
Ulugbek S. Kamilov
Associate Professor, Computational Imaging Group, Washington University in St. Louis (WashU)
כתובת אימייל מאומתת בדומיין wustl.edu - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Learning Approach to Optical Tomography‏
US Kamilov, IN Papadopoulos, MH Shoreh, A Goy, C Vonesch, M Unser, ...‏
Optica 2 (6), 517-522, 2015‏
3842015
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
2362019
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
1932016
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
1902023
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
1802020
Efficient and accurate inversion of multiple scattering with deep learning‏
Y Sun, Z Xia, US Kamilov‏
Optics Express 26 (11), 14678-14688, 2018‏
1612018
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
137*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
132*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
1192016
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
912012
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
DOLCE: A model-based probabilistic diffusion framework for limited-angle ct reconstruction‏
J Liu, R Anirudh, JJ Thiagarajan, S He, KA Mohan, US Kamilov, H Kim‏
Proc. IEEE/CVF International Conference on Computer Vision (ICCV), 10498-10508, 2023‏
782023
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מאמרים 1–20