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Journal Articles
- 2020
[j13]Michael R. Kellman
, Kevin Zhang, Eric Markley, Jonathan I. Tamir, Emrah Bostan, Michael Lustig, Laura Waller:
Memory-Efficient Learning for Large-Scale Computational Imaging. IEEE Trans. Computational Imaging 6: 1403-1414 (2020)- 2019
- [j12]Michael R. Kellman, Emrah Bostan, Nicole A. Repina, Laura Waller:
Physics-Based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. IEEE Trans. Computational Imaging 5(3): 344-353 (2019) - 2018
- [j11]Emrah Bostan, Ulugbek S. Kamilov, Laura Waller:
Learning-Based Image Reconstruction via Parallel Proximal Algorithm. IEEE Signal Process. Lett. 25(7): 989-993 (2018) - [j10]Ha Q. Nguyen, Emrah Bostan, Michael Unser:
Learning Convex Regularizers for Optimal Bayesian Denoising. IEEE Trans. Signal Process. 66(4): 1093-1105 (2018) - 2016
- [j9]Emrah Bostan, Emmanuel Froustey, Masih Nilchian, Daniel Sage, Michael Unser:
Variational Phase Imaging Using the Transport-of-Intensity Equation. IEEE Trans. Image Process. 25(2): 807-817 (2016) - 2015
- [j8]Julien Fageot, Emrah Bostan, Michael Unser:
Wavelet Statistics of Sparse and Self-Similar Images. SIAM J. Imaging Sci. 8(4): 2951-2975 (2015) - [j7]Emrah Bostan, Stamatios Lefkimmiatis, Orestis Vardoulis, Nikolaos Stergiopulos, Michael Unser:
Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. IEEE Signal Process. Lett. 22(6): 762-766 (2015) - [j6]Emrah Bostan, Michael Unser, John Paul Ward:
Divergence-Free Wavelet Frames. IEEE Signal Process. Lett. 22(8): 1142-1146 (2015) - 2014
- [j5]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. IEEE Signal Process. Lett. 21(11): 1326-1330 (2014) - 2013
- [j4]Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20(3): 249-252 (2013) - [j3]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. IEEE Trans. Image Process. 22(7): 2699-2710 (2013) - [j2]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. IEEE Trans. Signal Process. 61(4): 907-920 (2013) - 2012
- [j1]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. IEEE Signal Process. Lett. 19(4): 187-190 (2012)
Conference and Workshop Papers
- 2019
- [c13]Nick Antipa, Patrick Oare, Emrah Bostan, Ren Ng, Laura Waller:
Video from Stills: Lensless Imaging with Rolling Shutter. ICCP 2019: 1-8 - [c12]Michael R. Kellman, Emrah Bostan, Michael Chen, Laura Waller:
Data-Driven Design for Fourier Ptychographic Microscopy. ICCP 2019: 1-8 - 2018
- [c11]Emrah Bostan, Mahdi Soltanolkotabi, David Ren, Laura Waller:
Accelerated Wirtinger Flow for Multiplexed Fourier Ptychographic Microscopy. ICIP 2018: 3823-3827 - 2016
- [c10]Pouria Tohidi, Emrah Bostan, Pedram Pad, Michael Unser:
MMSE denoising of sparse and non-Gaussian AR(1) processes. ICASSP 2016: 4333-4337 - 2014
- [c9]Emrah Bostan, Emmanuel Froustey, Benjamin Rappaz, Etienne Shaffer, Daniel Sage, Michael Unser:
Phase retrieval by using transport-of-intensity equation and differential interference contrast microscopy. ICIP 2014: 3939-3943 - [c8]Julien Fageot, Emrah Bostan, Michael Unser:
Statistics of wavelet coefficients for sparse self-similar images. ICIP 2014: 6096-6100 - 2013
- [c7]Bugra Tekin, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Benefits of consistency in image denoising with steerable wavelets. ICASSP 2013: 1355-1358 - [c6]Ulugbek Kamilov, Aurélien Bourquard, Emrah Bostan, Michael Unser:
Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. ICASSP 2013: 5925-5928 - [c5]Emrah Bostan, Orestis Vardoulis, Davide Piccini, Pouya Dehghani Tafti, Nikos Stergiopulos, Michael Unser:
Spatio-temporal regularization of flow-fields. ISBI 2013: 836-839 - [c4]Pouya Dehghani Tafti, Emrah Bostan, Michael Unser:
Variational decomposition of vector fields in the presence of noise. ISBI 2013: 1174-1177 - 2012
- [c3]Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. ICASSP 2012: 909-912 - [c2]Emrah Bostan, Ulugbek Kamilov, Michael Unser:
Reconstruction of biomedical images and sparse stochastic modeling. ISBI 2012: 880-883 - [c1]Emrah Bostan, Pouya Dehghani Tafti, Michael Unser:
A dual algorithm for L1-regularized reconstruction of vector fields. ISBI 2012: 1579-1582
Informal and Other Publications
- 2022
- [i11]Oliver Kingshott, Nick Antipa, Emrah Bostan, Kaan Aksit:
Unrolled Primal-Dual Networks for Lensless Cameras. CoRR abs/2203.04353 (2022) - 2020
- [i10]Michael R. Kellman, Kevin Zhang, Jonathan I. Tamir, Emrah Bostan, Michael Lustig, Laura Waller:
Memory-efficient Learning for Large-scale Computational Imaging. CoRR abs/2003.05551 (2020) - 2019
- [i9]Michael R. Kellman, Emrah Bostan, Michael Chen, Laura Waller:
Data-Driven Design for Fourier Ptychographic Microscopy. CoRR abs/1904.04175 (2019) - [i8]Nick Antipa, Patrick Oare, Emrah Bostan, Ren Ng, Laura Waller:
Video from Stills: Lensless Imaging with Rolling Shutter. CoRR abs/1905.13221 (2019) - [i7]Michael R. Kellman, Jonathan I. Tamir, Emrah Bostan, Michael Lustig, Laura Waller:
Memory-efficient Learning for Large-scale Computational Imaging. CoRR abs/1912.05098 (2019) - 2018
- [i6]Emrah Bostan, Ulugbek S. Kamilov, Laura Waller:
Learning-based Image Reconstruction via Parallel Proximal Algorithm. CoRR abs/1801.09518 (2018) - [i5]Michael R. Kellman, Emrah Bostan, Nicole A. Repina, Michael Lustig, Laura Waller:
Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. CoRR abs/1808.03571 (2018) - 2017
- [i4]Ha Q. Nguyen, Emrah Bostan, Michael Unser:
Learning Convex Regularizers for Optimal Bayesian Denoising. CoRR abs/1705.05591 (2017) - [i3]Nick Antipa, Grace Kuo, Reinhard Heckel, Ben Mildenhall, Emrah Bostan, Ren Ng, Laura Waller:
DiffuserCam: Lensless Single-exposure 3D Imaging. CoRR abs/1710.02134 (2017) - 2012
- [i2]Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser:
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. CoRR abs/1210.5394 (2012) - [i1]Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser:
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. CoRR abs/1210.5839 (2012)
Coauthor Index
aka: Ulugbek S. Kamilov
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