Emrah Bostan

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 18

Top Topics

Image Reconstruction

Wavelet Coefficients

Top Venues

IEEE Signal Process. Lett.

Publications

Oliver Kingshott, Nick Antipa, Emrah Bostan, Kaan Aksit
Unrolled Primal-Dual Networks for Lensless Cameras. CoRR (2022)
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 (2020)
Michael R. Kellman, Kevin Zhang, Jonathan I. Tamir, Emrah Bostan, Michael Lustig, Laura Waller
Memory-efficient Learning for Large-scale Computational Imaging. CoRR (2020)
Nick Antipa, Patrick Oare, Emrah Bostan, Ren Ng, Laura Waller
Video from Stills: Lensless Imaging with Rolling Shutter. ICCP (2019)
Michael R. Kellman, Emrah Bostan, Michael Chen, Laura Waller
Data-Driven Design for Fourier Ptychographic Microscopy. ICCP (2019)
Michael R. Kellman, Emrah Bostan, Michael Chen, Laura Waller
Data-Driven Design for Fourier Ptychographic Microscopy. CoRR (2019)
Michael R. Kellman, Jonathan I. Tamir, Emrah Bostan, Michael Lustig, Laura Waller
Memory-efficient Learning for Large-scale Computational Imaging. CoRR (2019)
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) (2019)
Nick Antipa, Patrick Oare, Emrah Bostan, Ren Ng, Laura Waller
Video from Stills: Lensless Imaging with Rolling Shutter. CoRR (2019)
Ha Q. Nguyen, Emrah Bostan, Michael Unser
Learning Convex Regularizers for Optimal Bayesian Denoising. IEEE Trans. Signal Process. 66 (4) (2018)
Emrah Bostan, Mahdi Soltanolkotabi, David Ren, Laura Waller
Accelerated Wirtinger Flow for Multiplexed Fourier Ptychographic Microscopy. ICIP (2018)
Emrah Bostan, Ulugbek S. Kamilov, Laura Waller
Learning-based Image Reconstruction via Parallel Proximal Algorithm. CoRR (2018)
Emrah Bostan, Ulugbek S. Kamilov, Laura Waller
Learning-Based Image Reconstruction via Parallel Proximal Algorithm. IEEE Signal Process. Lett. 25 (7) (2018)
Michael R. Kellman, Emrah Bostan, Nicole A. Repina, Michael Lustig, Laura Waller
Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. CoRR (2018)
Ha Q. Nguyen, Emrah Bostan, Michael Unser
Learning Convex Regularizers for Optimal Bayesian Denoising. CoRR (2017)
Nick Antipa, Grace Kuo, Reinhard Heckel, Ben Mildenhall, Emrah Bostan, Ren Ng, Laura Waller
DiffuserCam: Lensless Single-exposure 3D Imaging. CoRR (2017)
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) (2016)
Pouria Tohidi, Emrah Bostan, Pedram Pad, Michael Unser
MMSE denoising of sparse and non-Gaussian AR(1) processes. ICASSP (2016)
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) (2015)
Julien Fageot, Emrah Bostan, Michael Unser
Wavelet Statistics of Sparse and Self-Similar Images. SIAM J. Imaging Sci. 8 (4) (2015)
Emrah Bostan, Michael Unser, John Paul Ward
Divergence-Free Wavelet Frames. IEEE Signal Process. Lett. 22 (8) (2015)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Variational Justification of Cycle Spinning for Wavelet-Based Solutions of Inverse Problems. IEEE Signal Process. Lett. 21 (11) (2014)
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)
Julien Fageot, Emrah Bostan, Michael Unser
Statistics of wavelet coefficients for sparse self-similar images. ICIP (2014)
Bugra Tekin, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Benefits of consistency in image denoising with steerable wavelets. ICASSP (2013)
Pouya Dehghani Tafti, Emrah Bostan, Michael Unser
Variational decomposition of vector fields in the presence of noise. ISBI (2013)
Emrah Bostan, Orestis Vardoulis, Davide Piccini, Pouya Dehghani Tafti, Nikos Stergiopulos, Michael Unser
Spatio-temporal regularization of flow-fields. ISBI (2013)
Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser
Sparse Stochastic Processes and Discretization of Linear Inverse Problems. IEEE Trans. Image Process. 22 (7) (2013)
Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20 (3) (2013)
Ulugbek Kamilov, Aurélien Bourquard, Emrah Bostan, Michael Unser
Autocalibrated signal reconstruction from linear measurements using adaptive GAMP. ICASSP (2013)
Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes. IEEE Trans. Signal Process. 61 (4) (2013)
Emrah Bostan, Ulugbek Kamilov, Masih Nilchian, Michael Unser
Sparse Stochastic Processes and Discretization of Linear Inverse Problems CoRR (2012)
Arash Amini, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Estimation for Continuous-Time Sparse Stochastic Processes CoRR (2012)
Emrah Bostan, Pouya Dehghani Tafti, Michael Unser
A dual algorithm for L1-regularized reconstruction of vector fields. ISBI (2012)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Generalized total variation denoising via augmented Lagrangian cycle spinning with Haar wavelets. ICASSP (2012)
Emrah Bostan, Ulugbek Kamilov, Michael Unser
Reconstruction of biomedical images and sparse stochastic modeling. ISBI (2012)
Ulugbek Kamilov, Emrah Bostan, Michael Unser
Wavelet Shrinkage With Consistent Cycle Spinning Generalizes Total Variation Denoising. IEEE Signal Process. Lett. 19 (4) (2012)