Deep iterative reconstruction for phase retrieval

Resolution enhancement of wide-field interferometric microscopy by coupled deep autoencoders

(2018) Çağatay Işil et al.   APPLIED OPTICS

Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

(2018) Alice Lucas et al.   IEEE SIGNAL PROCESSING MAGAZINE

PhaseMax: Convex Phase Retrieval via Basis Pursuit

(2018) Tom Goldstein et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning approach for Fourier ptychography microscopy

(2018) Thanh Nguyen et al.   OPTICS EXPRESS

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models

(2017) Kede Ma et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

(2017) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

The Little Engine That Could: Regularization by Denoising (RED)

(2017) Yaniv Romano et al.   SIAM Journal on Imaging Sciences

Phase recovery and holographic image reconstruction using deep learning in neural networks

(2017) Yair Rivenson et al.   Light-Science & Applications

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Learning to Deblur

(2016) Christian J. Schuler et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

DOLPHIn—Dictionary Learning for Phase Retrieval

(2016) Andreas M. Tillmann et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Phase Retrieval with Application to Optical Imaging: A contemporary overview

(2015) Yoav Shechtman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Phase Retrieval via Wirtinger Flow: Theory and Algorithms

(2015) Emmanuel J. Candes et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Deep learning

(2015) Yann LeCun et al.   NATURE

Phase Retrieval via Matrix Completion

(2015) Emmanuel J. Candès et al.   SIAM REVIEW

Phase recovery, MaxCut and complex semidefinite programming

(2013) Irène Waldspurger et al.   MATHEMATICAL PROGRAMMING

Wide-field, high-resolution Fourier ptychographic microscopy

(2013) Guoan Zheng et al.   Nature Photonics

Phase retrieval via spatial light modulator phase modulation in 4f optical setup: numerical inverse imaging with sparse regularization for phase and amplitude

(2011) Vladimir Katkovnik et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION