Deep learning–enhanced fluorescence microscopy via degeneration decoupling

DLBI: deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy

(2018) Yu Li et al.   BIOINFORMATICS

PURE-LET Image Deconvolution

(2018) Jizhou Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Fast, long-term, super-resolution imaging with Hessian structured illumination microscopy

(2018) Xiaoshuai Huang et al.   NATURE BIOTECHNOLOGY

Deep learning massively accelerates super-resolution localization microscopy

(2018) Wei Ouyang et al.   NATURE BIOTECHNOLOGY

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

(2018) Elias Nehme et al.   Optica

Image Regularizations Based on the Sparsity of Corner Points

(2018) Haosen Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Content-aware image restoration: pushing the limits of fluorescence microscopy

(2018) Martin Weigert et al.   NATURE METHODS

Deep learning enables cross-modality super-resolution in fluorescence microscopy

(2018) Hongda Wang et al.   NATURE METHODS

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

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

DeconvolutionLab2: An open-source software for deconvolution microscopy

(2017) Daniel Sage et al.   METHODS

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Deep learning

(2015) Yann LeCun et al.   NATURE

Iterative CBCT reconstruction using Hessian penalty

(2015) Tao Sun et al.   PHYSICS IN MEDICINE AND BIOLOGY

Fluorogenic probes for live-cell imaging of the cytoskeleton

(2014) Gražvydas Lukinavičius et al.   NATURE METHODS

Bending the Rules: Widefield Microscopy and the Abbe Limit of Resolution

(2013) Jolien S. Verdaasdonk et al.   JOURNAL OF CELLULAR PHYSIOLOGY

High-resolution restoration of 3D structures from widefield images with extreme low signal-to-noise-ratio

(2013) M. Arigovindan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hessian-Based Norm Regularization for Image Restoration With Biomedical Applications

(2011) S. Lefkimmiatis et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING