Computational de-noising based on deep learning for phase data in digital holographic interferometry

Cycle-consistent deep learning approach to coherent noise reduction in optical diffraction tomography

(2019) Gunho Choi et al.   OPTICS EXPRESS

Computational image speckle suppression using block matching and machine learning

(2019) Tianjiao Zeng et al.   APPLIED OPTICS

Batch denoising of ESPI fringe patterns based on convolutional neural network

(2019) Fugui Hao et al.   APPLIED OPTICS

DeepLSR: a deep learning approach for laser speckle reduction

(2019) Taylor L. Bobrow et al.   Biomedical Optics Express

Contrast transfer function of de-noising algorithms

(2019) Pascal Picart et al.   OPTICS EXPRESS

On the use of deep learning for computational imaging

(2019) George Barbastathis et al.   Optica

Visualization of travelling waves propagating in a plate equipped with 2D ABH using wide-field holographic vibrometry

(2019) Laure Lagny et al.   JOURNAL OF SOUND AND VIBRATION

Learning a Dilated Residual Network for SAR Image Despeckling

(2018) Qiang Zhang et al.   Remote Sensing

Speckle noise reduction for digital holographic images using multi-scale convolutional neural networks

(2018) Wonseok Jeon et al.   OPTICS LETTERS

Strategies for reducing speckle noise in digital holography

(2018) Vittorio Bianco et al.   Light-Science & Applications

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns

(2018) Joshin Krishnan et al.   SENSORS

Speckle noise reduction in optical coherence tomography images based on edge-sensitive cGAN

(2018) Yuhui Ma et al.   Biomedical Optics Express

Fringe pattern denoising based on deep learning

(2018) Ketao Yan et al.   OPTICS COMMUNICATIONS

SAR Image Despeckling Using a Convolutional Neural Network

(2017) Puyang Wang et al.   IEEE SIGNAL PROCESSING LETTERS

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

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

Error analysis for noise reduction in 3D deformation measurement with digital color holography

(2017) Silvio Montrésor et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

aLow-dose CT via convolutional neural network

(2017) Hu Chen et al.   Biomedical Optics Express

Quantitative appraisal for noise reduction in digital holographic phase imaging

(2016) Silvio Montresor et al.   OPTICS EXPRESS

Deep learning

(2015) Yann LeCun et al.   NATURE