State-of-art analysis of image denoising methods using convolutional neural networks

A CNN With Multiscale Convolution and Diversified Metric for Hyperspectral Image Classification

(2019) Zhiqiang Gong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising

(2018) Cristovao Cruz et al.   IEEE SIGNAL PROCESSING LETTERS

Deep Shrinkage Convolutional Neural Network for Adaptive Noise Reduction

(2018) Kenzo Isogawa et al.   IEEE SIGNAL PROCESSING LETTERS

FFDNet: Toward a Fast and Flexible Solution for CNN-Based Image Denoising

(2018) Kai Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Embedding Structured Contour and Location Prior in Siamesed Fully Convolutional Networks for Road Detection

(2018) Qi Wang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

CNN-Based Projected Gradient Descent for Consistent CT Image Reconstruction

(2018) Harshit Gupta et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image denoising method based on a deep convolution neural network

(2018) Fu Zhang et al.   IET Image Processing

Mixed Gaussian-impulse noise reduction from images using convolutional neural network

(2018) Mohammad Tariqul Islam et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

Convolution in Convolution for Network in Network

(2018) Yanwei Pang et al.   IEEE Transactions on Neural Networks and Learning Systems

GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection

(2018) Qi Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Laser stripe image denoising using convolutional autoencoder

(2018) Zhuoqun Fang et al.   Results in Physics

Convolutional Neural Networks for Inverse Problems in Imaging: A Review

(2017) Michael T. McCann et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

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

Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration

(2017) Yunjin Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Image denoising based on sparse representation and gradient histogram

(2017) Mingli Zhang et al.   IET Image Processing

A Review of Denoising Medical Images Using Machine Learning Approaches

(2017) Prabhpreet Kaur et al.   Current Medical Imaging Reviews

Image Super-Resolution Using Deep Convolutional Networks

(2016) Chao Dong et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision

(2016) Shuhang Gu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

(2015) Weisheng Dong et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A Nonlocal Bayesian Image Denoising Algorithm

(2013) M. Lebrun et al.   SIAM Journal on Imaging Sciences

Nonlocally Centralized Sparse Representation for Image Restoration

(2012) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

BM3D Frames and Variational Image Deblurring

(2011) A. Danielyan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

(2011) Guoshen Yu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING