Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to…

Contrast Enhancement Techniques for low-light images

TOFlow: Video Enhancement with Task-Oriented Flow

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

Real-world Noisy Image Denoising: A New Benchmark

The source code of CVPR19 'Im2Pencil: Controllable Pencil Illustration from Photographs'.

RED - Regularization by Denoising

Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising, ICCV 2017.

Exposure Fusion in Matlab

Code for "6-DoF Object Pose from Semantic Keypoints", ICRA 2017

TIP 2018

MATLAB implementation of the algorithm in the CVPR 2019 paper "Fast Single Image Reflection Suppression via Convex Optimization"

Code release for ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding”(CVPR2018)　

Codes for bm3d-net

This repository saved the implementation of the LLNET（A Deep Autoencode approach to Natural Low-light Image Enhancement） paper's code