A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for
Enhancing Low Light Images

A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images

27 June 2020

Gihan Chanaka Jayatilaka

Suren Sritharan

Roshan Godaliyadda

Parakrama Ekanayaka

Papers citing "A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images"

12 / 12 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 85 30,021 0 01 Mar 2022
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 48 270 0 02 Aug 2019
EnlightenGAN: Deep Light Enhancement without Paired Supervision Yi Ding Xinyu Gong Ding Liu Yu Cheng Chen Fang Xiaohui Shen Jianchao Yang Pan Zhou Zhangyang Wang 36 1,541 0 17 Jun 2019
Gradient-Based Low-Light Image Enhancement Masayuki Tanaka Takashi Shibata Masatoshi Okutomi 6 28 0 25 Sep 2018
Deep Retinex Decomposition for Low-Light Enhancement Chen Wei Wenjing Wang Wenhan Yang Jiaying Liu 70 1,700 0 14 Aug 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 55 549 0 29 May 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 262 1,176 0 04 May 2018
MSR-net:Low-light Image Enhancement Using Deep Convolutional Network Liang Shen Zihan Yue Fan Feng Quan Chen Shihao Liu Jie Ma 37 273 0 07 Nov 2017
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 96 5,172 0 22 Dec 2015
LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement Kin Gwn Lore Adedotun Akintayo Soumik Sarkar 17 1,446 0 12 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 865 76,547 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 421 149,474 0 22 Dec 2014