Deep Retinex Decomposition for Low-Light Enhancement

14 August 2018

Papers citing "Deep Retinex Decomposition for Low-Light Enhancement"

50 / 480 papers shown

Title
Real-time Image Enhancer via Learnable Spatial-aware 3D Lookup Tables Tao Wang Yong Li Jingyang Peng Yipeng Ma Xian Wang Fenglong Song Youliang Yan 3DH 8 83 0 19 Aug 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 12 5 0 09 Aug 2021
Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark Kun Wang Zhenyu Zhang Zhiqiang Yan Xiang Li Baobei Xu Jun Li Jian Yang MDE 61 76 0 09 Aug 2021
Deep Portrait Lighting Enhancement with 3D Guidance Fangzhou Han Can Wang H. Du Jing Liao 3DV 3DH 8 3 0 04 Aug 2021
CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise Zeyuan Chen Yifan Jiang Dong Liu Zhangyang Wang 19 8 0 01 Aug 2021
DarkLighter: Light Up the Darkness for UAV Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng Ziang Cao Bowen Li 14 19 0 30 Jul 2021
StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement Yuda Song Hui Qian Xin Du 8 41 0 27 Jul 2021
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results Dawei Du Longyin Wen Pengfei Zhu Heng Fan Q. Hu ... Zhenyu Xu Zhijian Zhao Zhipeng Luo Zhiwei Wei Zhiyuan Zhao 12 15 0 19 Jul 2021
ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement Rongkai Zhang Lanqing Guo Siyu Huang B. Wen OffRL 22 48 0 13 Jul 2021
Intrinsic Image Transfer for Illumination Manipulation Junqing Huang Michael Ruzhansky Qianying Zhang Haihui Wang 15 2 0 01 Jul 2021
BLNet: A Fast Deep Learning Framework for Low-Light Image Enhancement with Noise Removal and Color Restoration Xinxu Wei Xian-Shi Zhang Shisen Wang Cheng Cheng Yanlin Huang Kaifu Yang Yongjie Li 25 3 0 30 Jun 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu Seung‐Won Jung 6 24 0 28 Jun 2021
R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network Jiang Hai Zhu Xuan Songchen Han Ren Yang Yutong Hao Fengzhu Zou Fang-Ju Lin 13 135 0 28 Jun 2021
Debiased Subjective Assessment of Real-World Image Enhancement Peibei Cao Zhangyang Wang Kede Ma 22 10 0 18 Jun 2021
NLHD: A Pixel-Level Non-Local Retinex Model for Low-Light Image Enhancement Hao Hou Yingkun Hou Yuxuan Shi B. Wei Jun Xu 17 4 0 13 Jun 2021
An Optical physics inspired CNN approach for intrinsic image decomposition H. Weligampola Gihan Chanaka Jayatilaka Suren Sritharan Parakrama B. Ekanayake Roshan Ragel V. Herath R. Godaliyadda 8 2 0 21 May 2021
Frequency Domain Loss Function for Deep Exposure Correction of Dark Images Ojasvi Yadav Koustav Ghosal Sebastian Lutz A. Smolic 23 6 0 22 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Jinwei Gu Chen Change Loy 33 353 0 21 Apr 2021
Multi-scale Self-calibrated Network for Image Light Source Transfer Yuan-Zheng Wang T. Lu Yanduo Zhang Yuntao Wu 3DV 12 11 0 18 Apr 2021
A Novel Unified Model for Multi-exposure Stereo Coding Based on Low Rank Tucker-ALS and 3D-HEVC Mansi Sharma Aditya Wadaskar 3DV 16 0 0 10 Apr 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection Wenjing Wang Wenhan Yang Jiaying Liu CVBM VLM 17 64 0 05 Apr 2021
Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework Yuanbin Fu Xiaojie Guo Qiming Hu Lin Di Jiayi Ma Haibin Ling 38 0 0 04 Apr 2021
Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement Kui Jiang Zhongyuan Wang Zheng Wang Chen Chen Peng Yi Yansheng Qiu Chia-Wen Lin 11 47 0 19 Mar 2021
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim DiffM 15 13 0 10 Mar 2021
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation Chongyi Li Chunle Guo Chen Change Loy 3DV 11 462 0 01 Mar 2021
Self-supervised Low Light Image Enhancement and Denoising Yu Zhang Xiaoguang Di Bin Zhang Qingyan Li S. Yan Chunhui Wang 14 20 0 01 Mar 2021
Learning to Enhance Visual Quality via Hyperspectral Domain Mapping Harsh Sinha Aditya Mehta Murari Mandal Pratik Narang 10 1 0 10 Feb 2021
Improving Aerial Instance Segmentation in the Dark with Self-Supervised Low Light Enhancement Prateek Garg Murari Mandal Pratik Narang 12 2 0 10 Feb 2021
Bridge the Vision Gap from Field to Command: A Deep Learning Network Enhancing Illumination and Details Zhuqing Jiang Chang Liu Yanan Wang Kai Li Aidong Men Haiying Wang Haiyong Luo 4 1 0 20 Jan 2021
Low Light Image Enhancement via Global and Local Context Modeling Aditya Arora Muhammad Haris Syed Waqas Zamir Munawar Hayat F. Khan Ling Shao Ming-Hsuan Yang 89 6 0 04 Jan 2021
Shed Various Lights on a Low-Light Image: Multi-Level Enhancement Guided by Arbitrary References Yanan Wang Zhuqing Jiang Chang Liu Kai Li Aidong Men Haiying Wang 32 1 0 04 Jan 2021
A Switched View of Retinex: Deep Self-Regularized Low-Light Image Enhancement Zhuqing Jiang Haotian Li Liangjie Liu Aidong Men Haiying Wang 20 44 0 03 Jan 2021
LEUGAN:Low-Light Image Enhancement by Unsupervised Generative Attentional Networks Yangyang Qu Chao Liu Y. Ou GAN 18 2 0 24 Dec 2020
UMLE: Unsupervised Multi-discriminator Network for Low Light Enhancement Yangyang Qu Kai Chen Chao Liu Y. Ou GAN 14 5 0 24 Dec 2020
SID-NISM: A Self-supervised Low-light Image Enhancement Framework Lijun Zhang Xiao Liu Erik Learned-Miller Hui Guan 14 7 0 16 Dec 2020
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement Risheng Liu Long Ma Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 14 551 0 10 Dec 2020
Adaptive Enhancement of Extreme Low-Light Images Evgeny Hershkovitch Neiterman Michael Klyuchka Gil Ben-Artzi 18 0 0 07 Dec 2020
Towards Fast and Light-Weight Restoration of Dark Images Mohit Lamba Atul Balaji Kaushik Mitra 6 25 0 28 Nov 2020
A Two-stage Unsupervised Approach for Low light Image Enhancement Junjie Hu Xiyue Guo Junfeng Chen Guanqi Liang Fuqin Deng Tin Lun Lam 30 28 0 19 Oct 2020
Noise-Aware Texture-Preserving Low-Light Enhancement Zohreh Azizi Xuejing Lei C.-C. Jay Kuo 8 6 0 02 Sep 2020
Retaining Image Feature Matching Performance Under Low Light Conditions P. Shyam Antyanta Bangunharcana Kyung-soo Kim 17 4 0 02 Sep 2020
DALE : Dark Region-Aware Low-light Image Enhancement Dokyeong Kwon Guisik Kim Junseok Kwon 12 20 0 28 Aug 2020
Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks Yu Zhang Xiaoguang Di Bin Zhang Ruihang Ji Chunhui Wang 16 44 0 26 Aug 2020
Deep Relighting Networks for Image Light Source Manipulation Li-Wen Wang W. Siu Zhi-Song Liu Chu-Tak Li D. Lun 16 24 0 19 Aug 2020
UDC 2020 Challenge on Image Restoration of Under-Display Camera: Methods and Results Yuqian Zhou Michael Kwan Kyle Tolentino N. Emerton Sehoon Lim ... L. Po Dahai Yu Yasar Abbas Ur Rehman Yiqun Li Lianping Xing 6 35 0 18 Aug 2020
Low-Light Maritime Image Enhancement with Regularized Illumination Optimization and Deep Noise Suppression Yu Guo Yuxu Lu R. W. Liu Meifang Yang Kwok Tai Chui 17 1 0 09 Aug 2020
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal Chongyi Li H. Fu Runmin Cong Zechao Li Qianqian Xu 6 16 0 07 Aug 2020
Exploring Image Enhancement for Salient Object Detection in Low Light Images Xin Xu Shiqin Wang Z. Wang Xiaolong Zhang R. Hu 14 55 0 31 Jul 2020
Recurrent Exposure Generation for Low-Light Face Detection Jinxiu Liang Jingwen Wang Yuhui Quan Tianyi Chen Jiaying Liu Haibin Ling Yong-mei Xu CVBM 27 61 0 21 Jul 2020
Single Image Brightening via Multi-Scale Exposure Fusion with Hybrid Learning Chaobing Zheng Zhengguo Li Yi Yang Shiqian Wu 12 39 0 04 Jul 2020