Kindling the Darkness: A Practical Low-light Image Enhancer

4 May 2019

Papers citing "Kindling the Darkness: A Practical Low-light Image Enhancer"

50 / 269 papers shown

Title
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark Study Yuecong Xu Jianfei Yang Haozhi Cao Jianxiong Yin Zhenghua Chen Xiaoli Li Zhengguo Li Qiaoqiao Xu 14 2 0 19 Feb 2022
Learning to Adapt to Light Kai-Fu Yang Cheng Cheng Shixuan Zhao Xian-Shi Zhang Yongjie Li 14 18 0 16 Feb 2022
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment Xinyi Liu Qi Xie Qian Zhao Hong Qang Deyu Meng 8 33 0 12 Feb 2022
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark Shangchen Zhou Chongyi Li Chen Change Loy 3DV 9 107 0 07 Feb 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model V. Kannan Sameer Malik R. Soundararajan OffRL 8 3 0 04 Feb 2022
Linear Array Network for Low-light Image Enhancement Keqi Wang Ziteng Cui Jieru Jia Hao Xu Gene K. Wu Zhuang Yin Lu Chen Zhiguo Hu Yuhua Qian 14 3 0 22 Jan 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot B. Wen 14 6 0 10 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 23 356 0 09 Jan 2022
Towards Low Light Enhancement with RAW Images Haofeng Huang Wenhan Yang Yueyu Hu Jiaying Liu Ling-yu Duan 8 40 0 28 Dec 2021
Semantically Contrastive Learning for Low-light Image Enhancement Dong Liang Ling Li Mingqiang Wei Shuo Yang Liyan Zhang Wenhan Yang Yun Du Huiyu Zhou 4 88 0 13 Dec 2021
Attention based Broadly Self-guided Network for Low light Image Enhancement Zilong Chen Yaling Liang Minghui Du 8 1 0 12 Dec 2021
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision Risheng Liu Long Ma Tengyu Ma Xin-Yue Fan Zhongxuan Luo 17 37 0 09 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 14 2 0 06 Dec 2021
Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior Feng Zhang Yuanjie Shao Yi-xuan Sun Kai Zhu Changxin Gao Nong Sang 6 33 0 03 Dec 2021
Low-light Image Enhancement via Breaking Down the Darkness Qiming Hu Xiaojie Guo 11 109 0 30 Nov 2021
Decoupled Low-light Image Enhancement Shijie Hao Xuyang Han Yanrong Guo Meng Wang 11 23 0 29 Nov 2021
An Effective Image Restorer: Denoising and Luminance Adjustment for Low-photon-count Imaging Shansi Zhang E. Lam 6 2 0 29 Oct 2021
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset Igor Morawski Yu-An Chen Yu-sheng Lin Winston H. Hsu 23 19 0 20 Oct 2021
SurroundNet: Towards Effective Low-Light Image Enhancement Fei Zhou Xin Sun Junyu Dong Haoran Zhao Xiao Xiang Zhu 21 9 0 11 Oct 2021
TSN-CA: A Two-Stage Network with Channel Attention for Low-Light Image Enhancement Xinxu Wei Xian-Shi Zhang Shisen Wang Yanlin Huang Yongjie Li 11 4 0 06 Oct 2021
DA-DRN: Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement Xinxu Wei Xian-Shi Zhang Shisen Wang Cheng Cheng Yanlin Huang Kaifu Yang Yongjie Li 14 4 0 05 Oct 2021
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement Shen Zheng Gaurav Gupta 54 101 0 03 Oct 2021
Computational Imaging and Artificial Intelligence: The Next Revolution of Mobile Vision J. Suo Weihang Zhang Jin Gong Xin Yuan D. Brady Qionghai Dai 24 15 0 18 Sep 2021
Low-Light Image Enhancement with Normalizing Flow Yufei Wang Renjie Wan Wenhan Yang Haoliang Li Lap-Pui Chau Alex C. Kot 80 221 0 13 Sep 2021
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 10 6 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 56 76 0 09 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
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
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
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
ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking Bowen Li Changhong Fu Fangqiang Ding Junjie Ye Fuling Lin 11 28 0 04 Jun 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 31 353 0 21 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
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
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
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
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
Classification of Smoking and Calling using Deep Learning Miaowei Wang Alexander William Mohacey Hongyu Wang J. Apfel MedIm 22 2 0 15 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