Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation

1 March 2021

Papers citing "Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation"

41 / 41 papers shown

Title
PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement Tong Li Lizhi Wang Hansen Feng Lin Zhu Hua Huang DiffM 29 0 0 14 May 2025
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
LL-Gaussian: Low-Light Scene Reconstruction and Enhancement via Gaussian Splatting for Novel View Synthesis Hao Sun Fenggen Yu Huiyao Xu Tao Zhang Changqing Zou 3DGS 55 0 0 14 Apr 2025
Brightness Perceiving for Recursive Low-Light Image Enhancement H. Wang Long Peng Yuejin Sun Zengyu Wan Yang Wang Yang Cao 70 12 0 03 Apr 2025
Self-supervision via Controlled Transformation and Unpaired Self-conditioning for Low-light Image Enhancement Aupendu Kar S. K. Dhara Debashis Sen P. Biswas 51 4 0 01 Mar 2025
Quality Enhancement of Radiographic X-ray Images by Interpretable Mapping Hongxu Yang Najib Akram Aboobacker Xiaomeng Dong German Gonzalez L. Ferenczi Gopal Avinash MedIm 77 0 0 21 Jan 2025
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 43 0 0 11 Jan 2025
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 98 0 0 18 Dec 2024
Enhancing Nighttime UAV Tracking with Light Distribution Suppression L. Yao Changhong Fu Yiheng Wang Haobo Zuo Kunhan Lu 27 1 0 25 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement Hao Luo Baoliang Chen Lingyu Zhu Peilin Chen Shiqi Wang 3DV 65 0 0 06 Sep 2024
Spatial-frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement Zishu Yao Guodong Fan Jinfu Fan Senior Member Ieee Min Gan F. I. C. L. Philip Chen 40 14 0 26 Apr 2024
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 32 0 0 22 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 48 2 0 05 Mar 2024
Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning Andong Lu Tianrui Zha Tianrui Zha Jin Tang Xiaofeng Wang Bin Luo 37 2 0 25 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 38 0 0 02 Dec 2023
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Changhong Fu L. Yao Haobo Zuo Guang-Zheng Zheng Jia-Yu Pan 35 15 0 03 Jul 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement Long Ma Dian Jin Nan An Jinyuan Liu Xin-Yue Fan Risheng Liu 33 48 0 02 Jun 2023
Learning a Single Convolutional Layer Model for Low Light Image Enhancement Yuantong Zhang Baoxin Teng Daiqin Yang Zhenzhong Chen Haichuan Ma Gang Li Wenpeng Ding 26 7 0 23 May 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 39 5 0 18 May 2023
Deep Quantigraphic Image Enhancement via Comparametric Equations Xiaomeng Wu Yongqing Sun Akisato Kimura 16 0 0 05 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 177 0 03 Apr 2023
Tracker Meets Night: A Transformer Enhancer for UAV Tracking Junjie Ye Changhong Fu Ziang Cao Shan An Guang-Zheng Zheng Bowen Li 37 52 0 20 Mar 2023
Joint Multi-Scale Tone Mapping and Denoising for HDR Image Enhancement Litao Hu Huaijin Chen J. Allebach 32 12 0 16 Mar 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 31 21 0 21 Dec 2022
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices Sicong Liu Xiaocheng Li Zimu Zhou Bin Guo Mengsu Zhang Haocheng Shen Zhiwen Yu 18 6 0 29 Nov 2022
SLLEN: Semantic-aware Low-light Image Enhancement Network Mingye Ju Chuheng Chen Charles A. Guo Jin-shan Pan Jinhui Tang Dacheng Tao 13 2 0 21 Nov 2022
Learning to Kindle the Starlight Yu Yuan Jiaqi Wu Lindong Wang Zhongliang Jing H. Leung Shuyuan Zhu Han Pan DiffM 21 3 0 16 Nov 2022
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression Yeying Jin Wenhan Yang R. Tan 30 129 0 21 Jul 2022
Structural Prior Guided Generative Adversarial Transformers for Low-Light Image Enhancement Cong Wang Jin-shan Pan Xiaomei Wu ViT 41 4 0 16 Jul 2022
Efficient Progressive High Dynamic Range Image Restoration via Attention and Alignment Network G. Yu Jin Zhang Zhe Ma Hongbin Wang 25 7 0 20 Apr 2022
Semi-supervised atmospheric component learning in low-light image problem Masud An Nur Islam Fahim Nazmus Saqib H. Jung 81 2 0 15 Apr 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng D. Paudel Guang Chen 75 71 0 20 Mar 2022
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 33 3 0 06 Dec 2021
Learning-Based Video Coding with Joint Deep Compression and Enhancement Tiesong Zhao Weize Feng Hongji Zeng Yuzhen Niu Jiaying Liu 23 18 0 29 Nov 2021
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement Shen Zheng Gaurav Gupta 78 104 0 03 Oct 2021
Rain Removal and Illumination Enhancement Done in One Go Yecong Wan Yuanshuo Cheng Mingwen Shao 23 5 0 09 Aug 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li Saeed Anwar Junhui Hou Runmin Cong Chunle Guo Wenqi Ren 24 526 0 27 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Liang Feng Chen Change Loy 53 358 0 21 Apr 2021
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018