Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

19 January 2020

Runmin Cong

Papers citing "Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement"

50 / 364 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 45 0 0 09 May 2025
DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once Qi Zhou Yukai Shi Xiaojun Yang Xiaoyu Xian Lunjia Liao Ruimao Zhang Liang Lin 53 0 0 07 May 2025
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement Kangbiao Shi Yixu Feng Tao Hu Yu Cao Peng Wu Yijin Liang Y. Zhang Qingsen Yan 21 0 0 27 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 47 0 0 21 Apr 2025
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline Joanne Lin Crispian Morris Ruirui Lin Fan Zhang David Bull Nantheera Anantrasirichai 42 0 0 16 Apr 2025
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling Zhihua Wang Yu Long Qinghua Lin Kai Zhang Yuyao Zhang Yuming Fang Li Liu Xiaochun Cao 46 0 0 16 Apr 2025
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction Yucheng Lu Shunxin Wang Dovile Juodelyte V. Cheplygina MedIm 34 0 0 14 Apr 2025
Nonlocal Retinex-Based Variational Model and its Deep Unfolding Twin for Low-Light Image Enhancement Daniel Torres Joan Duran Julia Navarro Catalina Sbert 36 0 0 10 Apr 2025
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment Ziteng Cui Xuangeng Chu Tatsuya Harada 3DGS 62 0 0 02 Apr 2025
Leveraging Contrast Information for Efficient Document Shadow Removal Yong-Jin Liu Jiancheng Huang Na Liu Mingfu Yan Yi Huang Shifeng Chen 41 0 0 01 Apr 2025
OwlSight: A Robust Illumination Adaptation Framework for Dark Video Human Action Recognition Shihao Cheng Jinlu Zhang Yue Liu Zhigang Tu VLM 39 0 0 30 Mar 2025
LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset Manjushree B. Aithal Rosaura G. VidalMata Manikandtan Kartha Gong Chen Eashan Adhikarla L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana Joe Nasti 64 0 0 25 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Yongqian Li Jiannan Ge Hongtao Xie Yongdong Zhang 60 0 0 18 Mar 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 55 0 0 18 Mar 2025
Zero-TIG: Temporal Consistency-Aware Zero-Shot Illumination-Guided Low-light Video Enhancement Yini Li Nantheera Anantrasirichai 61 0 0 14 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 68 7 0 11 Mar 2025
Deep Perceptual Enhancement for Medical Image Analysis S. Sharif R. A. Naqvi Mithun Biswas Woong-Kee Loh MedIm 78 20 0 11 Mar 2025
PromptLNet: Region-Adaptive Aesthetic Enhancement via Prompt Guidance in Low-Light Enhancement Net Jun Yin Yangfan He Miao Zhang Pengyu Zeng Tianyi Wang Shuai Lu Xueqian Wang DiffM 69 3 0 11 Mar 2025
LapLoss: Laplacian Pyramid-based Multiscale loss for Image Translation Krish Didwania Ishaan Gakhar Prakhar Arya Sanskriti Labroo 61 0 0 07 Mar 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
SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events Yunfan Lu Xiaogang Xu Hao Lu Yanlin Qian Pengteng Li ... Bin Yang Junyi Li Qianyi Cai Weiyu Guo Hui Xiong 38 0 0 28 Feb 2025
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 49 5 0 27 Feb 2025
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement Namrah Siddiqua Kim Suneung 62 0 0 24 Feb 2025
Color Universal Design Neural Network for the Color Vision Deficiencies Sunyong Seo Jinho Park 63 0 0 12 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains Junyu Xia Jiesong Bai Yihang Dong ViT 74 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
Discovering an Image-Adaptive Coordinate System for Photography Processing Ziteng Cui Lin Gu Tatsuya Harada 44 1 0 11 Jan 2025
Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization Seitaro Ono Yuka Ogino Takahiro Toizumi Atsushi Ito Masato Tsukada 36 0 0 08 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 100 0 0 03 Jan 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing Yuka Ogino Yuho Shoji Takahiro Toizumi Atsushi Ito 51 1 0 31 Dec 2024
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
Leveraging Content and Context Cues for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu 93 0 0 10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance Qirui Yang Peng-Tao Jiang H. Zhang Jinwei Chen Bo Li Huanjing Yue Jingyu Yang 79 1 0 02 Dec 2024
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 82 3 0 01 Dec 2024
Luminance Component Analysis for Exposure Correction Jingchao Peng Thomas Bashford-Rogers Jingkun Chen Haitao Zhao Zhengwei Hu Kurt Debattista 74 0 0 25 Nov 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 86 0 0 21 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 40 1 0 12 Nov 2024
Wavelet-based Mamba with Fourier Adjustment for Low-light Image Enhancement Junhao Tan Songwen Pei Wei Qin Bo Fu Ximing Li Libo Huang Mamba 38 3 0 27 Oct 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection Mingbo Hong Shen Cheng Haibin Huang Haoqiang Fan Shuaicheng Liu ObjD 32 1 0 24 Oct 2024
Efficient Diffusion as Low Light Enhancer Guanzhou Lan Qianli Ma Yuqi Yang Zhigang Wang Dong Wang Yuan Yuan Bin Zhao 32 0 0 16 Oct 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection Mingjia Li Hao Zhao Xiaojie Guo ObjD 35 2 0 11 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu Huanqiang Zeng Junhui Hou 40 0 0 07 Oct 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang Dong Gong Jiumei He Yu Zhu Jinqiu Sun Yanning Zhang AI4CE 43 0 0 30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 28 6 0 28 Sep 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors Yunlong Lin Zhenqi Fu Kairun Wen Tian-Chun Ye Sixiang Chen Ge Meng Yingying Wang Yue Huang Xiaotong Tu Xinghao Ding DiffM 27 4 0 27 Sep 2024
DualDn: Dual-domain Denoising via Differentiable ISP Ruikang Li Yujin Wang Shiqi Chen Fan Zhang Liang Feng Tianfan Xue 35 2 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 54 1 0 27 Sep 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
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 19 0 0 25 Sep 2024
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study Xu Wu Zhihui Lai Zhou Jie Can Gao Xianxu Hou Ya-Nan Zhang Linlin Shen 20 0 0 22 Sep 2024