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
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 14 0 0 27 Jun 2024
ECAFormer: Low-light Image Enhancement using Cross Attention Yudi Ruan Hao Ma Weikai Li Xiao Wang 40 0 0 19 Jun 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement Jingcheng Li Ye Qiao Haocheng Xu Sitao Huang 37 0 0 14 Jun 2024
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network Xuanqi Zhang Haijin Zeng Jinwang Pan Qiangqiang Shen Yongyong Chen Mamba 39 4 0 03 Jun 2024
Color Shift Estimation-and-Correction for Image Enhancement Yiyu Li Ke Xu Gerhard Hancke Rynson W. H. Lau 27 0 0 28 May 2024
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space Jiangwei Weng Zhiqiang Yan Ying Tai J. Qian Jian Yang Jun Li Mamba 12 9 0 25 May 2024
Low-Light Video Enhancement via Spatial-Temporal Consistent Illumination and Reflection Decomposition Xiaogang Xu Kun Zhou Tao Hu Ruixing Wang Hujun Bao 24 0 0 24 May 2024
Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement Igor Morawski Kai He Shusil Dangi Winston H. Hsu VLM 35 0 0 19 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 17 26 0 06 May 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 21 1 0 15 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 26 12 0 15 Apr 2024
Seeing Text in the Dark: Algorithm and Benchmark Chengpei Xu Hao Fu Long Ma Wenjing Jia Chengqi Zhang Feng Xia Xiaoyu Ai Binghao Li Wenjie Zhang 19 12 0 13 Apr 2024
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement Xu Wu Xianxu Hou Zhihui Lai Jie Zhou Ya-Nan Zhang Witold Pedrycz Linlin Shen 21 2 0 08 Apr 2024
PIE: Physics-inspired Low-light Enhancement Dong Liang Zhengyan Xu Ling Li Mingqiang Wei Songcan Chen SSL 26 4 0 06 Apr 2024
DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement Shangquan Sun Wenqi Ren Jingyang Peng Fenglong Song Xiaochun Cao 19 1 0 04 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 24 3 0 02 Apr 2024
Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach Guoqiang Liang Kanghao Chen Hangyu Li Yunfan Lu Lin Wang 3DV 16 14 0 01 Apr 2024
Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal Lishen Qu Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Jufeng Yang 27 1 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 18 0 0 30 Mar 2024
Learning Novel View Synthesis from Heterogeneous Low-light Captures Quan Zheng Hao Sun Huiyao Xu Fanjiang Xu 18 1 0 20 Mar 2024
Zero-Reference Low-Light Enhancement via Physical Quadruple Priors Wenjing Wang Huan Yang Jianlong Fu Jiaying Liu DiffM 16 2 0 19 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 24 5 0 17 Mar 2024
Multiple Latent Space Mapping for Compressed Dark Image Enhancement Yi Zeng Zhengning Wang Yuxuan Liu Tianjiao Zeng Xuhang Liu Xinglong Luo Shuaicheng Liu Shuyuan Zhu Bing Zeng 18 0 0 12 Mar 2024
Bring Event into RGB and LiDAR: Hierarchical Visual-Motion Fusion for Scene Flow Hanyu Zhou Yi Chang Zhiwei Shi Luxin Yan 16 6 0 12 Mar 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 19 2 0 28 Feb 2024
Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement Yuxuan Gu Yi Jin Ben Wang Zhixiang Wei Xiaoxiao Ma Pengyang Ling Haoxuan Wang H. Chen Enhong Chen 23 0 0 15 Feb 2024
You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Pei Wang Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 30 23 0 08 Feb 2024
Troublemaker Learning for Low-Light Image Enhancement Yinghao Song Zhiyuan Cao Wanhong Xiang Sifan Long Bo Yang H. Ge Yanchun Liang Chunguo Wu 21 0 0 07 Feb 2024
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow Hanyu Zhou Yi Chang Haoyue Liu Wending Yan Yuxing Duan Zhiwei Shi Luxin Yan 16 1 0 31 Jan 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 10 13 0 29 Jan 2024
LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement A. Brateanu R. Balmez A. Avram C. C. Orhei ViT 22 17 0 26 Jan 2024
VJT: A Video Transformer on Joint Tasks of Deblurring, Low-light Enhancement and Denoising Yuxiang Hui Yang Liu Yaofang Liu Fan Jia Jinshan Pan Raymond H. F. Chan Tieyong Zeng ViT 20 1 0 26 Jan 2024
LLMRA: Multi-modal Large Language Model based Restoration Assistant Xiaoyu Jin Yuan Shi Bin Xia Wenming Yang 21 4 0 21 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 14 3 0 19 Jan 2024
Improving Low-Light Image Recognition Performance Based on Image-adaptive Learnable Module Seitaro Ono Yuka Ogino Takahiro Toizumi Atsushi Ito Masato Tsukada 17 1 0 12 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 13 6 0 08 Jan 2024
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 20 0 0 20 Dec 2023
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement Yuhui Wu Guoqing Wang Zhiwen Wang Yang Yang Tianyu Li Malu Zhang Chongyi Li H. Shen DiffM 30 2 0 20 Dec 2023
Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement Xiaofeng Zhang Zishan Xu Hao Tang Chaochen Gu Wei Chen Shanying Zhu Xinping Guan 28 1 0 15 Dec 2023
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook Wenbin Zou Hongxia Gao Tian-Chun Ye Liang Chen Weipeng Yang Shasha Huang Hongsheng Chen Sixiang Chen 37 4 0 14 Dec 2023
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 10 4 0 02 Dec 2023
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise Zhenning Shi Haoshuai Zheng Chen Xu Changsheng Dong Bin Pan Xueshuo Xie Along He Tao Li Huazhu Fu DiffM 20 3 0 25 Nov 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 29 24 0 20 Nov 2023
Dynamic Association Learning of Self-Attention and Convolution in Image Restoration Kui Jiang Xuemei Jia Wenxin Huang Wenbin Wang Zheng Wang Junjun Jiang 6 1 0 09 Nov 2023
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 22 0 0 08 Nov 2023
Zero-Shot Enhancement of Low-Light Image Based on Retinex Decomposition Wenchao Li Bangshu Xiong Qiaofeng Ou Xiaoyun Long Jinhao Zhu Jiabao Chen Shuyuan Wen 20 4 0 06 Nov 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 34 22 0 26 Oct 2023
Dimma: Semi-supervised Low Light Image Enhancement with Adaptive Dimming Wojciech Kozlowski Michal Szachniewicz Michal Stypulkowski Maciej Ziȩba 12 2 0 14 Oct 2023
Joint Correcting and Refinement for Balanced Low-Light Image Enhancement Xiaotian Zhou Hong Shi Yahong Han 8 4 0 28 Sep 2023
Bootstrap Diffusion Model Curve Estimation for High Resolution Low-Light Image Enhancement Jiancheng Huang Yi-fan Liu Shifeng Chen DiffM 8 5 0 26 Sep 2023