FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information

ACM Multimedia (ACM MM), 2023

6 August 2023

Papers citing "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information"

39 / 39 papers shown

Title
Evaluating Low-Light Image Enhancement Across Multiple Intensity Levels Maria Pilligua David Serrano-Lozano Pai Peng Ramon Baldrich Michael S. Brown Javier Vazquez-Corral 36 0 0 19 Nov 2025
UHDRes: Ultra-High-Definition Image Restoration via Dual-Domain Decoupled Spectral Modulation S. Zhao W. Lu Bin Wang T. Wang K. Zhang H. Zhao 100 0 0 07 Nov 2025
FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network Fangtong Sun Congyu Li Ke Yang Yuchen Pan Hanwen Yu Xichuan Zhang Yiying Li 168 0 0 27 Oct 2025
Frequency-Spatial Interaction Driven Network for Low-Light Image Enhancement Yunhong Tao Wenbing Tao Xiang Xiang 73 0 0 25 Oct 2025
RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation Shourya Verma Mengbo Wang Nadia Atallah Lanman Ananth Grama 80 0 0 27 Sep 2025
Using KL-Divergence to Focus Frequency Information in Low-Light Image Enhancement Yan Xingyang Huang Xiaohong Zhang Zhao You Tian Xu Ziheng 105 0 0 16 Sep 2025
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement Luyang Cao Han Xu Jian Zhang Lei Qi Jiayi Ma Yinghuan Shi Yang Gao 72 0 0 12 Aug 2025
SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration Tongshun Zhang Pingling Liu Zijian Zhang Qiuzhan Zhou 60 0 0 06 Aug 2025
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement Jin Kuang Dong Liu Yukuang Zhang S. Wang 92 0 0 06 Aug 2025
Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration Tongshun Zhang Pingping Liu Zixuan Zhong Zijian Zhang Qiuzhan Zhou 48 0 0 05 Aug 2025
CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement Tongshun Zhang Pingping Liu Zhe Zhang Qiuzhan Zhou 92 0 0 05 Aug 2025
Exploring Fourier Prior and Event Collaboration for Low-Light Image Enhancement Chunyan She Fujun Han Chengyu Fang Shukai Duan Lidan Wang 108 0 0 01 Aug 2025
ModalFormer: Multimodal Transformer for Low-Light Image Enhancement Alexandru Brateanu Raul Balmez Ciprian Orhei C. Ancuti Cosmin Ancuti ViT OffRL 129 0 0 27 Jul 2025
GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement Jingxi Liao Shijie Hao Richang Hong Meng Wang 65 1 0 27 Jul 2025
Degradation-Consistent Learning via Bidirectional Diffusion for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Mingliang Zhou Aoxiang Ning Palaiahnakote Shivakumara 119 1 0 24 Jul 2025
UNICE: Training A Universal Image Contrast Enhancer Ruodai Cui Lei Zhang 71 0 0 23 Jul 2025
SAIGFormer: A Spatially-Adaptive Illumination-Guided Network for Low-Light Image Enhancement Hanting Li Fei Zhou Xin Sun Yang Hua Jungong Han Liang-Jie Zhang 89 0 0 21 Jul 2025
BSMamba: Brightness and Semantic Modeling for Long-Range Interaction in Low-Light Image Enhancement Tongshun Zhang Pingping Liu Mengen Cai Zijian Zhang Yubing Lu Qiuzhan Zhou Mamba 259 0 0 23 Jun 2025
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image RestorationComputer Vision and Pattern Recognition (CVPR), 2025 Rui Xu Yuzhen Niu Yuezhou Li Huangbiao Xu Wenxi Liu Yuzhong Chen 105 4 0 29 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yuanxing Zhang Sina Farsiu 286 12 0 10 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 274 1 0 27 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image EnhancementIEEE transactions on multimedia (TMM), 2025 Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 232 4 0 21 Apr 2025
Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration Jiawei Wu Zhifei Yang Zihan Wang Zhi Jin 256 0 0 12 Apr 2025
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN Jaskaran Singh Walia Shravan Venkatraman Pavithra LK MDE 274 2 0 01 Apr 2025
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning Xiangjie Sui Xiangrui Zeng Bolin Chen Peilin Chen Yung-Hui Li Shiqi Wang DiffM 250 1 0 14 Mar 2025
FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Zhanyu Ma 185 3 0 13 Mar 2025
HVI: A New Color Space for Low-light Image EnhancementComputer Vision and Pattern Recognition (CVPR), 2025 Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 295 54 0 27 Feb 2025
LUMINA-Net: Low-light Upgrade through Multi-stage Illumination and Noise Adaptation Network for Image Enhancement Namrah Siddiqua Kim Suneung Seong-Whan Lee 253 1 0 21 Feb 2025
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image EnhancementACM Multimedia (MM), 2024 Tongshun Zhang Pingping Liu Ming Zhao Haotian Lv 248 24 0 01 Dec 2024
Deep Fourier-embedded Network for RGB and Thermal Salient Object Detection Pengfei Lyu Xiufei Cheng Pak-Hei Yeung Chengdong Wu Jagath C. Rajapakse 500 0 0 27 Nov 2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image RestorationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Chen Wu Ling Wang Long Peng Dianjie Lu Zhuoran Zheng 259 11 0 10 Nov 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and BeyondAsian Conference on Computer Vision (ACCV), 2024 Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 207 10 0 13 Oct 2024
KAN See In the DarkIEEE Signal Processing Letters (SPL), 2024 Aoxiang Ning Minglong Xue Jinhong He Chengyun Song 288 8 0 05 Sep 2024
Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image EnhancementACM Multimedia (MM), 2024 Wenbin Zou Hongxia Gao Weipeng Yang Tongtong Liu Mamba 175 51 0 02 Aug 2024
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement Wei Wang Zhi Jin 162 2 0 09 Jul 2024
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network Xuanqi Zhang Haijin Zeng Jinwang Pan Qiangqiang Shen Yongyong Chen Mamba 234 13 0 03 Jun 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 189 41 0 26 Apr 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction Yuhong He Aiwen Jiang Lingfang Jiang Zhifeng Wang Lu Wang 118 10 0 07 Feb 2024
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image DehazingIEEE International Conference on Computer Vision (ICCV), 2023 Yuwei Qiu Kaihao Zhang Chenxi Wang Tong Lu Hongdong Li Zhi Jin ViT 195 171 0 27 Aug 2023