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2202.03373
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LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
European Conference on Computer Vision (ECCV), 2022
7 February 2022
Shangchen Zhou
Chongyi Li
Chen Change Loy
3DV
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Papers citing
"LEDNet: Joint Low-light Enhancement and Deblurring in the Dark"
50 / 63 papers shown
FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network
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Congyu Li
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Hanwen Yu
Xichuan Zhang
Yiying Li
195
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0
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LightsOut: Diffusion-based Outpainting for Enhanced Lens Flare Removal
Shr-Ruei Tsai
Wei-Cheng Chang
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Chih-Hai Su
Yu-Lun Liu
DiffM
180
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17 Oct 2025
Universal Image Restoration Pre-training via Masked Degradation Classification
J. Hu
Zhengjian Yao
Lujia Jin
Yinghao Chen
Yanye Lu
108
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15 Oct 2025
RestoRect: Degraded Image Restoration via Latent Rectified Flow & Feature Distillation
Shourya Verma
Mengbo Wang
Nadia Atallah Lanman
Ananth Grama
117
0
0
27 Sep 2025
ISALux: Illumination and Segmentation Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement
Raul Balmez
Alexandru Brateanu
Ciprian Orhei
C. Ancuti
Cosmin Ancuti
89
0
0
25 Aug 2025
Towards Unified Image Deblurring using a Mixture-of-Experts Decoder
Daniel Feijoo
Paula Garrido-Mellado
Jaesung Rim
Alvaro García
Marcos V. Conde
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MoE
190
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08 Aug 2025
Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration
Tongshun Zhang
Pingping Liu
Zixuan Zhong
Zijian Zhang
Qiuzhan Zhou
78
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0
05 Aug 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
93
1
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27 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
129
0
0
21 Jul 2025
URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Rui Xu
Yuzhen Niu
Yuezhou Li
Huangbiao Xu
Wenxi Liu
Yuzhong Chen
113
4
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29 May 2025
A review of advancements in low-light image enhancement using deep learning
Fangxue Liu
Lei Fan
379
3
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Image Restoration via Multi-domain Learning
Xingyu Jiang
Ning Gao
Xiuhui Zhang
Hongkun Dou
Shaowen Fu
Xiaoqing Zhong
Haoyang Li
Yue Deng
ViT
321
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
326
1
0
27 Apr 2025
Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement
Xingxing Yang
Jie Chen
Zaifeng Yang
180
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16 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
Qirui Yang
260
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16 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Yunlong Lin
Zixu Lin
Zhaodong Sun
Panwang Pan
Chaofan Li
Sixiang Chen
Yeying Jin
Wenbo Li
Xinghao Ding
374
15
0
05 Apr 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
231
1
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25 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations
Debabrata Mandal
Soumitri Chattopadhyay
Guansen Tong
Praneeth Chakravarthula
DiffM
313
3
0
20 Mar 2025
Near-infrared Image Deblurring and Event Denoising with Synergistic Neuromorphic Imaging
Chao Qu
Shuo Zhu
Yuhang Wang
Zongze Wu
Xiaoyu Chen
E. Lam
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436
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03 Mar 2025
HVI: A New Color Space for Low-light Image Enhancement
Computer Vision and Pattern Recognition (CVPR), 2025
Qingsen Yan
Yixu Feng
Cheng Zhang
Guansong Pang
Kangbiao Shi
Peng Wu
Wei Dong
Jinqiu Sun
Yanning Zhang
335
66
0
27 Feb 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement
Nan An
Long Ma
Guangchao Han
Xin-Yue Fan
Risheng Liu
165
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27 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Junyu Xia
Jiesong Bai
Yihang Dong
ViT
616
4
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21 Jan 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration
Hao Li
Xiang Chen
Jiangxin Dong
Jinhui Tang
Jinshan Pan
310
13
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02 Dec 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations
J. Mao
Yue Yang
Xuesong Yin
Ling Shao
Hao Tang
231
1
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16 Nov 2024
LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
Neural Information Processing Systems (NeurIPS), 2024
Zefan Qu
Ke Xu
Gerhard Hancke
Rynson W. H. Lau
307
8
0
11 Nov 2024
Paint Bucket Colorization Using Anime Character Color Design Sheets
Yuekun Dai
Qinyue Li
Shangchen Zhou
Yihang Luo
Chongyi Li
Chen Change Loy
143
3
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25 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
Yuang Ai
Huaibo Huang
Ran He
288
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20 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
241
1
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30 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring
IEEE International Conference on Robotics and Automation (ICRA), 2024
Ling Wang
Chen Wu
Lin Wang
259
4
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20 Sep 2024
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
European Conference on Computer Vision (ECCV), 2024
Taewoo Kim
Jaeseok Jeong
Hoonhee Cho
Yuhwan Jeong
Kuk-Jin Yoon
160
19
0
27 Aug 2024
ECAFormer: Low-light Image Enhancement using Cross Attention
Yudi Ruan
Hao Ma
Weikai Li
Xiao Wang
306
3
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19 Jun 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results
Xiaoning Liu
Zongwei Wu
Ao Li
Florin-Alexandru Vasluianu
Yulun Zhang
...
Hailong Yan
Y. Zhang
Baiang Li
Jingyi Zhang
Huan Zheng
237
54
0
22 Apr 2024
PIE: Physics-inspired Low-light Enhancement
Dong Liang
Zhengyan Xu
Ling Li
Mingqiang Wei
Songcan Chen
SSL
196
15
0
06 Apr 2024
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving
Yiting Wang
Haonan Zhao
Daniel Gummadi
M. Dianati
Kurt Debattista
Valentina Donzella
244
4
0
23 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
216
56
0
08 Feb 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
237
3
0
26 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement
Chen Henry Wu
Zhuoran Zheng
Xiuyi Jia
Wenqi Ren
141
3
0
19 Jan 2024
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
251
4
0
15 Dec 2023
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook
AAAI Conference on Artificial Intelligence (AAAI), 2023
Wenbin Zou
Hongxia Gao
Tian-Chun Ye
Liang Chen
Weipeng Yang
Shasha Huang
Hongsheng Chen
Sixiang Chen
205
21
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14 Dec 2023
DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement
Jingchun Zhou
Zongxin He
Qiuping Jiang
Kui Jiang
Xianping Fu
Xuelong Li
248
1
0
12 Dec 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
European Conference on Computer Vision (ECCV), 2023
Yitong Jiang
Zhaoyang Zhang
Tianfan Xue
Liang Feng
DiffM
595
80
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16 Oct 2023
Empowering Low-Light Image Enhancer through Customized Learnable Priors
IEEE International Conference on Computer Vision (ICCV), 2023
Naishan Zheng
Man Zhou
Yanmeng Dong
Xiangyu Rui
Jie Huang
Chongyi Li
Fengmei Zhao
260
54
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05 Sep 2023
FastLLVE: Real-Time Low-Light Video Enhancement with Intensity-Aware Lookup Table
ACM Multimedia (ACM MM), 2023
Wenhao Li
Guangyang Wu
Wenyi Wang
Peiran Ren
Xiaohong Liu
174
18
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13 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration
Jinghao Zhang
Fengmei Zhao
201
3
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01 Aug 2023
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2023
Run Luo
Wenjing Wang
Wenhan Yang
Jiaying Liu
VLM
292
23
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17 Jul 2023
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces
Shanliang Yao
Runwei Guan
Zhaodong Wu
Yi Ni
Zile Huang
...
H. Seo
Ka Lok Man
Jieming Ma
Xiaohui Zhu
Yutao Yue
361
70
0
13 Jul 2023
LLCaps: Learning to Illuminate Low-Light Capsule Endoscopy with Curved Wavelet Attention and Reverse Diffusion
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Long Bai
Tong Chen
Yanan Wu
An-Chi Wang
Mobarakol Islam
Hongliang Ren
DiffM
MedIm
183
22
0
05 Jul 2023
Adaptive Window Pruning for Efficient Local Motion Deblurring
International Conference on Learning Representations (ICLR), 2023
Haoying Li
Jixin Zhao
Shangchen Zhou
H. Feng
Chongyi Li
Chen Change Loy
ViT
246
9
0
25 Jun 2023
Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement
Qihan Zhao
Xiaofeng Zhang
Hao Tang
Chaochen Gu
Shanying Zhu
374
20
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17 Jun 2023
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yu Dai
Chongyi Li
Shangchen Zhou
Ruicheng Feng
Yihang Luo
Chen Change Loy
180
46
0
07 Jun 2023
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