Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2003.06792
Cited By
v1
v2 (latest)
Learning Enriched Features for Real Image Restoration and Enhancement
European Conference on Computer Vision (ECCV), 2020
15 March 2020
Syed Waqas Zamir
Aditya Arora
Salman Khan
Munawar Hayat
Fahad Shahbaz Khan
Ming-Hsuan Yang
Ling Shao
SupR
Re-assign community
ArXiv (abs)
PDF
HTML
Github (697★)
Papers citing
"Learning Enriched Features for Real Image Restoration and Enhancement"
50 / 158 papers shown
Physics-Informed Graph Neural Network with Frequency-Aware Learning for Optical Aberration Correction
Yong En Kok
Bowen Deng
Alexander Bentley
Andrew Parkes
Michael Somekh
Amanda J. Wright
Michael P. Pound
164
0
0
05 Dec 2025
Hierarchical Spatial-Frequency Aggregation for Spectral Deconvolution Imaging
Tao Lv
Daoming Zhou
Chenglong Huang
Chongde Zi
Linsen Chen
Xun Cao
170
0
0
10 Nov 2025
Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement
Xinhua Wang
Caibo Feng
Xiangjun Fu
Chunxiao Liu
Mamba
413
0
0
29 Oct 2025
Residual Diffusion Bridge Model for Image Restoration
H. Wang
Jing Zhang
Haoyang Chen
Haonan Guo
Di Wang
Jiayi Ma
Bo Du
340
6
0
27 Oct 2025
Frequency-Spatial Interaction Driven Network for Low-Light Image Enhancement
Yunhong Tao
Wenbing Tao
Xiang Xiang
148
0
0
25 Oct 2025
Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis
Eashan Adhikarla
Yixin Liu
Brian D. Davison
DiffM
MedIm
323
1
0
07 Oct 2025
TDiff: Thermal Plug-And-Play Prior with Patch-Based Diffusion
Piyush Dashpute
Niki Nezakati
Wolfgang Heidrich
Vishwanath Saragadam
DiffM
209
0
0
07 Oct 2025
Wave-GMS: Lightweight Multi-Scale Generative Model for Medical Image Segmentation
Talha Ahmed
Nehal Ahmed Shaikh
Hassan Mohy-ud-Din
MedIm
VLM
182
0
0
03 Oct 2025
Blind-Spot Guided Diffusion for Self-supervised Real-World Denoising
Shen Cheng
Haipeng Li
Haibin Huang
Xiaohong Liu
Shuaicheng Liu
DiffM
316
0
0
19 Sep 2025
Using KL-Divergence to Focus Frequency Information in Low-Light Image Enhancement
Yan Xingyang
Huang Xiaohong
Zhang Zhao
You Tian
Xu Ziheng
280
1
0
16 Sep 2025
VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring
Cuong V. Nguyen
D. Tran
Hong Nguyen
Xuan-Vu Phan
Nam-Phong Nguyen
188
0
0
10 Sep 2025
IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising
Dongjin Kim
Jaekyun Ko
M. K. Ali
Tae Hyun Kim
191
13
0
27 Aug 2025
Uncertainty-Aware Spatial Color Correlation for Low-Light Image Enhancement
Jin Kuang
Dong Liu
Yukuang Zhang
S. Wang
170
0
0
06 Aug 2025
CIVQLLIE: Causal Intervention with Vector Quantization for Low-Light Image Enhancement
Tongshun Zhang
Pingping Liu
Zhe Zhang
Qiuzhan Zhou
183
1
0
05 Aug 2025
ModalFormer: Multimodal Transformer for Low-Light Image Enhancement
Alexandru Brateanu
Raul Balmez
Ciprian Orhei
C. Ancuti
Cosmin Ancuti
ViT
OffRL
283
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
165
5
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
228
3
0
24 Jul 2025
DiNAT-IR: Exploring Dilated Neighborhood Attention for High-Quality Image Restoration
Hanzhou Liu
Binghan Li
Chengkai Liu
Mi Lu
205
1
0
23 Jul 2025
MCGA: Mixture of Codebooks Hyperspectral Reconstruction via Grayscale-Aware Attention
Zhanjiang Yang
Lijun Sun
J. Dong
Xiaoxin An
Yang Liu
Meng Li
414
0
0
14 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
346
2
0
23 Jun 2025
Reversing Flow for Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Haina Qin
Wenyang Luo
L. xilinx Wang
Dandan Zheng
Jingdong Chen
Ming Yang
Bing Li
Weiming Hu
401
4
0
20 Jun 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2025
Hanze Liu
J. Fu
Qi Xie
Deyu Meng
SSL
354
7
0
26 May 2025
DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
Ziqiang Liu
Shuigeng Zhou
Yuchao Dai
Yang Wang
Yisheng An
Xiangmo Zhao
615
3
0
24 Apr 2025
Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design
Wei Dong
Yan Min
Han Zhou
Jun Chen
ViT
285
13
0
18 Apr 2025
Learning Physics-Informed Color-Aware Transforms for Low-Light Image Enhancement
Xingxing Yang
Jie Chen
Zaifeng Yang
214
1
0
16 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration
Yubin Gu
Yuan Meng
Kaihang Zheng
Xiaoshuai Sun
Jinfa Huang
Weijian Ruan
Liujuan Cao
Rongrong Ji
469
3
0
15 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Yuandong Pu
Le Zhuo
Kaiwen Zhu
Liangbin Xie
Wenlong Zhang
Xiangyu Chen
Peng Gao
Botian Shi
Chao Dong
Yihao Liu
MLLM
404
15
0
07 Apr 2025
Illuminating Darkness: Learning to Enhance Low-light Images In-the-Wild
S. Sharif
Abdur Rehman
Zain Ul Abidin
R. A. Naqvi
Fayaz Ali Dharejo
Radu Timofte
481
2
0
10 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
430
116
0
27 Feb 2025
DLEN: Dual Branch of Transformer for Low-Light Image Enhancement in Dual Domains
Junyu Xia
Jiesong Bai
Yihang Dong
ViT
750
4
0
21 Jan 2025
Natural Language Supervision for Low-light Image Enhancement
Jiahui Tang
Kaihua Zhou
Zhijian Luo
Yueen Hou
384
2
0
11 Jan 2025
Realistic Noise Synthesis with Diffusion Models
AAAI Conference on Artificial Intelligence (AAAI), 2023
Qi Wu
Mingyan Han
Ting Jiang
Chengzhi Jiang
B. Zeng
Man Jiang
Haoqiang Fan
Shuaicheng Liu
DiffM
666
6
0
03 Jan 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring
IEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
440
5
0
10 Dec 2024
Learning Adaptive Lighting via Channel-Aware Guidance
Qirui Yang
Peng-Tao Jiang
Hao Zhang
Jinwei Chen
Bo Li
Huanjing Yue
Jingyu Yang
514
7
0
02 Dec 2024
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement
ACM Multimedia (MM), 2024
Tongshun Zhang
Pingping Liu
Ming Zhao
Haotian Lv
343
42
0
01 Dec 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration
Computer Vision and Image Understanding (CVIU), 2024
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
437
2
0
12 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction
Neural Information Processing Systems (NeurIPS), 2024
Magauiya Zhussip
Iaroslav Koshelev
Stamatis Lefkimmiatis
DiffM
314
2
0
08 Nov 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
Jin Cao
Deyu Meng
Xiangyong Cao
CLL
297
4
0
11 Oct 2024
OmniSR: Shadow Removal under Direct and Indirect Lighting
AAAI Conference on Artificial Intelligence (AAAI), 2024
Jiamin Xu
Zelong Li
Yuxin Zheng
Chenyu Huang
Renshu Gu
Weiwei Xu
Gang Xu
3DV
623
18
0
02 Oct 2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction
Zaid Ilyas
Naveed Akhtar
David Suter
Syed Zulqarnain Gilani
337
1
0
01 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
IEEE Transactions on Image Processing (TIP), 2024
Wenfeng Huang
Guoan Xu
Wenjing Jia
Stuart W. Perry
Guangwei Gao
791
4
0
27 Sep 2024
RCNet: Deep Recurrent Collaborative Network for Multi-View Low-Light Image Enhancement
IEEE transactions on multimedia (IEEE TMM), 2024
Hao Luo
Siyi Pan
Xiangjie Sui
Peilin Chen
Shiqi Wang
3DV
692
12
0
06 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
IEEE Transactions on Image Processing (TIP), 2024
Xu Zhang
Jiaqi Ma
Guoli Wang
Qian Zhang
Huan Zhang
Lefei Zhang
VLM
741
58
0
28 Aug 2024
From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision
Eashan Adhikarla
Kai Zhang
John Nicholson
Brian D. Davison
Brian D. Davison
Mamba
343
11
0
19 Aug 2024
Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement
Eashan Adhikarla
Kai Zhang
Rosaura G. VidalMata
Manjushree B. Aithal
Nikhil Ambha Madhusudhana
John Nicholson
Lichao Sun
Brian D. Davison
321
6
0
18 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer
Yuanfei Huang
Hua Huang
ViT
375
6
0
12 Jul 2024
Burst Image Super-Resolution with Base Frame Selection
Sanghyun Kim
Min Jung Lee
Woohyeok Kim
Deunsol Jung
Jaesung Rim
Sunghyun Cho
Minsu Cho
SupR
252
2
0
25 Jun 2024
Learning Accurate and Enriched Features for Stereo Image Super-Resolution
Hu Gao
Depeng Dang
SupR
234
9
0
23 Jun 2024
RSEND: Retinex-based Squeeze and Excitation Network with Dark Region Detection for Efficient Low Light Image Enhancement
Jingcheng Li
Ye Qiao
Jingcheng Li
Sitao Huang
391
2
0
14 Jun 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
708
73
0
25 May 2024
1
2
3
4
Next
Page 1 of 4