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Simple Baselines for Image Restoration

10 April 2022

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Papers citing "Simple Baselines for Image Restoration"

50 / 424 papers shown

Title
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 85 23 0 06 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 100 6 0 05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 84 2 0 01 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 71 28 0 31 Jul 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli Margret Keuper 78 9 0 25 Jul 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration Jing Hao Jingming Xie Jinyuan Zhang Moyun Liu 73 7 0 22 Jul 2023
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors Haechang Lee Dongwon Park Wongi Jeong Kijeong Kim Hyunwoo Je Dongil Ryu S. Chun 79 9 0 20 Jul 2023
Lighting up NeRF via Unsupervised Decomposition and Enhancement Haoyuan Wang Xiaogang Xu Ke Xu Rynson W. H. Lau 79 29 0 20 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 80 22 0 20 Jul 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 91 9 0 19 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 52 0 0 19 Jul 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen DiffM 79 41 0 15 Jul 2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing Yuhao Huang Gangrong Qu Youran Ge 44 0 0 14 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 75 1 0 08 Jul 2023
Cross-Spatial Pixel Integration and Cross-Stage Feature Fusion Based Transformer Network for Remote Sensing Image Super-Resolution Yuting Lu Lingtong Min Binglu Wang Le Zheng Xiaoxu Wang Yongqiang Zhao Teng Long 59 8 0 06 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 64 1 0 06 Jul 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 62 5 0 28 Jun 2023
Cutting-Edge Techniques for Depth Map Super-Resolution Ryan Peterson Josiah W. Smith SupR 68 0 0 27 Jun 2023
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration Jiaqi Ma Tianheng Cheng Guoli Wang Qian Zhang Xinggang Wang Lefei Zhang DiffM VLM 81 48 0 23 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan VLM 111 95 0 22 Jun 2023
Minimalist and High-Quality Panoramic Imaging with PSF-aware Transformers Zhijie Xu Shaohua Gao Yao Gao Kailun Yang Zhonghua Yi Haowen Shi Lei Sun Kaiwei Wang 107 10 0 22 Jun 2023
LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement Chang-Hao Wu Jiangxin Dong Jinhui Tang 3DV 105 0 0 12 Jun 2023
HQ-50K: A Large-scale, High-quality Dataset for Image Restoration Qinhong Yang DongDong Chen Zhentao Tan Qiankun Liu Qi Chu Jianmin Bao Lu Yuan Gang Hua Nenghai Yu 70 14 0 08 Jun 2023
Normalization-Equivariant Neural Networks with Application to Image Denoising Sébastien Herbreteau E. Moebel Charles Kervrann 49 11 0 08 Jun 2023
A Mask Free Neural Network for Monaural Speech Enhancement Liangqi Liu Haixing Guan Jinlong Ma Wei Dai Guang-Yi Wang Shaowei Ding 80 12 0 07 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring Dan Yang Mehmet Yamaç 70 4 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 94 26 0 31 May 2023
Ambiguity in solving imaging inverse problems with deep learning based operators David Evangelista E. Morotti E. L. Piccolomini J. Nagy 91 10 0 31 May 2023
BASED: Benchmarking, Analysis, and Structural Estimation of Deblurring Nikita Alutis Egor Chistov M. Dremin D. Vatolin 60 0 0 27 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning Feiyu Li Jun Yang 36 1 0 27 May 2023
Image Quality Is Not All You Want: Task-Driven Lens Design for Image Classification Xinge Yang Qiang Fu Yunfeng Nie Wolfgang Heidrich VLM 70 7 0 26 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 107 44 0 23 May 2023
MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Qingpeng Zhu Qi Sun Wenxiu Sun Chen Change Loy Jinwei Gu 108 10 0 23 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 77 4 0 23 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 83 8 0 22 May 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 92 9 0 19 May 2023
Adaptive aggregation of Monte Carlo augmented decomposed filters for efficient group-equivariant convolutional neural network Wenzhao Zhao Barbara D. Wichtmann Steffen Albert Angelika Maurer F. G. Zollner Ulrike Attenberger Jurgen Hesser 93 1 0 17 May 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 47 5 0 17 May 2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer Yun-Peng Liu Zhongsheng Yan Sixiang Chen Tian-Chun Ye Wenqi Ren Erkang Chen ViT 105 69 0 16 May 2023
Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution Ming Cheng Haoyu Ma Qiufang Ma Xiaopeng Sun Weiqi Li Zhenyu Zhang Xuhan Sheng Shijie Zhao Junlin Li Li Zhang ViT 65 20 0 09 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 60 18 0 09 May 2023
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark X. Lin Jingtong Yue Sixian Ding Chao Ren Lu Qi Ming-Hsuan Yang 54 2 0 06 May 2023
Non-Contact Heart Rate Measurement from Deteriorated Videos Nhi H. Nguyen L. Nguyen Constantino Álvarez Casado O. Silvén Miguel Bordallo López 56 4 0 28 Apr 2023
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network K. Ishikawa Daiki Takeuchi Noboru Harada Takehiro Moriya 67 1 0 27 Apr 2023
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge Ke-Jia Chen Liangyan Li Huan Liu Yunzhe Li Congling Tang Jun Chen 58 15 0 25 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 94 80 0 20 Apr 2023
MIPI 2023 Challenge on RGBW Remosaic: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 67 5 0 20 Apr 2023
MIPI 2023 Challenge on RGBW Fusion: Methods and Results Qi Sun Qingyu Yang Chongyi Li Shangchen Zhou Ruicheng Feng Yu Dai Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 57 3 0 20 Apr 2023
LLIC: Large Receptive Field Transform Coding with Adaptive Weights for Learned Image Compression Wei Jiang Peirong Ning Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 165 7 0 19 Apr 2023