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Simple Baselines for Image Restoration

10 April 2022

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Papers citing "Simple Baselines for Image Restoration"

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Title
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 85 38 0 14 Jul 2024
Region Attention Transformer for Medical Image Restoration Zhiwen Yang Haowei Chen Ziniu Qian Yang Zhou Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm ViT 42 4 0 12 Jul 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 77 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 75 1 0 12 Jul 2024
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration Luzhe Huang Xiongye Xiao Shixuan Li Jiawen Sun Yi Huang Aydogan Ozcan Paul Bogdan MedIm DiffM 73 3 0 07 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 124 33 0 05 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li Song Wenjun Zhang DiffM 74 5 0 04 Jul 2024
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream Wenpu Li Pian Wan Peng Wang Jinghang Li Yi Zhou Peidong Liu 108 8 0 02 Jul 2024
Semantic-guided Adversarial Diffusion Model for Self-supervised Shadow Removal Ziqi Zeng Chen Zhao Weiling Cai Chenyu Dong DiffM 93 4 0 01 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Yuchuan Tian Jianhong Han Hanting Chen Yuanyuan Xi Guoyang Zhang Jie Hu Chao Xu Yunhe Wang ViT VLM 82 8 0 30 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 74 2 0 26 Jun 2024
MFDNet: Multi-Frequency Deflare Network for Efficient Nighttime Flare Removal Yiguo Jiang Xuhang Chen Chi-Man Pun Shuqiang Wang Wei Feng 56 12 0 26 Jun 2024
Learning Accurate and Enriched Features for Stereo Image Super-Resolution Hu Gao Depeng Dang SupR 58 2 0 23 Jun 2024
NTIRE 2024 Challenge on Night Photography Rendering Egor Ershov Artyom Panshin Oleg Karasev Sergey Korchagin Shepelev Lev ... Qihua Cheng Fangpu Zhang Zhiqiang Xu Jingyu Yang Huanjing Yue 104 26 0 18 Jun 2024
Technique Report of CVPR 2024 PBDL Challenges Ying Fu Yu Li Shaodi You Boxin Shi Linwei Chen ... Songyin Dai Sen Jia Junpei Zhang Puhua Chen Qihang Li 83 0 0 15 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 90 17 0 13 Jun 2024
Hybrid Spatial-spectral Neural Network for Hyperspectral Image Denoising Hao Liang Chengjie Kun Li Xin Tian 67 1 0 13 Jun 2024
DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor Juncheng Wu Zhangkai Ni Hanli Wang Wenhan Yang Yuyin Zhou Shiqi Wang 73 1 0 12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 74 3 0 12 Jun 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring Huicong Zhang Haozhe Xie Huanjin Yao 55 8 0 11 Jun 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper Margret Keuper 90 5 0 11 Jun 2024
MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancement Zizhen Lin Xiaoting Chen Junyu Wang 96 3 0 07 Jun 2024
$End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model$ End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model Xinge Yang Matheus Souza Kunyi Wang Praneeth Chakravarthula Qiang Fu Wolfgang Heidrich 49 6 0 02 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 115 7 0 30 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 97 6 0 24 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong J. Tang Jinshan Pan Jinshan Pan 110 4 0 23 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 67 0 0 19 May 2024
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution Yihong Chen Zhen Fan Shuai Dong Zhiwei Chen Wenjie Li ... Min Zeng Xubing Lu G. Zhou Xingsen Gao Jun-Ming Liu 43 0 0 14 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 107 11 0 10 May 2024
RPBG: Towards Robust Neural Point-based Graphics in the Wild Qingtian Zhu Zizhuang Wei Zhongtian Zheng Yifan Zhan Zhuyu Yao Jiawang Zhang Kejian Wu Yinqiang Zheng 119 3 0 09 May 2024
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution Yunxiang Li Wenbin Zou Qiaomu Wei Feng Huang Jing Wu 64 4 0 09 May 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results Yaqi Wu Zhihao Fan X. Chu Jimmy S. Ren Xiaoming Li ... Hui Xiong Wei Yu Bingchun Luo S. Nathan Priya Kansal 67 4 0 08 May 2024
Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience Nhi H. Nguyen L. Nguyen Honghan Li Miguel Bordallo López Constantino Álvarez Casado 57 3 0 02 May 2024
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring Nianzu Qiao Lamei Di Changyin Sun 64 0 0 02 May 2024
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Dafeng Zhang Xiaoming Li Zongsheng Yue Chongyi Li ... Yingli Zhang Mingde Hou S. YaoLevinM Aniruth Sundararajan Hari Kumar 100 1 0 30 Apr 2024
Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement Jinyoung Jun Jae-Han Lee Chang-Su Kim 79 3 0 30 Apr 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 111 8 0 25 Apr 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte Jianxing Zhang Jia Li ... Jun Chen Jinyang Yu Kele Xu Qisheng Xu Yong Dou SupR 107 15 0 24 Apr 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 115 29 0 22 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 105 14 0 19 Apr 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization Insoo Kim Jae Seok Choi Geonseok Seo Kinam Kwon Jinwoo Shin Hyong-Euk Lee 69 3 0 18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 87 18 0 17 Apr 2024
Simple Image Signal Processing using Global Context Guidance Omar Elezabi Marcos V. Conde Radu Timofte 46 2 0 17 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 104 2 0 17 Apr 2024
DeblurGS: Gaussian Splatting for Camera Motion Blur Jeongtaek Oh Jaeyoung Chung Dongwoo Lee Kyoung Mu Lee 3DGS 98 10 0 17 Apr 2024
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets D. Tran Armstrong Aboah Yuntae Jeon Maged Shoman Minsoo Park Seunghee Park 68 7 0 15 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 87 35 0 15 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 70 1 0 15 Apr 2024
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön VLM 94 14 0 15 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 103 2 0 12 Apr 2024