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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
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater Jingchun Zhou Qilin Gai Kin-Man Lam Xianping Fu 59 0 0 12 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 87 28 0 08 Dec 2023
Multi-task Image Restoration Guided By Robust DINO Features Xin Lin Chao Ren Kelvin C. K. Chan Lu Qi Jinshan Pan Ming-Hsuan Yang 109 5 0 04 Dec 2023
J-Net: Improved U-Net for Terahertz Image Super-Resolution Woon-Ha Yeo Seung-Hwan Jung Seung Jae Oh I. Maeng Eui Su Lee Han-Cheol Ryu SupR 61 4 0 04 Dec 2023
Language-driven All-in-one Adverse Weather Removal Hao Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 107 23 0 03 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski Margret Keuper 91 6 0 29 Nov 2023
Revisiting Single Image Reflection Removal In the Wild Yurui Zhu Xueyang Fu Peng-Tao Jiang Hao Zhang Qibin Sun Jinwei Chen Zheng-Jun Zha Yue Liu 78 16 0 29 Nov 2023
Adversarial Purification of Information Masking Sitong Liu Z. Lian Shuangquan Zhang Liang Xiao AAML 74 0 0 26 Nov 2023
PanBench: Towards High-Resolution and High-Performance Pansharpening Shiying Wang Xuechao Zou Kai Li Junliang Xing Pin Tao 88 1 0 20 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jingyun Liang Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 72 11 0 20 Nov 2023
CLIP Guided Image-perceptive Prompt Learning for Image Enhancement Weiwen Chen Qiuhong Ke Zinuo Li CLIP VLM 48 2 0 07 Nov 2023
Revitalizing Legacy Video Content: Deinterlacing with Bidirectional Information Propagation Zhaowei Gao Mingyang Song Christopher Schroers Yang Zhang 62 1 0 30 Oct 2023
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation Tingting Wu Zhiyan Du Zhi Li Feng-Lei Fan Tieyong Zeng 60 2 0 30 Oct 2023
Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal Yu-Wei Chen Soo-Chang Pei 84 9 0 27 Oct 2023
Learned, uncertainty-driven adaptive acquisition for photon-efficient scanning microscopy C. T. Ye Jiashu Han Kunzan Liu Anastasios Nikolas Angelopoulos Linda G. Griffith Kristina Monakhova Sixian You 70 4 0 24 Oct 2023
ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang Pan Zhou Shuicheng Yan Liang Lin 89 27 0 20 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 76 28 0 19 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 107 32 0 18 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 159 46 0 16 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 56 20 0 16 Oct 2023
Controlling Vision-Language Models for Multi-Task Image Restoration Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 146 41 0 02 Oct 2023
Prompt-based test-time real image dehazing: a novel pipeline Xiang Guo Zewei He Ziqian Lu Xuecheng Sun Zheming Lu DiffM VLM 80 6 0 29 Sep 2023
An Ensemble Model for Distorted Images in Real Scenarios Boyu Ji Jianchang Huang Wenzhuo Huang Shuke He 61 0 0 26 Sep 2023
DONNAv2 -- Lightweight Neural Architecture Search for Vision tasks Sweta Priyadarshi Tianyu Jiang Hsin-Pai Cheng S. Rama Krishna Viswanath Ganapathy C. Patel 132 0 0 26 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Liang Feng DiffM 67 4 0 19 Sep 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images Dongwoo Lee Jeongtaek Oh Jaesung Rim Sung-Jin Cho Kyoung Mu Lee VGen 124 28 0 16 Sep 2023
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal Wei Chen Yingtie Lei Shenghong Luo Zinuo Li Mingxian Li Chi-Man Pun 75 1 0 13 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 70 12 0 12 Sep 2023
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 101 53 0 11 Sep 2023
Multi-view Self-supervised Disentanglement for General Image Denoising Hao Chen Chenyuan Qu Yu Zhang Chen Chen Jianbo Jiao OOD SSL 60 8 0 10 Sep 2023
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks Zigang Geng Binxin Yang Tiankai Hang Chen Li Shuyang Gu ... Jianmin Bao Zheng Zhang Han Hu DongDong Chen Baining Guo DiffM VLM 118 107 0 07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 89 14 0 06 Sep 2023
SAM-Deblur: Let Segment Anything Boost Image Deblurring Siwei Li Mingxuan Liu Yating Zhang Shu Chen Haoxiang Li Zifei Dou Hong Chen VLM 72 12 0 05 Sep 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration Youngrae Kim Younggeol Cho Thanh-Tung Nguyen Seunghoon Hong Dongman Lee 80 2 0 28 Aug 2023
High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net Zinuo Li Xuhang Chen Chi-Man Pun Xiaodong Cun 114 36 0 27 Aug 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks Sixiang Chen Tian-Chun Ye Jinbin Bai Erkang Chen Jun Shi Lei Zhu 78 45 0 27 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 100 14 0 26 Aug 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 80 16 0 26 Aug 2023
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion Shenghong Luo Xuhang Chen Wei Chen Zinuo Li Shuqiang Wang Chi-Man Pun ViT 83 25 0 26 Aug 2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices Xiangyu Chen Ruiwen Zhen Shuai Li Xiaotian Li Guanghui Wang 59 1 0 24 Aug 2023
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer Jingfan Tan Xiaoxu Chen Tao Wang Kaihao Zhang Wenhan Luo Xiaocun Cao 58 12 0 20 Aug 2023
Single Image Reflection Separation via Component Synergy Qiming Hu Xiaojie Guo SupR 42 28 0 19 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 57 3 0 17 Aug 2023
SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-time Performance on Mobile Device Wei Gou Ziyao Yi Yan Xiang Sha Li Zibin Liu Dehui Kong Ke Xu 67 5 0 16 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 64 29 0 13 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 86 14 0 09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou Keqin Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 90 34 0 08 Aug 2023
Under-Display Camera Image Restoration with Scattering Effect Binbin Song Xiangyu Chen Shuning Xu Jiantao Zhou 77 14 0 08 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 103 3 0 07 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 92 187 0 07 Aug 2023