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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
DiET-GS: Diffusion Prior and Event Stream-Assisted Motion Deblurring 3D Gaussian Splatting Seungjun Lee Gim Hee Lee 3DGS DiffM 79 1 0 31 Mar 2025
Unsupervised Real-World Denoising: Sparsity is All You Need Hamadi Chihaoui Paolo Favaro DiffM 137 0 0 27 Mar 2025
Multispectral Demosaicing via Dual Cameras SaiKiran Tedla Junyong Lee Beixuan Yang Mahmoud Afifi M. Brown 97 0 0 27 Mar 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 112 0 0 26 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 72 1 0 25 Mar 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing Ruiyi Wang Yushuo Zheng Zicheng Zhang Chunyi Li Shuaicheng Liu Guangtao Zhai Xiaohong Liu DiffM 85 1 0 25 Mar 2025
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining Guanglu Dong Tianheng Zheng Yuanzhouhan Cao L. Qing Chao Ren DiffM 140 0 0 24 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding Kai Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 106 1 0 23 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Christos Sakaridis Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 101 0 0 22 Mar 2025
Dereflection Any Image with Diffusion Priors and Diversified Data Jichen Hu Chen-Ning Yang Zanwei Zhou Jiemin Fang Xiaokang Yang Q. Tian Wei Shen 83 0 0 21 Mar 2025
Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures Tim Seizinger Florin-Alexandru Vasluianu Marcos V. Conde Zongwei Wu Radu Timofte 107 1 0 20 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 103 1 0 20 Mar 2025
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing Shiyang Zhou Haijin Zeng Yunfan Lu Tong Shao Ke Tang Yongyong Chen Jie Liu Jingyong Su Mamba 120 1 0 20 Mar 2025
MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance Zihan Cao Yu Zhong Ziyi Wang Liang-Jian Deng 111 0 0 19 Mar 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining Shun Zou Yi Zou Mingya Zhang Shipeng Luo Guangwei Gao Guojun Qi 127 0 0 15 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 125 1 0 13 Mar 2025
Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion Xingxin Xu Bing Cao Yinan Xia Pengfei Zhu Q. Hu 79 0 0 13 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai Ming Wang 107 1 0 12 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 75 1 0 12 Mar 2025
Boosting Diffusion-Based Text Image Super-Resolution Model Towards Generalized Real-World Scenarios Chenglu Pan Xiaogang Xu Ganggui Ding Yunke Zhang Wenbo Li Jiarong Xu Qingbiao Wu 142 0 0 10 Mar 2025
One-Step Diffusion Model for Image Motion-Deblurring Xianglong Liu Yuquan Wang Zhaoyu Chen Jingyun Liang He Zhang Yize Zhang Xiaokang Yang DiffM 133 1 0 09 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 93 0 0 08 Mar 2025
Rapid Bone Scintigraphy Enhancement via Semantic Prior Distillation from Segment Anything Model Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Zheyu Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 128 0 0 04 Mar 2025
Adaptive Identification of Blurred Regions for Accurate Image Deblurring Hu Gao Depeng Dang 73 0 0 28 Feb 2025
MFSR-GAN: Multi-Frame Super-Resolution with Handheld Motion Modeling Fadeel Sher Khan Joshua Ebenezer Hamid Sheikh Seok-Jun Lee 144 0 0 28 Feb 2025
PrimeK-Net: Multi-scale Spectral Learning via Group Prime-Kernel Convolutional Neural Networks for Single Channel Speech Enhancement Zizhen Lin Junyu Wang Ruili Li Fei Shen Xi Xuan 101 2 0 27 Feb 2025
Towards Differential Handling of Various Blur Regions for Accurate Image Deblurring Hu Gao Depeng Dang 155 0 0 27 Feb 2025
Exploiting Deblurring Networks for Radiance Fields Haeyun Choi Heemin Yang Janghyeok Han Sunghyun Cho 136 0 0 20 Feb 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 110 0 0 06 Feb 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring Xiaopeng Lin Yulong Huang Hongwei Ren Zunchang Liu Yue Zhou Haotian Fu Bojun Cheng 105 0 0 27 Jan 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Qian Zhang Lefei Zhang Bo Du 476 1 0 22 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results Benjamin Kiefer Lojze Žust Jon Muhovič Matej Kristan J. Pers ... Ashraf Saleem Ching-Heng Cheng Yu-Fan Lin Tzu-Yu Lin Chih-Chung Hsu 77 1 0 20 Jan 2025
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Xiaojiao Guo Xuhang Chen Shuqiang Wang Chi-Man Pun 84 8 0 06 Jan 2025
Passive Non-Line-of-Sight Imaging with Light Transport Modulation Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 179 3 0 03 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 236 1 0 03 Jan 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 114 1 0 28 Dec 2024
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 68 0 0 24 Dec 2024
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 181 2 0 21 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 155 1 0 15 Dec 2024
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 145 0 0 06 Dec 2024
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage D. Ivanova Marco Aversa Paul Henderson John Williamson 129 0 0 05 Dec 2024
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 138 0 0 03 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 536 5 0 27 Nov 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 255 1 0 27 Nov 2024
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue Xin Lin Zijiu Yang Chao Ren 129 0 0 26 Nov 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 167 1 0 26 Nov 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 512 0 0 22 Nov 2024
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation Christoph Reinders Radu Berdan Beril Besbinar Junji Otsuka Daisuke Iso 121 2 0 20 Nov 2024
Towards Degradation-Robust Reconstruction in Generalizable NeRF Chan Ho Park Ka Leong Cheng Zhicheng Wang Qifeng Chen 129 0 0 18 Nov 2024
MSSIDD: A Benchmark for Multi-Sensor Denoising Shibin Mei Hang Wang Bingbing Ni 98 2 0 18 Nov 2024