Simple Baselines for Image Restoration

10 April 2022

Papers citing "Simple Baselines for Image Restoration"

50 / 407 papers shown

Title
Prompt-based test-time real image dehazing: a novel pipeline Xiang Guo Zewei He Ziqian Lu Xuecheng Sun Zheming Lu DiffM VLM 16 4 0 29 Sep 2023
An Ensemble Model for Distorted Images in Real Scenarios Boyu Ji Jianchang Huang Wenzhuo Huang Shuke He 22 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 26 0 0 26 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Jinwei Gu DiffM 22 3 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 38 27 0 16 Sep 2023
ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal Wei-Neng Chen Yingtie Lei Shenghong Luo Zinuo Li Mingxian Li Chi-Man Pun 19 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 13 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 24 41 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 16 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-Wei Zhang Han Hu Dongdong Chen Baining Guo DiffM VLM 38 92 0 07 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 20 11 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 23 12 0 05 Sep 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration Youngrae Kim Younggeol Cho Thanh-Tung Nguyen Seunghoon Hong Dongman Lee 11 0 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 25 31 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 23 39 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 28 13 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 21 12 0 26 Aug 2023
Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion Shenghong Luo Xuhang Chen Wei-Neng Chen Zinuo Li Shuqiang Wang Chi-Man Pun ViT 24 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 15 0 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 30 10 0 20 Aug 2023
Single Image Reflection Separation via Component Synergy Qiming Hu Xiaojie Guo SupR 6 23 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 24 2 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 23 4 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 14 22 0 13 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 16 14 0 09 Aug 2023
DiffCR: A Fast Conditional Diffusion Framework for Cloud Removal from Optical Satellite Images Xuechao Zou K. Li Junliang Xing Yu-an Zhang Shiying Wang Lei Jin Pin Tao DiffM 11 24 0 08 Aug 2023
Under-Display Camera Image Restoration with Scattering Effect Binbin Song Xiangyu Chen Shuning Xu Jiantao Zhou 28 12 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 14 3 0 07 Aug 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu L. Kong Xiaokang Yang F. I. F. Richard Yu ViT 11 163 0 07 Aug 2023
All-in-one Multi-degradation Image Restoration Network via Hierarchical Degradation Representation Cheng Zhang Yu Zhu Qingsen Yan Jinqiu Sun Yanning Zhang 28 21 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 8 6 0 05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 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 X. Yang Yuan Gu Qiang Li 12 19 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 17 24 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 M. Keuper 22 8 0 25 Jul 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration Jing Hao Jingming Xie Jinyuan Zhang Moyun Liu 12 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 16 9 0 20 Jul 2023
Lighting up NeRF via Unsupervised Decomposition and Enhancement Haoyuan Wang Xiaogang Xu Ke Xu Rynson W. H. Lau 19 27 0 20 Jul 2023
Physics-Driven Turbulence Image Restoration with Stochastic Refinement Ajay Jaiswal Xingguang Zhang Stanley H. Chan Zhangyang Wang 11 20 0 20 Jul 2023
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network Hao-Liang Yang Liyuan Pan Yan Yang Richard Hartley Miaomiao Liu VLM 27 9 0 19 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 13 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 B. Wen DiffM 23 38 0 15 Jul 2023
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing Yuhao Huang Gangrong Qu Youran Ge 20 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 17 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 8 6 0 06 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 17 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 13 5 0 28 Jun 2023
Cutting-Edge Techniques for Depth Map Super-Resolution Ryan Peterson Josiah W. Smith SupR 4 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 L. Zhang DiffM VLM 6 43 0 23 Jun 2023
PromptIR: Prompting for All-in-One Blind Image Restoration Vaishnav Potlapalli Syed Waqas Zamir Salman Khan F. Khan VLM 26 91 0 22 Jun 2023