Simple Baselines for Image Restoration

10 April 2022

Papers citing "Simple Baselines for Image Restoration"

50 / 407 papers shown

Title
Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang Hongtao Wu Angelica I. Aviles-Rivero Yulun Zhang Jing Qin Lei Zhu 22 8 0 12 Mar 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 31 3 0 07 Mar 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 31 4 0 28 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 21 1 0 24 Feb 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 50 196 0 23 Feb 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 24 0 0 23 Feb 2024
FD-Vision Mamba for Endoscopic Exposure Correction Zhuoran Zheng Jun Zhang 10 8 0 09 Feb 2024
Dual-Path Coupled Image Deraining Network via Spatial-Frequency Interaction Yuhong He Aiwen Jiang Lingfang Jiang Zhifeng Wang Lu Wang 16 2 0 07 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 6 1 0 05 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 16 0 0 02 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 18 48 0 29 Jan 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 14 11 0 26 Jan 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration Yimin Xu Nanxi Gao Zhongyun Shan Fei Chao Rongrong Ji 17 6 0 24 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 8 0 0 18 Jan 2024
Low-light Stereo Image Enhancement and De-noising in the Low-frequency Information Enhanced Image Space Minghua Zhao Xiangdong Qin Shuangli Du Xuefei Bai Jiahao Lyu Yiguang Liu 6 3 0 15 Jan 2024
Depth-agnostic Single Image Dehazing Honglei Xu Yan Shu Shaohui Liu 14 0 0 14 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 14 1 0 11 Jan 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 14 0 0 10 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 16 34 0 01 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 20 2 0 31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 19 9 0 29 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
BSRAW: Improving Blind RAW Image Super-Resolution Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte 17 6 0 24 Dec 2023
ParamISP: Learned Forward and Inverse ISPs using Camera Parameters Woohyeok Kim Geon-Yeong Kim Junyong Lee Seungyong Lee Seung-Hwan Baek Sunghyun Cho 12 8 0 20 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 45 2 0 15 Dec 2023
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion Xinyi Liu Qian Zhao Jie-Kai Liang Huiyu Zeng Deyu Meng Lei Zhang 30 0 0 14 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 27 8 0 13 Dec 2023
EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection Xuanyu Zhang Runyi Li Jiwen Yu You-song Xu Weiqi Li Jian Andrew Zhang WIGM 26 43 0 12 Dec 2023
DGNet: Dynamic Gradient-Guided Network for Water-Related Optics Image Enhancement Jingchun Zhou Zongxin He Qiuping Jiang Kui Jiang Xianping Fu Xuelong Li 11 1 0 12 Dec 2023
IA2U: A Transfer Plugin with Multi-Prior for In-Air Model to Underwater Jingchun Zhou Qilin Gai Kin-Man Lam Xianping Fu 11 0 0 12 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 33 25 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 25 2 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 13 3 0 04 Dec 2023
Language-driven All-in-one Adverse Weather Removal Hao-Liang Yang Liyuan Pan Yan Yang Wei Liang VLM KELM 15 18 0 03 Dec 2023
Improving Feature Stability during Upsampling -- Spectral Artifacts and the Importance of Spatial Context Shashank Agnihotri Julia Grabinski M. Keuper 15 5 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 Bo-wen Li 24 11 0 29 Nov 2023
Adversarial Purification of Information Masking Sitong Liu Z. Lian Shuangquan Zhang Liang Xiao AAML 10 0 0 26 Nov 2023
PanBench: Towards High-Resolution and High-Performance Pansharpening Shiying Wang Xuechao Zou Kai Li Junliang Xing Pin Tao 11 1 0 20 Nov 2023
Deep Equilibrium Diffusion Restoration with Parallel Sampling Jiezhang Cao Yue Shi Kai Zhang Yulun Zhang Radu Timofte Luc Van Gool DiffM 17 9 0 20 Nov 2023
CLIP Guided Image-perceptive Prompt Learning for Image Enhancement Weiwen Chen Qiuhong Ke Zinuo Li CLIP VLM 13 2 0 07 Nov 2023
Revitalizing Legacy Video Content: Deinterlacing with Bidirectional Information Propagation Zhaowei Gao Mingyang Song Christopher Schroers Yang Zhang 4 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 20 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 22 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 17 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 8 26 0 20 Oct 2023
Neural Degradation Representation Learning for All-In-One Image Restoration Mingde Yao Ruikang Xu Yuanshen Guan Jie Huang Zhiwei Xiong 22 24 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 13 25 0 18 Oct 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Jinwei Gu DiffM 32 43 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 13 15 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 65 30 0 02 Oct 2023