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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
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 103 7 0 18 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 86 112 0 17 Apr 2023
Cross-View Hierarchy Network for Stereo Image Super-Resolution Wenbin Zou Hong-xia Gao Liang Chen Yunchen Zhang Mingchao Jiang Zhongxin Yu Ming Tan SupR 72 12 0 13 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 75 15 0 10 Apr 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 95 5 0 06 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 108 49 0 04 Apr 2023
Tunable Convolutions with Parametric Multi-Loss Optimization Matteo Maggioni T. Tanay F. Babiloni Jingyu Sun Alevs Leonardis 123 3 0 03 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 64 11 0 30 Mar 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 56 19 0 29 Mar 2023
Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding Y. Oh J. Park Jaeha Kim Gyeongsik Moon Kyoung Mu Lee 3DH 100 9 0 27 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 78 19 0 24 Mar 2023
PFT-SSR: Parallax Fusion Transformer for Stereo Image Super-Resolution Hansheng Guo Juncheng Li Guangwei Gao Zhi Li T. Zeng ViT 48 13 0 24 Mar 2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields Ahmad AlMughrabi Umair Haroon Ricardo Marques Petia Radeva 66 6 0 21 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 127 122 0 20 Mar 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 91 19 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 122 228 0 16 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 86 4 0 16 Mar 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes Sixiang Chen Tian-Chun Ye Jun Shi Yun-Peng Liu J. Jiang Erkang Chen Peng Chen ViT 65 13 0 13 Mar 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Hongsheng Li 133 62 0 06 Mar 2023
I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images Kanggeun Lee K. Lee Won-Ki Jeong 69 0 0 21 Feb 2023
Simulating analogue film damage to analyse and improve artefact restoration on high-resolution scans D. Ivanova John Williamson Paul Henderson 48 2 0 20 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 64 14 0 19 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 66 3 0 14 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 71 13 0 04 Feb 2023
$Curriculum Learning for ab initio Deep Learned Refractive Optics$ Curriculum Learning for ab initio Deep Learned Refractive Optics Xinge Yang Q. Fu Wolfgang Heidrich 52 24 0 02 Feb 2023
NDJIR: Neural Direct and Joint Inverse Rendering for Geometry, Lights, and Materials of Real Object K. Yoshiyama T. Narihira 3DV 56 1 0 02 Feb 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 115 173 0 27 Jan 2023
A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement Zinuo Li Xuhang Chen Shuqiang Wang Chi-Man Pun 52 23 0 21 Jan 2023
FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment Gyeongrok Oh Heon Gu Jinkyu Kim Sangpil Kim 81 4 0 18 Jan 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 110 4 0 13 Jan 2023
Image Embedding for Denoising Generative Models Andrea Asperti David Evangelista Samuele Marro Fabio Merizzi DiffM 65 10 0 30 Dec 2022
NFResNet: Multi-scale and U-shaped Networks for Deblurring Tanish Mittal Preyansh Agrawal Esha Pahwa Aarya Makwana 85 1 0 12 Dec 2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 64 0 0 07 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 68 1 0 02 Dec 2022
Learn to See Faster: Pushing the Limits of High-Speed Camera with Deep Underexposed Image Denoising Weihao Zhuang T. Hascoet R. Takashima T. Takiguchi 40 0 0 29 Nov 2022
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 72 0 0 27 Nov 2022
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising Yifan Zuo Jiacheng Xie Yuming Fang Yan Huang Wenhui Jiang 79 16 0 26 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 92 154 0 22 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 77 82 0 21 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Zhijie Xu Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 94 5 0 21 Nov 2022
Stereo Image Rain Removal via Dual-View Mutual Attention Yanyan Wei Zhao Zhang Zhong-zhong Zhao Yang Zhao Richang Hong Yi Yang 70 3 0 18 Nov 2022
Lightweight network towards real-time image denoising on mobile devices Zhuoqun Liu Meiguang Jin Ying-Cong Chen Huaida Liu Canqian Yang H. Xiong 45 4 0 09 Nov 2022
Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Jin Zhang Feng Zhang G. Yu ... Mingyang Qian Huixin Ma Yanan Li Xiaotao Wang Lei Lei 71 10 0 07 Nov 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 66 25 0 24 Oct 2022
Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report Marcos V. Conde Radu Timofte Yibin Huang Jingyang Peng Chang-Xia Chen ... Furkan Kiracc Lin Leyi S M Nadim Uddin Diponkar Ghosh Yong Ju Jung 87 15 0 20 Oct 2022
AIM 2022 Challenge on Instagram Filter Removal: Methods and Results Furkan Kinli Sami Mentecs Barics Ozcan Furkan Kiracc Radu Timofte ... Sungjun Kim Guisik Kim Seohyeon Lee S. Nathan Priya Kansal 91 10 0 17 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning Hongyang Chen Kaisheng Ma VLM 56 1 0 08 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 66 17 0 03 Oct 2022
EraseNet: A Recurrent Residual Network for Supervised Document Cleaning Yashowardhan Shinde Kishore Kulkarni Sachin Kuberkar 57 0 0 03 Oct 2022
Multi-scale Attention Network for Single Image Super-Resolution Yan Wang Yusen Li Gang Wang Xiaoguang Liu SupR 118 45 0 28 Sep 2022