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Simple Baselines for Image Restoration

10 April 2022

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Papers citing "Simple Baselines for Image Restoration"

24 / 424 papers shown

Title
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 57 0 0 28 Sep 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 84 12 0 23 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 79 51 0 23 Sep 2022
MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report Qingyu Yang Guang Yang Jun Jiang Chongyi Li Ruicheng Feng Shangchen Zhou Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 38 5 0 15 Sep 2022
MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report Qingyu Yang Guang Yang Jun Jiang Chongyi Li Ruicheng Feng Shangchen Zhou Wenxiu Sun Qingpeng Zhu Chen Change Loy Liang Feng 50 4 0 15 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 87 20 0 15 Sep 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 96 10 0 30 Aug 2022
CAIR: Fast and Lightweight Multi-Scale Color Attention Network for Instagram Filter Removal Woon-Ha Yeo Wang-Taek Oh Kyung-Su Kang Young-Il Kim Han-Cheol Ryu 138 2 0 30 Aug 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 42 2 0 27 Aug 2022
Bokeh-Loss GAN: Multi-Stage Adversarial Training for Realistic Edge-Aware Bokeh Brian Lee Fei Lei Huaijin Chen Alexis Baudron MDE 57 6 0 25 Aug 2022
SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 99 13 0 20 Aug 2022
Towards Real-time High-Definition Image Snow Removal: Efficient Pyramid Network with Asymmetrical Encoder-decoder Architecture Tian-Chun Ye Sixiang Chen Yun-Peng Liu Y. Ye Erkang Chen 55 13 0 12 Jul 2022
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation Qian Ye Masanori Suganuma Takayuki Okatani 41 1 0 07 Jul 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift Dasong Li Xiaoyu Shi Yuanhang Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Hongsheng Li VGen 80 64 0 22 Jun 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Zhijie Xu Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 97 17 0 13 Jun 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 50 34 0 20 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 88 121 0 19 Apr 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 132 11 0 01 Feb 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 129 93 0 08 Dec 2021
Event-Based Fusion for Motion Deblurring with Cross-modal Attention Lei Sun Daniel Gehrig Christos Sakaridis Zhijie Xu Kailun Yang Mathias Gehrig Yaozu Ye Kaiwei Wang Luc Van Gool 116 144 0 30 Nov 2021
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 118 359 0 23 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 72 157 0 23 Nov 2021
Guided Colorization Using Mono-Color Image Pairs Zeang Sheng Hui-Liang Shen Bo-Wen Yao Huaqi Zhang 112 8 0 17 Aug 2021
Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser Yue Cao Xiaohe Wu Shuran Qi Xiao-Chang Liu Zhongqin Wu W. Zuo 68 14 0 18 Mar 2021