Simple Baselines for Image Restoration

10 April 2022

Papers citing "Simple Baselines for Image Restoration"

50 / 407 papers shown

Title
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 16 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 13 1 0 14 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 28 10 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 15 19 0 02 Feb 2023
NDJIR: Neural Direct and Joint Inverse Rendering for Geometry, Lights, and Materials of Real Object K. Yoshiyama T. Narihira 3DV 24 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 26 155 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 17 23 0 21 Jan 2023
FPANet: Frequency-based Video Demoireing using Frame-level Post Alignment Gyeongrok Oh Heon Gu Jinkyu Kim Sangpil Kim 17 4 0 18 Jan 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 20 4 0 13 Jan 2023
Image Embedding for Denoising Generative Models Andrea Asperti David Evangelista Samuele Marro Fabio Merizzi DiffM 9 9 0 30 Dec 2022
NFResNet: Multi-scale and U-shaped Networks for Deblurring Tanish Mittal Preyansh Agrawal Esha Pahwa Aarya Makwana 13 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 4 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 8 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 6 0 0 29 Nov 2022
Improved Quasi-Recurrent Neural Network for Hyperspectral Image Denoising Zeqiang Lai Ying Fu 14 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 24 12 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 14 141 0 22 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 19 74 0 21 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 16 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 10 3 0 18 Nov 2022
Lightweight network towards real-time image denoising on mobile devices Zhuoqun Liu Meiguang Jin Ying Chen Huaida Liu Canqian Yang H. Xiong 13 3 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 13 10 0 07 Nov 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 19 23 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 15 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 25 10 0 17 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep Learning Hongyang Chen Kaisheng Ma VLM 22 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 13 13 0 03 Oct 2022
EraseNet: A Recurrent Residual Network for Supervised Document Cleaning Yashowardhan Shinde Kishore Kulkarni Sachin Kuberkar 17 0 0 03 Oct 2022
Multi-scale Attention Network for Single Image Super-Resolution Yan Wang Yusen Li Gang Wang Xiaoguang Liu SupR 32 36 0 28 Sep 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 17 0 0 28 Sep 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 27 11 0 23 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 20 47 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 Jinwei Gu 12 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 Jinwei Gu 12 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 Jinwei Gu 30 20 0 15 Sep 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 10 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 19 2 0 30 Aug 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 12 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 11 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 24 12 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 8 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 6 1 0 07 Jul 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift Dasong Li Xiaoyu Shi Y. Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Hongsheng Li VGen 8 58 0 22 Jun 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Qi Jiang Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 19 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 13 34 0 20 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 6 113 0 19 Apr 2022
Transformer Quality in Linear Time Weizhe Hua Zihang Dai Hanxiao Liu Quoc V. Le 71 220 0 21 Feb 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 37 10 0 01 Feb 2022
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 15 86 0 08 Dec 2021
Event-Based Fusion for Motion Deblurring with Cross-modal Attention Lei Sun Christos Sakaridis Jingyun Liang Qi Jiang Kailun Yang Peng Sun Yaozu Ye Kaiwei Wang Luc Van Gool 11 131 0 30 Nov 2021