Toward Efficient Deep Blind RAW Image Restoration

Toward Efficient Deep Blind RAW Image Restoration

26 September 2024

Marcos V. Conde

Florin-Alexandru Vasluianu

Radu Timofte

ArXiv (abs)PDF HTML Github (454★)

Papers citing "Toward Efficient Deep Blind RAW Image Restoration"

17 / 17 papers shown

Title
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 107 892 0 10 Apr 2022
Model-Based Image Signal Processors via Learnable Dictionaries Marcos V. Conde Jingyu Sun Matteo Maggioni Alevs Leonardis Eduardo Pérez-Pellitero DiffM 106 46 0 10 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 178 2,243 0 18 Nov 2021
Rethinking Noise Synthesis and Modeling in Raw Denoising Yuanhang Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 56 66 0 10 Oct 2021
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution Peng Sun Christos Sakaridis Luc Van Gool Radu Timofte 119 595 0 25 Mar 2021
Mobile Computational Photography: A Tour M. Delbracio D. Kelly Michael S. Brown P. Milanfar HAI 142 77 0 17 Feb 2021
Exploiting Raw Images for Real-Scene Super-Resolution Xiangyu Xu Yongrui Ma Wenxiu Sun Ming-Hsuan Yang SupR 42 28 0 02 Feb 2021
Raw Image Deblurring C. Liang Yu-An Chen Yueh-Cheng Liu Winston H. Hsu 49 40 0 08 Dec 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 101 807 0 31 Aug 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao DiffM 160 344 0 17 Mar 2020
Replacing Mobile Camera ISP with a Single Deep Learning Model Andrey D. Ignatov Luc Van Gool Radu Timofte 50 175 0 13 Feb 2020
Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference Thomas Verelst Tinne Tuytelaars 60 153 0 06 Dec 2019
Zoom To Learn, Learn To Zoom X. Zhang Qifeng Chen Ren Ng V. Koltun SupR 93 251 0 13 May 2019
Convolutional Deblurring for Natural Imaging Mahdi S. Hosseini Konstantinos N. Plataniotis 47 36 0 25 Oct 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 299 1,188 0 04 May 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,880 0 17 Apr 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 145 1,980 0 07 Dec 2016

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