Papers citing 'Unprocessing Images for Learned Raw Denoising'

Title
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 213 5 0 24 Mar 2023
Blind2Sound: Self-Supervised Image Denoising without Residual Noise Zejin Wang Jiazheng Liu Hao Zhai Hua Han 181 1 0 09 Mar 2023
Diffusion in the Dark: A Diffusion Model for Low-Light Text RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Cindy M. Nguyen E. R. Chan Alexander W. Bergman Gordon Wetzstein DiffM 283 35 0 07 Mar 2023
Mixed Hierarchy Network for Image RestorationPattern Recognition (Pattern Recogn.), 2023 Huiyu Gao Depeng Dang 227 34 0 19 Feb 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --SIAM Journal of Imaging Sciences (JSIS), 2023 Michael Elad Bahjat Kawar Gregory Vaksman 186 122 0 09 Jan 2023
Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized PhotographyComputer Vision and Pattern Recognition (CVPR), 2022 Ilya Chugunov Yuxuan Zhang Felix Heide MDE 273 10 0 22 Dec 2022
Efficient Visual Computing with Camera RAW SnapshotsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 211 17 0 15 Dec 2022
FSID: Fully Synthetic Image Denoising via Procedural Scene Generation Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu Rakesh Ranjan DiffM 149 0 0 07 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 105 0 0 29 Nov 2022
Residual Degradation Learning Unfolding Framework with Mixing Priors across Spectral and Spatial for Compressive Spectral ImagingComputer Vision and Pattern Recognition (CVPR), 2022 Yubo Dong Dahua Gao Tian Qiu Yu-yang Li Minxi Yang Guangming Shi 329 52 0 13 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image RecognitionIEEE International Conference on Computer Vision (ICCV), 2022 Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 319 24 0 02 Nov 2022
Single-Image HDR Reconstruction by Multi-Exposure GenerationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 119 35 0 28 Oct 2022
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement Jinha Kim Jun Jiang Liang Feng 160 2 0 20 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 240 18 0 20 Oct 2022
Gated Recurrent Unit for Video Denoising Kai Guo Seungwon Choi Jongseong Choi 134 0 0 17 Oct 2022
Reversing Image Signal Processors by Reverse Style Transferring Furkan Kinli B. Özcan Mustafa Furkan Kıraç 164 3 0 17 Oct 2022
Enabling ISP-less Low-Power Computer VisionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Gourav Datta Zeyu Liu Zihan Yin Linyu Sun Akhilesh R. Jaiswal Peter A. Beerel VLM 158 8 0 11 Oct 2022
LW-ISP: A Lightweight Model with ISP and Deep LearningBritish Machine Vision Conference (BMVC), 2022 Hongyang Chen Kaisheng Ma VLM 177 4 0 08 Oct 2022
Scaling Laws For Deep Learning Based Image ReconstructionInternational Conference on Learning Representations (ICLR), 2022 Tobit Klug Reinhard Heckel 203 18 0 27 Sep 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with TransformerIEEE International Conference on Multimedia and Expo (ICME), 2022 Dafeng Zhang Xiaobing Wang ViT 184 14 0 13 Sep 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 254 3 0 06 Sep 2022
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative TransformerACM Multimedia (ACM MM), 2022 Jiaqi Ma Shengyuan Yan Guang Dai Guoli Wang Qian Zhang 142 10 0 31 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 177 2 0 30 Aug 2022
Fast Two-step Blind Optical Aberration CorrectionEuropean Conference on Computer Vision (ECCV), 2022 Thomas Eboli Jean-Michel Morel Gabriele Facciolo 114 24 0 01 Aug 2022
High Dynamic Range and Super-Resolution from Raw Image BurstsACM Transactions on Graphics (TOG), 2022 Bruno Lecouat Thomas Eboli Jean Ponce Julien Mairal 147 28 0 29 Jul 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-TransformerKnowledge-Based Systems (KBS), 2022 Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 136 16 0 28 Jul 2022
Contrastive Monotonic Pixel-Level ModulationEuropean Conference on Computer Vision (ECCV), 2022 Kun Lu Rongpeng Li Honggang Zhang 190 3 0 23 Jul 2022
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light ConditionsIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhihong Zhang Yuxiao Cheng J. Suo Liheng Bian Qionghai Dai 187 27 0 17 Jul 2022
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise ModelingACM Multimedia (ACM MM), 2022 Hansen Feng Lizhi Wang Yuzhi Wang Huan Huang 177 44 0 13 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image RestorationEuropean Conference on Computer Vision (ECCV), 2022 Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 223 24 0 07 Jul 2022
Towards Real-World Video Denosing: A Practical Video Denosing Dataset and Network Xiaohan Li Yi-Bin Yu Nianjuan Jiang Jiangbo Lu Bei Yu Jiaya Jia 150 1 0 04 Jul 2022
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks Jae Woong Soh N. Cho 120 0 0 03 Jul 2022
Variational Deep Image RestorationIEEE Transactions on Image Processing (IEEE TIP), 2022 Jae Woong Soh N. Cho SupR 220 53 0 03 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 180 4 0 01 Jul 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple LensIEEE Transactions on Computational Imaging (TCI), 2022 Zhijie Xu Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 270 18 0 13 Jun 2022
Robust Deep Ensemble Method for Real-world Image DenoisingNeurocomputing (Neurocomputing), 2022 Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 174 12 0 08 Jun 2022
Learning sRGB-to-Raw-RGB De-rendering with Content-Aware MetadataComputer Vision and Pattern Recognition (CVPR), 2022 Seonghyeon Nam Abhijith Punnappurath Marcus A. Brubaker M. S. Brown 3DH 191 26 0 03 Jun 2022
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure CorrectionBritish Machine Vision Conference (BMVC), 2022 Ziteng Cui Kunchang Li Lin Gu Sheng Su Shiyang Feng Zhengkai Jiang Yu Qiao Tatsuya Harada ViT 443 234 0 30 May 2022
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising NetworkInternational Journal of Computer Vision (IJCV), 2022 Dasong Li Yuanhang Zhang K. L. Law Xiaogang Wang Hongwei Qin Jiaming Song 135 20 0 10 May 2022
Multitask AET with Orthogonal Tangent Regularity for Dark Object DetectionIEEE International Conference on Computer Vision (ICCV), 2021 Ziteng Cui Guo-Jun Qi Lin Gu Shaodi You Zenghui Zhang Tatsuya Harada ViT 182 142 0 06 May 2022
Deep Generalized Unfolding Networks for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2022 Chong Mou Qian Wang Jian Zhang 235 251 0 28 Apr 2022
Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? Valéry Dewil Aranud Barral Gabriele Facciolo Pablo Arias 169 6 0 25 Apr 2022
Learning Enriched Features for Fast Image Restoration and EnhancementIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 204 524 0 19 Apr 2022
BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment Ziwei Luo Youwei Li Shuyang Cheng Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Jian Sun Shuaicheng Liu ViT 145 58 0 18 Apr 2022
Dancing under the stars: video denoising in starlightComputer Vision and Pattern Recognition (CVPR), 2022 Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 146 62 0 08 Apr 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data SynthesisMachine Intelligence Research (MIR), 2022 Lucas Beerens Yawei Li Christos Sakaridis Jingyun Liang Yulun Zhang Hao Tang Deng-Ping Fan Radu Timofte Luc Van Gool OOD 279 176 0 24 Mar 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image TranslationComputer Vision and Pattern Recognition (CVPR), 2022 Yanwu Xu Shaoan Xie Wenhao Wu Kun Zhang Biwei Huang Kayhan Batmanghelich 209 28 0 23 Mar 2022
Learning Enriched Illuminants for Cross and Single Sensor Color Constancy Xiaodong Cun Zhendong Wang Chi-Man Pun Jian-zhuo Liu Wen-gang Zhou Xu Jia Houqiang Li 123 8 0 21 Mar 2022
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large ShiftComputer Vision and Pattern Recognition (CVPR), 2022 Shi Guo Xi Yang Jianqi Ma Gaofeng Ren Lei Zhang 184 15 0 17 Mar 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 280 61 0 09 Mar 2022