Unprocessing Images for Learned Raw Denoising

27 November 2018

Papers citing "Unprocessing Images for Learned Raw Denoising"

50 / 90 papers shown

Title
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 44 0 0 10 Mar 2025
A Physics-Informed Blur Learning Framework for Imaging Systems Liqun Chen Yuxuan Li Jun Dai Liang Feng Tianfan Xue 70 0 0 17 Feb 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 86 1 0 03 Jan 2025
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 98 2 0 21 Dec 2024
Neural Light Spheres for Implicit Image Stitching and View Synthesis Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 23 2 0 26 Sep 2024
Burst Image Super-Resolution with Base Frame Selection Sanghyun Kim Min Jung Lee Woohyeok Kim Deunsol Jung Jaesung Rim Sunghyun Cho Minsu Cho SupR 36 1 0 25 Jun 2024
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 44 7 0 01 Jun 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 52 2 0 22 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 Mar 2024
Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality Kyotaro Tokoro Kazutoshi Akita Norimichi Ukita 28 4 0 28 Mar 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 43 0 0 23 Feb 2024
End-to-end Rain Streak Removal with RAW Images GuoDong Du HaoJian Deng JiaHao Su Yuan Huang 18 1 0 20 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 59 2 0 15 Dec 2023
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery Yuyan Zhou Dong Liang Songcan Chen Shengjian Huang Shuo Yang Chongyi Li 38 13 0 31 Aug 2023
End-to-end Alternating Optimization for Real-World Blind Super Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tien-Ping Tan SupR 27 14 0 17 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 27 22 0 13 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 24 26 0 31 Jul 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 21 5 0 28 Jun 2023
Optical Aberration Correction in Postprocessing using Imaging Simulation Shiqi Chen H. Feng Dexin Pan Zhi-hai Xu Qi Li Yue-ting Chen 28 36 0 10 May 2023
RViDeformer: Efficient Raw Video Denoising Transformer with a Larger Benchmark Dataset Huanjing Yue Cong Cao Lei Liao Jingyu Yang ViT 56 6 0 01 May 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 59 47 0 27 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 0 04 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 34 46 0 04 Apr 2023
Burstormer: Burst Image Restoration and Enhancement Transformer Akshay Dudhane Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming Yang 30 31 0 03 Apr 2023
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 22 7 0 27 Mar 2023
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection Junji Otsuka Masakazu Yoshimura Takeshi Ohashi 18 5 0 24 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng M. Salman Asif Zhan Ma 36 12 0 15 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 18 0 0 29 Nov 2022
Data Models for Dataset Drift Controls in Machine Learning With Optical Images Luis Oala Marco Aversa Gabriel Nobis Kurt Willis Yoan Neuenschwander ... E. Pomarico Wojciech Samek Roderick Murray-Smith Christoph Clausen B. Sanguinetti 28 5 0 04 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 32 17 0 02 Nov 2022
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi 37 17 0 28 Oct 2022
Single-Image HDR Reconstruction by Multi-Exposure Generation Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 37 24 0 28 Oct 2022
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement Jinha Kim Jun Jiang Liang Feng 23 2 0 20 Oct 2022
Gated Recurrent Unit for Video Denoising Kai Guo Seungwon Choi Jongseong Choi 27 0 0 17 Oct 2022
Reversing Image Signal Processors by Reverse Style Transferring Furkan Kinli B. Özcan Mustafa Furkan Kıraç 35 3 0 17 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 29 11 0 13 Sep 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 27 1 0 06 Sep 2022
High Dynamic Range and Super-Resolution from Raw Image Bursts Bruno Lecouat Thomas Eboli Jean Ponce Julien Mairal 13 21 0 29 Jul 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer Hao Li Zhijing Yang Xiaobin Hong Ziying Zhao Junyang Chen Yukai Shi Jin-shan Pan DiffM ViT 43 11 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 40 3 0 23 Jul 2022
Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling Hansen Feng Lizhi Wang Yuzhi Wang Huan Huang 28 32 0 13 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 29 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 51 39 0 03 Jul 2022
Polarized Color Image Denoising using Pocoformer Zhuoxiao Li Hai-bo Jiang Yinqiang Zheng 26 3 0 01 Jul 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Zhijie Xu Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 32 17 0 13 Jun 2022
Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata Seonghyeon Nam Abhijith Punnappurath Marcus A. Brubaker M. S. Brown 3DH 13 21 0 03 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 34 182 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 32 5 0 25 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 400 0 19 Apr 2022