Unprocessing Images for Learned Raw Denoising

27 November 2018

Papers citing "Unprocessing Images for Learned Raw Denoising"

50 / 77 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 41 0 0 10 Mar 2025
A Physics-Informed Blur Learning Framework for Imaging Systems Liqun Chen Yuxuan Li Jun Dai Jinwei Gu 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 79 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 90 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 21 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 30 1 0 25 Jun 2024
Bilateral Guided Radiance Field Processing Yuehao Wang Chaoyi Wang Bingchen Gong Tianfan Xue 35 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 47 1 0 22 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 36 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 37 0 0 23 Feb 2024
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 54 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 32 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 25 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 22 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 19 25 0 31 Jul 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 46 6 0 01 May 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 32 46 0 04 Apr 2023
Burstormer: Burst Image Restoration and Enhancement Transformer Akshay Dudhane Syed Waqas Zamir Salman Khan F. Khan Ming Yang 27 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
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Learn to See Faster: Pushing the Limits of High-Speed Camera with Deep Underexposed Image Denoising Weihao Zhuang T. Hascoet R. Takashima T. Takiguchi 13 0 0 29 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 26 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 31 17 0 28 Oct 2022
Single-Image HDR Reconstruction by Multi-Exposure Generation Phuoc-Hieu Le Quynh Le Rang Nguyen Binh-Son Hua 3DV 31 24 0 28 Oct 2022
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement Jinha Kim Jun Jiang Jinwei Gu 21 2 0 20 Oct 2022
Gated Recurrent Unit for Video Denoising Kai Guo Seungwon Choi Jongseong Choi 19 0 0 17 Oct 2022
Reversing Image Signal Processors by Reverse Style Transferring Furkan Kinli B. Özcan Mustafa Furkan Kıraç 29 3 0 17 Oct 2022
DMTNet: Dynamic Multi-scale Network for Dual-pixel Images Defocus Deblurring with Transformer Dafeng Zhang Xiaobing Wang ViT 24 11 0 13 Sep 2022
Video Restoration with a Deep Plug-and-Play Prior Antoine Monod J. Delon Matias Tassano Andrés Almansa 25 1 0 06 Sep 2022
High Dynamic Range and Super-Resolution from Raw Image Bursts Bruno Lecouat Thomas Eboli Jean Ponce Julien Mairal 11 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 31 11 0 28 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 34 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 20 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 21 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 40 39 0 03 Jul 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Qi Jiang Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 27 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 11 21 0 03 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 26 182 0 28 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao SupR 10 400 0 19 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 19 49 0 08 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 24 23 0 03 Apr 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang T. Tan 18 51 0 09 Mar 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 22 21 0 02 Mar 2022
Image-to-Image MLP-mixer for Image Reconstruction Youssef Mansour Kang Lin Reinhard Heckel SupR 31 15 0 04 Feb 2022
Towards Low Light Enhancement with RAW Images Haofeng Huang Wenhan Yang Yueyu Hu Jiaying Liu Ling-yu Duan 16 52 0 28 Dec 2021
Kernel-aware Burst Blind Super-Resolution Wenyi Lian Shanglian Peng SupR 19 7 0 14 Dec 2021
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Y. Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 22 55 0 29 Nov 2021