Learning Camera-Aware Noise Models

Learning Camera-Aware Noise Models

21 August 2020

Hwann-Tzong Chen

Papers citing "Learning Camera-Aware Noise Models"

12 / 12 papers shown

Title
Robust estimation of exposure ratios in multi-exposure image stacks Param Hanji Rafał K. Mantiuk 14 3 0 05 Aug 2023
From Model-Based to Data-Driven Simulation: Challenges and Trends in Autonomous Driving Ferdinand Mutsch Helen Gremmelmaier Nicolas Becker Daniel Bogdoll M. Zofka J. Marius Zöllner 26 9 0 23 May 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 21 0 0 29 Nov 2022
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 36 2 0 07 Nov 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 35 11 0 23 Sep 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 35 5 0 25 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 27 49 0 08 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 26 24 0 03 Apr 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Y. Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 24 55 0 29 Nov 2021
Rethinking Noise Synthesis and Modeling in Raw Denoising Y. Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 25 65 0 10 Oct 2021
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 24 90 0 04 Aug 2021