Physics-based Noise Modeling for Extreme Low-light Photography

Physics-based Noise Modeling for Extreme Low-light Photography

4 August 2021

Papers citing "Physics-based Noise Modeling for Extreme Low-light Photography"

13 / 13 papers shown

Title
TS-Diff: Two-Stage Diffusion Model for Low-Light RAW Image Enhancement Yi Li Zhiyuan Zhang Jiangnan Xia Jianghan Cheng Qilong Wu Junwei Li Yibin Tian Hui Kong DiffM 50 0 0 07 May 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han J. Han Mamba 76 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
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
Binarized Low-light Raw Video Enhancement Gengchen Zhang Yulun Zhang Xin Yuan Ying Fu MQ 34 3 0 29 Mar 2024
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 38 0 0 02 Dec 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 59 47 0 27 Apr 2023
Human Pose Estimation in Extremely Low-Light Conditions Sohyun Lee Jaesung Rim Boseung Jeong Geon-Yeong Kim Byungju Woo Haechan Lee Sung-Jin Cho Suha Kwak VLM 46 22 0 27 Mar 2023
LRT: An Efficient Low-Light Restoration Transformer for Dark Light Field Images Shansi Zhang Nan Meng E. Lam ViT 47 20 0 06 Sep 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
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
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 26 24 0 03 Apr 2022
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018