Modeling sRGB Camera Noise with Normalizing Flows

Modeling sRGB Camera Noise with Normalizing Flows

2 June 2022

Marcus A. Brubaker

Papers citing "Modeling sRGB Camera Noise with Normalizing Flows"

17 / 17 papers shown

Title
Towards a General-Purpose Zero-Shot Synthetic Low-Light Image and Video Pipeline Joanne Lin Crispian Morris Ruirui Lin Fan Zhang David Bull Nantheera Anantrasirichai 40 0 0 16 Apr 2025
Noise Synthesis for Low-Light Image Denoising with Diffusion Models Liying Lu Raphaël Achddou Sabine Süsstrunk DiffM 52 0 0 14 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 78 3 0 20 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 77 1 0 03 Jan 2025
LAN: Learning to Adapt Noise for Image Denoising Changjin Kim Tae Hyun Kim Sungyong Baik 93 4 0 14 Dec 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 27 0 0 23 Oct 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 37 0 0 12 Aug 2024
Beyond Image Prior: Embedding Noise Prior into Conditional Denoising Transformer Yuanfei Huang Hua Huang ViT 45 1 0 12 Jul 2024
Masked and Shuffled Blind Spot Denoising for Real-World Images Hamadi Chihaoui Paolo Favaro 34 5 0 15 Apr 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 0 0 26 Mar 2024
NM-FlowGAN: Modeling sRGB Noise with a Hybrid Approach based on Normalizing Flows and Generative Adversarial Networks Young Joo Han Ha-Jin Yu 26 1 0 15 Dec 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 29 14 0 09 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model Xin Jin Jianqiang Xiao Linghao Han Chunle Guo Xialei Liu Chongyi Li Ruixun Zhang 19 3 0 07 Aug 2023
Fast light-field 3D microscopy with out-of-distribution detection and adaptation through Conditional Normalizing Flows Josué Page Vizcaíno Panagiotis Symvoulidis Zeguan Wang Jonas Jelten Paolo Favaro Ed Boyden Tobias Lasser 17 1 0 10 Jun 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network Y. Jang Keun-Ohk Lee G. Park Seyun Kim N. Cho 11 14 0 19 Apr 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising Junyi Li Zhilu Zhang Xiaoyu Liu Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 20 38 0 27 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 24 4 0 16 Mar 2023