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Modeling sRGB Camera Noise with Normalizing Flows

Modeling sRGB Camera Noise with Normalizing Flows

2 June 2022
Shayan Kousha
Ali Maleky
M. S. Brown
Marcus A. Brubaker
ArXivPDFHTML

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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
1