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Practical Noise Simulation for RGB Images

Image and Video Processing 2022-02-01 v1 Computer Vision and Pattern Recognition
Authors: Saeed Ranjbar Alvar , Ivan V. Bajić
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Abstract

This document describes a noise generator that simulates realistic noise found in smartphone cameras. The generator simulates Poissonian-Gaussian noise whose parameters have been estimated on the Smartphone Image Denoising Dataset (SIDD). The generator is available online, and is currently being used in compressed-domain denoising exploration experiments in JPEG AI.

Cite

@article{arxiv.2201.12773,
  title  = {Practical Noise Simulation for RGB Images},
  author = {Saeed Ranjbar Alvar and Ivan V. Bajić},
  journal= {arXiv preprint arXiv:2201.12773},
  year   = {2022}
}

Comments

Reference paper for the code

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