Practical Noise Simulation for RGB Images
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Abstract (arXiv)
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.
Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 0 of its 5 references that are in the map. First posted on arXiv 30 Jan 2022.
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Citing papers per year: 2022: 1; 2023: 0; 2024: 1.
2 papers.