论文标题
RGB图像的实际噪声模拟
Practical Noise Simulation for RGB Images
论文作者
论文摘要
本文档描述了一个噪声发生器，该噪声发生器模拟了智能手机摄像机中发现的逼真的噪声。发电机模拟了Poissonian-Gaussian噪声，其参数已在智能手机图像Denoising数据集（SIDD）上进行了估算。该发电机可在线购买，目前正在JPEG AI中的压缩域Denoising探索实验中使用。
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.
