PolyU 图像去噪数据集

PolyU 是一个包含真实世界噪声图像的大规模数据集，其中包含相应 ground truth 图像。该数据集拍摄了 40 个场景，包括室内正常光照场景和暗光场景，室外正常光照场景。对每个场景连续拍摄了 500 次。

PolyU is a large-scale dataset consisting of real-world noisy images paired with their corresponding ground truth images. The dataset covers 40 distinct scenes, including indoor scenes under both normal and low light conditions, as well as outdoor scenes under normal light conditions. For each scene, 500 consecutive shots were captured.

搜集汇总

背景与挑战

背景概述

PolyU 图像去噪数据集是一个3.11GB的大规模真实世界噪声图像集合，包含40个室内外不同光照场景下连续拍摄的500次图像及其ground truth。该数据集主要用于图像去噪和图像处理研究，提供了丰富的真实噪声样本和对应参考图像。