Dynamic RGB Textures (Ready-to-use) Video Data with Time-varying Appearance

22 videos of dynamic textures with time-varying visual statistics are collected. The data is pre-processed by the following protocol, and ready to use: each video is 5-second long and in the format of GIF, with different spatial resolutions. The data includes many natural phenomena: weathering, rusting, melting, molding, etc. All the sources of data can be found in this repo.This dataset is released in the paper:Chen Liu and Tobias Ritschel. 2024. Neural Differential Appearance Equations. ACM Transactions on Graphics (Proceedings of SIGGRAPH Asia) (2024).

本数据集收集了22个动态纹理视频，其视觉统计量随时间变化。数据经过以下预处理协议处理，并已准备就绪：每个视频时长为5秒，格式为GIF，具有不同的空间分辨率。数据涵盖了众多自然现象，包括风化、锈蚀、熔化、塑变等。所有数据来源均可在此仓库中找到。本数据集在Chen Liu和Tobias Ritschel于2024年发表的论文《神经网络微分外观方程》中发布，该论文发表于ACM Transactions on Graphics（SIGGRAPH亚洲会议论文集），2024年。