Mural dataset

The dataset includes three types of murals, among which the Dunhuang mural data is sourced from the complete collection of the Dunhuang murals; Chinese unearthed murals come from the complete collection of murals unearthed in China; Temple murals are collected from the complete collection of Chinese temple murals. The visual feature set of Dunhuang murals, Temple murals, and Chinese unearthed murals was created by HSV, HOG, and BOW_ SIFT and ResNet50. And the text description of the mural includes the ID, name, location, and date.

本数据集包含三类壁画，其中敦煌壁画数据源自《敦煌壁画全集》；中国出土壁画取自《中国出土壁画全集》；寺庙壁画则采集自《中国寺庙壁画全集》。敦煌壁画、寺庙壁画与中国出土壁画的视觉特征集由HSV、HOG、BOW_SIFT以及ResNet50提取得到。壁画的文本描述包含编号（ID）、名称、出土地点与创作年代。

搜集汇总

背景与挑战

背景概述

该数据集包含三种壁画类型：敦煌壁画、中国出土壁画和寺庙壁画，分别源自相关壁画全集。数据集通过HSV、HOG、BOW_SIFT和ResNet50方法构建视觉特征集，并提供包括ID、名称、位置和日期的文本描述，适用于壁画分析和研究。