Three-dimensional motion dataset of Dunhuang dance

Dunhuang dance is an artistic treasure of traditional Chinese culture, with a long history and an important component of Dunhuang culture. Its digital preservation, display, and research are of great significance. To promote the digitalization process and development of Dunhuang dance, this study proposes to combine Dunhuang dance with 3D human pose estimation technology to construct a Dunhuang dance 3D action database. This database divides Dunhuang dance into 7 themes, 83 basic movements, and 16 long movements. Good results have been achieved in quantitative, qualitative, and manual evaluations, laying the foundation for the preservation, application, and development of Dunhuang dance; This provides new ideas for the research, promotion, and inheritance of Dunhuang culture. The future use of this database can be applied to generative artificial intelligence, digital exhibitions and performances of Dunhuang dance culture, education and research of Dunhuang dance, digital media and entertainment of Dunhuang dance, etc.

敦煌舞蹈是中华传统文化的艺术瑰宝，拥有悠久历史，亦是敦煌文化的重要组成部分，其数字化保存、展示与研究均具有重要意义。为推动敦煌舞蹈的数字化进程与发展，本研究提出将敦煌舞蹈与3D人体姿态估计（3D human pose estimation）技术相结合，构建敦煌舞蹈三维动作数据库。该数据库将敦煌舞蹈划分为7大主题、83个基础动作与16个长段动作，在定量评估、定性评估与人工评估中均取得了优异成果，为敦煌舞蹈的保存、应用与发展奠定了坚实基础；同时为敦煌文化的研究、推广与传承提供了全新思路。该数据库未来可应用于生成式人工智能（Generative AI）、敦煌舞蹈文化数字展陈与演艺、敦煌舞蹈教育与研究、敦煌舞蹈数字媒体与娱乐等领域。

搜集汇总

背景与挑战

背景概述

该数据集是一个敦煌舞的三维动作数据库，包含7个主题、83个基本动作和16个长动作，旨在通过数字化技术保存和推广敦煌舞文化。数据集总大小为1.05GB，包含198个文件，适用于生成人工智能、数字展览等多个应用场景。