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. 

敦煌舞是中华传统艺术瑰宝，历史悠久，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。为推动敦煌舞的数字化进程与发展，本研究提出将敦煌舞与三维人体姿态估计（3D human pose estimation）技术相结合，构建敦煌舞三维动作数据库。该数据库将敦煌舞划分为7大主题、83个基础动作以及16段成套动作，在定量评估、定性评估与人工评审中均取得了优异效果，为敦煌舞的保存、应用与发展奠定了基础；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）、敦煌舞文化数字展演、敦煌舞教育与研究、敦煌舞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蹈的三维动作数据库，结合3D人体姿态估计技术，将舞蹈划分为7个主题、83个基本动作和16个长动作，旨在数字化保存和推广敦煌文化。它在定量、定性和人工评估中表现优异，适用于生成式人工智能、数字展览、教育研究及数字媒体等多个领域。