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Design and implementation of Peking Opera action scoring system based on human skeleton information

机译:基于人体骨骼信息的京剧动作评分系统的设计与实现

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At present, most of the preservation records of Peking Opera remain in the ways of video and text, and the digitalization degree is far lower than the development level of science and technology. The immaterial cultural heritage cannot be fully displayed and Peking Opera’s value is weakened. Therefore, adopting advanced motion capture technology is of great significance to the protection and inheritance of Peking Opera. We use optical motion capture equipment to record the movement information of Peking Opera actors, then keep the human skeleton information in a specific file format. After that, the hierarchical human action skeleton model was analysed, and the final score was obtained by comparing the change sequence of information of reference action and training action skeleton with the improved DTW algorithm. We have realized the graphical interface of the system, and the trainer can easily select the action segments to train or select a specific body part for specific action training. This paper introduces the overall design framework of our Peking Opera action scoring system, including the collection of action information, the implementation of scoring algorithm and the design of software interface.
机译:目前,京剧的大部分保存记录都以视频和文字方式保存,其数字化程度远低于科学技术的发展水平。非物质文化遗产无法得到充分展示,京剧的价值被削弱。因此,采用先进的动作捕捉技术对京剧的保护与传承具有重要意义。我们使用光学运动捕捉设备记录京剧演员的动作信息,然后将人体骨骼信息保留为特定的文件格式。然后,分析了分层的人体动作骨架模型,并通过改进的DTW算法比较了参考动作和训练动作骨架信息的变化顺序,得到了最终得分。我们已经实现了系统的图形界面,训练者可以轻松地选择要训练的动作部分,或者选择要进行特定动作训练的特定身体部位。本文介绍了京剧动作评分系统的总体设计框架,包括动作信息的收集,评分算法的实现以及软件界面的设计。

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