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Beat Synchronous Dance Animation Based on Visual Analysis of Human Motion and Audio Analysis of Music Tempo

机译:基于对人类运动的视觉分析和音乐节奏的视觉分析击败同步舞蹈动画

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We present a framework that generates beat synchronous dance animation based on the analysis of both visual and audio data. First, the articulated motion of a dancer is captured based on markerless visual observations obtained by a multicamera system. We propose and employ a new method for the temporal segmentation of such motion data into the periods of dance. Next, we use a beat tracking algorithm to estimate the pulse related to the tempo of a piece of music. Given an input music that is of the same genre as the one corresponding to the visually observed dance, we automatically produce a beat synchronous dance animation of a virtual character. The proposed approach has been validated with extensive experiments performed on a data set containing a variety on traditional Greek/Cretan dances and the corresponding music.
机译:我们介绍了一个框架,基于对视觉和音频数据的分析来生成击败同步舞蹈动画。首先,基于由多色系统获得的无标记视觉观察来捕获舞者的铰接运动。我们提出并采用了一种新方法,以便将这种运动数据的时间分段为舞蹈期间。接下来,我们使用一个节拍跟踪算法来估计与一段音乐的节奏相关的脉冲。鉴于与视觉观察舞蹈相同的类型的输入音乐,我们会自动产生虚拟字符的击败同步舞蹈动画。该拟议的方法已通过对传统希腊/克里特岛舞蹈和相应音乐的多样性进行的数据集进行了广泛的实验。

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