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The communicative importance of gestures in teaching environments have been widely studied. Two classes of gestures — point and spread gestures — have been identified to indicate pedagogical importance in teaching discourse [1]. In this work, we propose a system for the identification of the poses of point and spread gestures as a preliminary step toward their identification in low-quality unstructured...
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