情绪在动作分割中的作用

Eleonora Ceccaldi, G. Volpe
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引用次数: 1

摘要

人类通过一个名为“事件分割”的过程,将现实分解成有意义的单元,从而理解正在发生的事件。在心理学中,“事件分割理论”等理论已经被提出来说明人类如何感知正在进行的行为的结构。从连续的动作流中解析离散的手势也是动作分析的必要步骤。许多从全身运动中自动识别情绪的方法都利用了自动分割方法。然而,据我所知,目前还没有框架将事件分割理论应用于情感传递动作的自动分割。在本文中,我提出利用事件分割的计算模型来扩展具有事件分割模块的运动分析框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The role of emotion in movement segmentation
Humans understand ongoing events by breaking reality into meaningful units through a process named "event segmentation". In psychology, theories such as the "Event Segmentation theory" have been proposed to illustrate how humans perceive the structure of ongoing behavior. Parsing discrete gestures from a continuous movement stream is also a necessary step for movement analysis. Many approaches towards automatic emotion recognition from full body movement leverage automatic segmentation methods. Nonetheless, to the best of my knowledge, no framework has applied Event Segmentation theory to the automatic segmentation of emotion conveying movements. In this paper, I propose the exploitation of a computational model of event segmentation to extend a movement-analysis framework with an event segmentation module.
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