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Extraction of Mastication in Diet Based on Facial Deformation Pattern Descriptor

机译:基于面部变形图案描述的饮食中的咀嚼提取

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摘要

In this paper, we describe a method for extraction of mastication from image sequence. Mastication is the first step of eating and is very important. However, people do not need strong mastication muscle because the advancement of cooking and food processing technology makes soft foods. The weak mastication ability of recent human is about to become a serious problem. It will be a risk factor of many diseases. To prevent this, analysis method of mastication is essential. Several studies have been conducted in the research field, but those were not applicable to eating in daily life, because of the various restrictions. We proposed a mastication analysis method using only monocular camera. The key point is Facial Deformation Pattern Descriptor, FDPD which can represent a pattern of facial deformation. By using the FDPD, we could extract mastication from video successfully, and could develop some useful mastication analysis system for healthy eating life.
机译:在本文中,我们描述了一种从图像序列中提取咀嚼的方法。咀嚼是进食的第一步,非常重要。然而,人们不需要强大的咀嚼肌肉,因为烹饪和食品加工技术的进步使得软食。近期人类的薄弱能力即将成为一个严重的问题。这将是许多疾病的危险因素。为了防止这种情况,咀嚼方法是必不可少的。在研究领域进行了几项研究,但由于各种限制,这些研究不适用于日常生活中的进食。我们提出了一种使用单目相机的咀嚼分析方法。关键点是面部变形图案描述符,可以代表面部变形的图案的FDPD。通过使用FDPD,我们可以成功地从视频中提取咀嚼,并且可以为健康饮食生活制定一些有用的咀嚼分析系统。

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