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Computer-implemented methods and computer systems for real-time detection of human's emotions from visual recordings

机译:通过视觉记录实时检测人的情绪的计算机实现的方法和计算机系统

摘要

In some embodiments, the present invention provides for an exemplary system that may include at least the following components: a camera component, where the camera component is configured to acquire a visual input, where the visual input includes a face of a person; a processor configured to: obtain the visual input; apply a face detection algorithm to detect a presence of the face within the visual input; extract a vector of at least one feature of the face; match the vector to a stored profile of the person to identify the person; fit, based on person-specific meta-parameters, a three-dimensional morphable face model (3DMFM) to obtain a person-specific 3DMFM of the ne person; apply a facial expression detection algorithm to the person-specific 3DMFM to determine a person-specific facial expression; and cause to perform at least one activity associated with the person based at least in part on the person-specific facial expression of the person.
机译:在一些实施例中,本发明提供了一种示例性系统,其可以至少包括以下组件:相机组件,其中相机组件被配置为获取视觉输入,其中该视觉输入包括人的面部;以及处理器,配置为:获得视觉输入;应用面部检测算法以检测视觉输入中面部的存在;提取脸部至少一个特征的向量;将向量与所存储的个人资料进行匹配,以识别该个人;基于个人特定的元参数,拟合三维可变形人脸模型(3DMFM),以获得新个人的特定个人3DMFM;将面部表情检测算法应用于特定于人的3DMFM,以确定特定于人的面部表情;并至少部分地基于该人的特定于人的面部表情来执行与该人相关的至少一项活动。

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