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MICRO-EXPRESSION DESCRIPTION METHOD AND DEVICE, COMPUTER DEVICE AND READABLE STORAGE MEDIUM

机译:微表达描述方法和装置,计算机装置和可读存储介质

摘要

Provided in the present application are a micro-expression description method and device, a computer device and a non-volatile readable storage medium. The micro-expression description method comprises: scanning a facial image to detect a first feature point of the facial image, wherein the first feature point is a non-collinear feature point that is not affected by a micro-expression; using a facial image composed of the first feature points as a first frame, and aligning a detected subsequent frame with the first frame; segmenting the facial image according to the first feature point to form a group of sub-blocks which are not overlapped with each other; extracting a histogram feature vector corresponding to each of the sub-blocks and representing the facial image; and cascading the histogram feature vectors into a high-dimensional feature vector, and using the high-dimensional feature vector as a description form of the micro-expression. The micro-expression description method provided by the present application can adapt to the spatio-temporal characteristics and computational complexity of the micro-expression, thereby realizing operational experience optimization of a mobile computer device.
机译:本申请中提供了一种微表达描述方法和设备,计算机设备和非易失性可读存储介质。微表情描述方法包括:扫描面部图像以检测面部图像的第一特征点,其中,第一特征点是不受微表情影响的非共线特征点。将由第一特征点组成的面部图像作为第一帧,并将检测到的后续帧与第一帧对齐;根据所述第一特征点对所述面部图像进行分割,以形成彼此不重叠的子块组;提取对应于每个子块并表示面部图像的直方图特征向量;将直方图特征向量级联为高维特征向量,并将高维特征向量作为微表达的描述形式。本申请提供的微表情描述方法可以适应微表情的时空特征和计算复杂度,从而实现移动计算机设备的操作体验优化。

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