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CONTACTLESS EMOTION DETECTION METHOD BASED ON MACHINE VISION

机译:基于机器视觉的无情情绪检测方法

摘要

Provided is a contactless emotion detection method and apparatus based on machine vision. The method comprises: acquiring a video image containing human face information, so as to obtain an image sequence to be processed; determining a human face position at each frame of a video image in the image sequence to be processed by means of a pre-set human face detection algorithm and an image stabilization algorithm; carrying out normalization processing on the image sequence to be processed, extracting a human face image from the image sequence to be processed after the normalization processing, and further obtaining a facial local image matrix; and amplifying a color change in the facial local image matrix using a pre-set video amplification algorithm, and performing signal processing on the amplified facial local image sequence, so as to obtain human body signs. In the present invention, a human face detection module and an image stabilization module are introduced, so that a subject can move his/her head modestly within the shooting range of a camera during use, and the heart rate value of the subject can be accurately obtained.
机译:提供了一种基于机器视觉的非接触式情感检测方法和装置。该方法包括:获取包含人脸信息的视频图像,以获取待处理的图像序列;通过预设的人脸检测算法和图像稳定算法,确定待处理图像序列中视频图像每一帧的人脸位置;对待处理的图像序列进行归一化处理,归一化处理后,从待处理的图像序列中提取人脸图像,进一步获得人脸局部图像矩阵;使用预设的视频放大算法放大面部局部图像矩阵中的颜色变化,并对放大后的面部局部图像序列进行信号处理,以获得人体信号。在本发明中,引入了人脸检测模块和图像稳定模块,使得对象在使用期间可以在相机的拍摄范围内适度地移动他/她的头部,并且可以准确地获取对象的心率值。获得。

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