| 基于OpenCV与Face++的自闭症儿童情绪识别系统 |
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| 引用本文： | 叶继阳,屠益军.基于OpenCV与Face++的自闭症儿童情绪识别系统[J].计算机应用文摘,2022(2). |
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| 作者姓名： | 叶继阳 屠益军 |
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| 作者单位： | 金华职业技术学院信息工程学院;杭州达那福医疗器械有限公司 |
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| 基金项目： | 浙江省教育厅高校国内访问工程师校企合作项目(FG2020010)。 |
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| 摘 要： | 目前,如何开展面向自闭症儿童的情绪智能感知已成为一个重要方向。文章对一套情绪识别数据分析系统(该系统基于OpenCV和Face十+技术而开发)进行研究,实现了按指定帧数间隔截取视频帧,通过机器学习算法进行图片分类,对图像进行情绪识别分类统计等功能,最后以Excel表格形式输出分析数据。
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| 关 键 词： | 自闭症 OPENCV 情绪 |
Emotion recognition system for children with autism based on OpenCV and Face++ |
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| Authors: | YE Jiyang TU Yijun |
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| Affiliation: | (College of Information Engineering Jinhua Polytechnic,Jinhua,Zhejiang 321017,China;Hangzhou Danafon Medical Equipment Co.,Ltd.,Hangzhou 310000,China) |
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| Abstract: | At present,how to carry out intelligent emotion perception for autistic children has becomean important direction.In this study,an emotion recognition data analysis system is designed anddeveloped,which is based on OpenCV and Face++technology development,realizing the functionsof intercepting video frames at specified frame intervals,machine learning for image classification,classifying statistics for emotion recognition on images,and finally outputting the analysis data in theform of Excel table. |
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| Keywords: | autism OpenCV emotion |
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