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HMD-DEVICE-ORIENTED FACIAL EXPRESSION RECOGNITION SYSTEM

机译:面向HMD设备的人脸表情识别系统

摘要

An HMD-device-oriented facial expression recognition system, comprising an image input unit (1), wherein an output end of the image input unit (1) is connected to an image expression acquisition unit (2); the image expression acquisition unit (2) comprises a facial detection module (21) and a facial positioning module (22); an output end of the image expression acquisition unit (2) is connected to an image preprocessing unit (3); the image preprocessing unit (3) comprises an expression recognition module (31) and a facial capturing module (32); an output end of the image preprocessing unit (3) is connected to an expression feature extraction unit (4); an output end of the expression feature extraction unit (4) is connected to an expression classification unit (5); and an output end of the expression classification unit (5) is connected to an expression tagging unit (6). The system can realize quick and highly accurate recognition of a face and can reduce costs during a facial recognition process, thereby improving the accuracy of facial recognition under different facial poses.
机译:一种面向HMD设备的面部表情识别系统,包括图像输入单元(1),其中图像输入单元(1)的输出端连接到图像表情获取单元(2);图像表情获取单元(2)包括面部检测模块(21)和面部定位模块(22);图像表达式获取单元(2)的输出端连接到图像预处理单元(3);图像预处理单元(3)包括表情识别模块(31)和面部捕捉模块(32);图像预处理单元(3)的输出端连接到表情特征提取单元(4);表情特征提取单元(4)的输出端连接至表情分类单元(5);表达式分类单元(5)的输出端连接到表达式标记单元(6)。该系统可以实现快速、高精度的人脸识别,并可以降低人脸识别过程中的成本,从而提高不同面部姿势下的人脸识别精度。

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