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METHOD FOR FACIAL EXPRESSION RECOGNITION USING LOCAL FEATURE BASED ADAPTIVE DECISION TREE AND DEVICE USING SAME

机译:基于局部特征的自适应决策树和设备的面部表情识别方法

摘要

Disclosed are a method and a device for facial expression recognition using a local feature based adaptive decision tree. The method for facial expression recognition by the facial expression recognition device includes steps of: dividing local regions from a facial region included in an input image; extracting expression features from the respective local regions using a preset feature extraction algorithm; and recognizing facial expressions from the input image using the expression features extracted on the basis of a decision tree generated by repeatedly classifying facial expressions into two categories until one facial expression is included in one category and deciding each facial expression for a relevant category.;COPYRIGHT KIPO 2015
机译:公开了一种使用基于局部特征的自适应决策树进行面部表情识别的方法和设备。面部表情识别装置进行面部表情识别的方法包括以下步骤:将局部区域与输入图像中包括的面部区域分开;使用预设特征提取算法从各个局部区域提取表达特征;使用通过基于决策树提取的表情特征从输入图像中识别表情,该决策​​树是通过将表情重复分类为两类直到一个表情包含在一个类别中并为相关类别确定每个表情而生成的。韩国知识产权局2015

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