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EMOTION RECOGNITION MOTHOD AND SYSTEM BASED ON DECISION FUSION

机译:基于决策融合的情绪识别方法及系统

摘要

A decision fusion based emotion recognition method and a system thereof are provided to perform decision fusion by using a sigmoid fuzzy membership function, thereby complementing a disadvantage of each medium by adding a weight. A decision fusion based emotion recognition method comprises the following steps. A voice signal is collected(P1). First information including at least one of statistics of a pitch, a maximum value, a size of a sound, a number of sections, an increasing rate or a crossing rate is extracted from the voice signal(P2). A face image signal is recognized(P3). Second information including at least one characteristic among a mouth, eyes or eyebrows is extracted(P4). By applying the first and second information to a decision fusion based fuzzy membership function, a pattern by emotion is classified(P5).
机译:提供一种基于决策融合的情绪识别方法及其系统,以通过使用S形模糊隶属度函数进行决策融合,从而通过增加权重来弥补每种媒体的劣势。基于决策融合的情绪识别方法包括以下步骤。收集语音信号(P1)。从语音信号(P2)提取包括音调,最大值,声音的大小,片段的数量,增加率或穿越率中的至少一项的第一信息。识别出面部图像信号(P3)。提取包括嘴,眼或眉毛中的至少一个特征的第二信息(P4)。通过将第一和第二信息应用于基于决策融合的模糊隶属度函数,对情绪模式进行分类(P5)。

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