Combining Emotional History Through Multimodal Fusion Methods

	Combining Emotional History Through Multimodal Fusion Methods
	Linlin Chao; Jianhua Tao; Minghao Yang; Ya Li
	2013
会议名称	Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
会议录名称	Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
会议日期	2013-11
会议地点	Kaohsiung, Taiwan
摘要	1;Continuity, one of the important characteristics of emotion, implies us that the emotional history may provide useful information for emotion recognition. Meanwhile, classification-based multimodal fusion methods show effective results in multimedia analysis tasks. In this study, two-stage classification method is proposed and emotional history is combined by the support vector machine fusion method. Evaluations on the Audio Sub-Challenge of the 2011 Audio/Visual Emotion Challenge dataset show that: (i) combining emotional history to recognition improves the accuracy significantly, (ii) classification-based multimodal fusion methods can effectively combine emotional history.
关键词	Emotion Recognition
收录类别	EI
语种	英语
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/41235
专题	多模态人工智能系统全国重点实验室_智能交互
通讯作者	Linlin Chao
推荐引用方式 GB/T 7714	Linlin Chao,Jianhua Tao,Minghao Yang,et al. Combining Emotional History Through Multimodal Fusion Methods[C],2013.