ホウチン　テルヒサ   Teruhisa Hochin   寶珍　輝尚    所属   追手門学院大学  理工学部 情報工学科    職種   教授
言語種別	英語
発行・発表の年月	2020/09
形態種別	論文
査読	査読あり
標題	Classification of Posed Smiles and Spontaneous Smiles with LSTM
執筆形態	共著・編著（代表編著を除く）
掲載誌名	Proceedings - 2020 9th International Congress on Advanced Applied Informatics, IIAI-AAI 2020
掲載区分	国外
出版社・発行元	IEEE
巻・号・頁	pp.17-22
担当区分	最終著者
著者・共著者	Tatsuki Matsumura,Hiroki Nomiya,Teruhisa Hochin
概要	In recent years, the importance of smiles in communication has led to widespread research dealing with smiles. Attention has also been focused on discriminating posed and spontaneous facial expressions, suggesting that there is a difference in the movement of facial parts between posed and spontaneous smiles. In this paper, we focus on the fact that the time-series changes in facial expressions are important in the classification of smiles. We propose a method to classify posed smiles and spontaneous smiles by LSTM (Long short-term memory), which is often used for learning time series data. The classification result was 87.0%, indicating that it is useful to use LSTM to classify smiles.
DOI	10.1109/IIAI-AAI50415.2020.00014
DBLP ID	conf/iiaiaai/MatsumuraNH20
PermalinkURL	https://dblp.uni-trier.de/rec/conf/iiaiaai/2020
researchmap用URL	https://dblp.uni-trier.de/db/conf/iiaiaai/iiaiaai2020.html#MatsumuraNH20