DocumentCode :
680829
Title :
Natural, Affect Aware interfaces: Gesture and Body Expressivity Aspects
Author :
Kalatha, Eirini ; Caridakis, George
Author_Institution :
Cultural Technol. & Commun. Dept., Univ. of the Aegean, Mytilene, Greece
fYear :
2013
fDate :
12-13 Dec. 2013
Firstpage :
97
Lastpage :
102
Abstract :
Recently, a growing number of researchers focus their work on a fledgling field related to the identification, recording, interpreting, processing and simulation of emotion and affective states. Affective computing, along with the wide range of related application areas, is expanded increasingly due to the emerging demand for natural, intelligent, adaptive and personalized multimodal interaction context. This paper focuses on the gesture and bodily expressivity analysis, investigating and reporting the entire spectrum of related aspects such as issues involved in affectively enhanced corpora (stimuli and input streams), respective expressivity formalization approaches as well as machine learning and pattern recognition aspects (feature extraction, multimodal fusion and classification). Finally, the synthesis counterpart of affectively enhanced behavior is examined and future directions of the research area are identified.
Keywords :
gesture recognition; learning (artificial intelligence); pattern recognition; affect aware interfaces; body expressivity analysis; classification; feature extraction; gesture expressivity analysis; machine learning; multimodal fusion; pattern recognition aspects; Affective computing; Cameras; Classification algorithms; Computational modeling; Feature extraction; Hidden Markov models; Sensors; affective computing; gesture and body expressivity; intelligent and adaptive interfaces; personalised and natural interaction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Semantic and Social Media Adaptation and Personalization (SMAP), 2013 8th International Workshop on
Conference_Location :
Bayonne
Type :
conf
DOI :
10.1109/SMAP.2013.17
Filename :
6735573
Link To Document :
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