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Multimodal emotion recognition and expressivity analysis

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dc.contributor.author Kollias, S en
dc.contributor.author Karpouzis, K en
dc.date.accessioned 2014-03-01T02:43:25Z
dc.date.available 2014-03-01T02:43:25Z
dc.date.issued 2005 en
dc.identifier.uri http://hdl.handle.net/123456789/31404
dc.subject Affective Interaction en
dc.subject Emotion Recognition en
dc.subject Expression Analysis en
dc.subject Human Computer Interaction en
dc.subject Labeling Scheme en
dc.subject Signal Analysis en
dc.subject Single Mode en
dc.subject.other Database systems en
dc.subject.other Human computer interaction en
dc.subject.other Interactive computer systems en
dc.subject.other Psychology computing en
dc.subject.other User interfaces en
dc.subject.other Multimodal emotion recognition en
dc.subject.other Physiological signal analysis en
dc.subject.other Single mode emotion analysis en
dc.subject.other Gesture recognition en
dc.title Multimodal emotion recognition and expressivity analysis en
heal.type conferenceItem en
heal.identifier.primary 10.1109/ICME.2005.1521539 en
heal.identifier.secondary http://dx.doi.org/10.1109/ICME.2005.1521539 en
heal.identifier.secondary 1521539 en
heal.publicationDate 2005 en
heal.abstract The paper presents the framework of a special session that aims at investigating the best possible techniques for multimodal emotion recognition and expressivity analysis in human computer interaction, based on a common psychological background. The session mainly deals with audio and visual emotion analysis, with physiological signal analysis serving as supplementary to these modalities. Specific topics that are examined include extraction of emotional features and signs from each modality in separate, integration of the outputs of single-mode emotion analysis systems and recognition of the user's emotional state, taking into account emotion models and existing knowledge or demands from both the analysis and synthesis perspective. Various labelling schemes, supply of accordingly labeled test databases, as well as synthesis of expressive avatars and affective interactions, are issues brought up and examined in the proposed framework. © 2005 IEEE. en
heal.journalName IEEE International Conference on Multimedia and Expo, ICME 2005 en
dc.identifier.doi 10.1109/ICME.2005.1521539 en
dc.identifier.volume 2005 en
dc.identifier.spage 779 en
dc.identifier.epage 783 en


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