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Fusing remote control usages and facial expression for emotion recognition

  • Meng Hsuan Fu*
  • , Yau Hwang Kuo
  • , Kuan Rong Lee
  • , Chi Lu Yang
  • *Corresponding author for this work
  • National Cheng Kung University
  • Kun Shan University
  • Institute for Information Industry Taiwan

Research output: Chapter in Book/Report/Conference proceedingConference proceeding (ISBN)peer-review

Abstract

This paper proposes a fusion model that merges the context-aware multimodal information of JADE (Java Agent DEvelopment Framework). The context-aware multimodal information system is developed from the multi-heterogeneous context sensing devices. This multimodal not only gathers multidimensional data that aims to recognize and analyze the collected emotion information, but also emotion manages the context-aware information. According to the collections of users use remote control usages during watching TV and the face recognition technology, we developed a context-aware multimodal information system to recognize emotions. The emotion information is reasoned from the action data of remote control usages that combines with the emotion information gathered from the face recognition. These two information fuses with the feedback mechanism of real emotion to acquire the information of personal emotion representation. This fusion model of context-aware multimodal information provides personal emotion information and learning mechanism to reason the information from contextaware ubiquitous environment applied on personal emotion prediction.

Original languageEnglish
Title of host publication2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
Pages132-135
Number of pages4
DOIs
Publication statusPublished - 9 Dec 2009
Event2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 - Kaohsiung, Taiwan, Province of China
Duration: 7 Dec 20099 Dec 2009

Publication series

Name2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009

Conference

Conference2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
Country/TerritoryTaiwan, Province of China
CityKaohsiung
Period7/12/099/12/09

Keywords

  • Context-aware information
  • Emotion recognition
  • Facial expression
  • Fusion
  • Multimodal
  • Remote control usages

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