A Collaborative Personalized Affective Video Retrieval System

Conférence Chapitre d'actes A Collaborative Personalized Affective Video Retrieval System eng 2009 author Soleymani Mohammad 652193 author Davis Jeremy 597573 author Pun Thierry 22776 10.1109/ACII.2009.5349526 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5349526 In this demonstration, a collaborative personalized affective video retrieval is introduced. A dataset of 155 video clips extracted from Hollywood movies were annotated by the emotion felt by participants. More than 1300 annotations from 40 participants were gathered in a database to be used for affective retrieval system. The retrieval system is able to retrieve videos based on emotional keyword query as well as arousal and valence query. The user's personal profile (gender, age, cultural background) was employed to improve the collaborative filtering in retrieval. Filtering theory Video retrieval Dewey 128.37 Dewey 025.063 Institute of Electrical and Electronics Engineers ( IEEE ) 13 Centre universitaire d'informatique 0D3 15 Centre interfacultaire en sciences affectives 0D8 32 Département d'informatique 18 false 1241 Affective sciences 895 Computer Vision and Multimedia Laboratory 725 Multimodal Interaction Group 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009 : proceedings 10-12 September 2009 Amsterdam (Netherlands) 7c222bd4-7a7f-4c92-966a-1d5e464f72c5 Proceedings chapter (Accepted version) Public 2009 A collaborative personalized affective video retrieval system.pdf 385806 application/pdf openAccess Centres et instituts / Centre universitaire d'informatique Centres et instituts / Centre interfacultaire en sciences affectives Faculté des sciences / Département d'informatique

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A Collaborative Personalized Affective Video Retrieval System	3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009 : proceedings			2009	9,598	525

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Davis, Jeremy