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  1. Proceedings of the 1st Workshop on Modeling INTERPERsonal SynchrONy And infLuence (INTERPERSONAL '15)
  2. Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies
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The First International Workshop on Modeling INTERPersonal SynchrONy (INTERPERSONAL 2015)
Exploring Socio-Cognitive Effects of Conversational Strategy Congruence in Peer Tutoring
Infants' Brains are Wired to Learn from Culture: Implications for Social Robots
We Click, We Align, We Learn: Impact of Influence and Convergence Processes on Student Learning and Rapport Building
Exploring Children's Verbal and Acoustic Synchrony: Towards Promoting Engagement in Speech-Controlled Robot-Companion Games
Communicative Behavior and Physiology in Social Interactions
Automatic Speaker Identification from Interpersonal Synchrony of Body Motion Behavioral Patterns in Multi-Person Videos
Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies
SyncPy: a Unified Open-source Analytic Library for Synchrony

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Dynamic Time Warping of Multimodal Signals for Detecting Highlights in Movies

Content Provider ACM Digital Library
Author Kostoulas, Theodoros Muszynski, Michal Lombardo, Patrizia Pun, Thierry Chanel, Guillaume
Abstract Affective computing has strong ties with literature and film studies, e.g. text sentiment analysis, affective tagging of movies. In this work we report on recent findings towards identifying highlights in movies on the basis of the synchronization of physiological and behavioral signals of people. The proposed architecture is utilizing dynamic time warping for measuring the distance among the multimodal signals of pairs of spectators. The reported results suggest that this distance can be indicative for the dynamics and existence of aesthetic moments in movies.
Starting Page 35
Ending Page 40
Page Count 6
File Format PDF
ISBN 9781450339865
DOI 10.1145/2823513.2823515
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-11-13
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Highlights detection. Affective computing Behavioral signals Physiological signals Dynamic time warping Multimodal signals Synchronization
Content Type Text
Resource Type Article
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