Affective computing
International Journal of Human-Computer Studies - Application of affective computing in human—Computer interaction
Temporal classification: extending the classification paradigm to multivariate time series
Temporal classification: extending the classification paradigm to multivariate time series
Exact indexing of dynamic time warping
Knowledge and Information Systems
Temporal alignment of communicative gesture sequences: Research Articles
Computer Animation and Virtual Worlds - CASA 2006
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Bi-modal emotion recognition from expressive face and body gestures
Journal of Network and Computer Applications
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Support vector machines of interval-based features for time series classification
Knowledge-Based Systems
Gesture-Based affective computing on motion capture data
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Generalization of a vision-based computational model of mind-reading
ACII'05 Proceedings of the First international conference on Affective Computing and Intelligent Interaction
Emotion analysis in man-machine interaction systems
MLMI'04 Proceedings of the First international conference on Machine Learning for Multimodal Interaction
Emotion Recognition through Multiple Modalities: Face, Body Gesture, Speech
Affect and Emotion in Human-Computer Interaction
Detecting Emotions from Connected Action Sequences
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Visual affect recognition
Automatic analysis of affective postures and body motion to detect engagement with a game companion
Proceedings of the 6th international conference on Human-robot interaction
Information Processing and Management: an International Journal
Using emotional classification model for travel information system
International Journal of Computational Science and Engineering
Review: Situation identification techniques in pervasive computing: A review
Pervasive and Mobile Computing
Smart solutions for risk prevention through analysis of people movements
GPC'11 Proceedings of the 6th international conference on Grid and Pervasive Computing
"the approval of the franciscan rule": virtual experience among the characters of Giotto's Work
VAST'10 Proceedings of the 11th International conference on Virtual Reality, Archaeology and Cultural Heritage
Automatic multimodal descriptors of rhythmic body movement
Proceedings of the 15th ACM on International conference on multimodal interaction
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We present an approach for the recognition of acted emotional states based on the analysis of body movement and gesture expressivity. According to research showing that distinct emotions are often associated with different qualities of body movement, we use non- propositional movement qualities (e.g. amplitude, speed and fluidity of movement) to infer emotions, rather than trying to recognise different gesture shapes expressing specific emotions. We propose a method for the analysis of emotional behaviour based on both direct classification of time series and a model that provides indicators describing the dynamics of expressive motion cues. Finally we show and interpret the recognition rates for both proposals using different classification algorithms.