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The MPI Emotional Body Expressions Database for Narrative Scenarios

Emotion expression in human-human interaction takes place via various types of information, including body motion. Research on the perceptual-cognitive mechanisms underlying the processing of natural emotional body language can benefit greatly from datasets of natural emotional body expressions that...

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Autores principales: Volkova, Ekaterina, de la Rosa, Stephan, Bülthoff, Heinrich H., Mohler, Betty
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4252031/
https://www.ncbi.nlm.nih.gov/pubmed/25461382
http://dx.doi.org/10.1371/journal.pone.0113647
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author Volkova, Ekaterina
de la Rosa, Stephan
Bülthoff, Heinrich H.
Mohler, Betty
author_facet Volkova, Ekaterina
de la Rosa, Stephan
Bülthoff, Heinrich H.
Mohler, Betty
author_sort Volkova, Ekaterina
collection PubMed
description Emotion expression in human-human interaction takes place via various types of information, including body motion. Research on the perceptual-cognitive mechanisms underlying the processing of natural emotional body language can benefit greatly from datasets of natural emotional body expressions that facilitate stimulus manipulation and analysis. The existing databases have so far focused on few emotion categories which display predominantly prototypical, exaggerated emotion expressions. Moreover, many of these databases consist of video recordings which limit the ability to manipulate and analyse the physical properties of these stimuli. We present a new database consisting of a large set (over 1400) of natural emotional body expressions typical of monologues. To achieve close-to-natural emotional body expressions, amateur actors were narrating coherent stories while their body movements were recorded with motion capture technology. The resulting 3-dimensional motion data recorded at a high frame rate (120 frames per second) provides fine-grained information about body movements and allows the manipulation of movement on a body joint basis. For each expression it gives the positions and orientations in space of 23 body joints for every frame. We report the results of physical motion properties analysis and of an emotion categorisation study. The reactions of observers from the emotion categorisation study are included in the database. Moreover, we recorded the intended emotion expression for each motion sequence from the actor to allow for investigations regarding the link between intended and perceived emotions. The motion sequences along with the accompanying information are made available in a searchable MPI Emotional Body Expression Database. We hope that this database will enable researchers to study expression and perception of naturally occurring emotional body expressions in greater depth.
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spelling pubmed-42520312014-12-05 The MPI Emotional Body Expressions Database for Narrative Scenarios Volkova, Ekaterina de la Rosa, Stephan Bülthoff, Heinrich H. Mohler, Betty PLoS One Research Article Emotion expression in human-human interaction takes place via various types of information, including body motion. Research on the perceptual-cognitive mechanisms underlying the processing of natural emotional body language can benefit greatly from datasets of natural emotional body expressions that facilitate stimulus manipulation and analysis. The existing databases have so far focused on few emotion categories which display predominantly prototypical, exaggerated emotion expressions. Moreover, many of these databases consist of video recordings which limit the ability to manipulate and analyse the physical properties of these stimuli. We present a new database consisting of a large set (over 1400) of natural emotional body expressions typical of monologues. To achieve close-to-natural emotional body expressions, amateur actors were narrating coherent stories while their body movements were recorded with motion capture technology. The resulting 3-dimensional motion data recorded at a high frame rate (120 frames per second) provides fine-grained information about body movements and allows the manipulation of movement on a body joint basis. For each expression it gives the positions and orientations in space of 23 body joints for every frame. We report the results of physical motion properties analysis and of an emotion categorisation study. The reactions of observers from the emotion categorisation study are included in the database. Moreover, we recorded the intended emotion expression for each motion sequence from the actor to allow for investigations regarding the link between intended and perceived emotions. The motion sequences along with the accompanying information are made available in a searchable MPI Emotional Body Expression Database. We hope that this database will enable researchers to study expression and perception of naturally occurring emotional body expressions in greater depth. Public Library of Science 2014-12-02 /pmc/articles/PMC4252031/ /pubmed/25461382 http://dx.doi.org/10.1371/journal.pone.0113647 Text en © 2014 Volkova et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Volkova, Ekaterina
de la Rosa, Stephan
Bülthoff, Heinrich H.
Mohler, Betty
The MPI Emotional Body Expressions Database for Narrative Scenarios
title The MPI Emotional Body Expressions Database for Narrative Scenarios
title_full The MPI Emotional Body Expressions Database for Narrative Scenarios
title_fullStr The MPI Emotional Body Expressions Database for Narrative Scenarios
title_full_unstemmed The MPI Emotional Body Expressions Database for Narrative Scenarios
title_short The MPI Emotional Body Expressions Database for Narrative Scenarios
title_sort mpi emotional body expressions database for narrative scenarios
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4252031/
https://www.ncbi.nlm.nih.gov/pubmed/25461382
http://dx.doi.org/10.1371/journal.pone.0113647
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