Publikation:

Towards developing robust multimodal databases for emotion analysis

Vorschaubild

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2012

Autor:innen

Polikovsky, Senya
Kameda, Yoshinari
Onisawa, Takehisa

Herausgeber:innen

Kontakt

ISSN der Zeitschrift

Electronic ISSN

ISBN

Bibliografische Daten

Verlag

Schriftenreihe

Auflagebezeichnung

URI (zitierfähiger Link)
DOI (zitierfähiger Link)
https://doi.org/10.1109/SCIS-ISIS.2012.6505247
ArXiv-ID

Internationale Patentnummer

Angaben zur Forschungsförderung

Projekt

Open Access-Veröffentlichung

Sammlungen

Informatik und Informationswissenschaft: Publikationen
Core Facility der Universität Konstanz

Gesperrt bis

Titel in einer weiteren Sprache

Publikationstyp
Beitrag zu einem Konferenzband
Publikationsstatus
Published

Erschienen in

The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems. Piscataway, NJ: IEEE, 2012, pp. 589-594. ISBN 978-1-4673-2742-8. Available under: doi: 10.1109/SCIS-ISIS.2012.6505247

Zusammenfassung

Understanding emotions can make the difference between succeeding and failing during communication. Several systems have been developed in the field of Affective Computing in order to understand emotions. Recently these systems focus into multimodal emotion recognition. The basis of each of these systems is emotion databases. Even though a lot of attention has been placed in capturing spontaneous emotion expressions, building an emotion database is a task with several challenges that are commonly neglected, namely: quality of the recordings, ground truth, multiple device recording, data labeling and context. In this paper we present a new spontaneous emotion database, with human-computer and human to human interactions. This database is composed by eight different synchronized signals, in four interaction tasks. Strategies on how to deal with emotion database construction challenges are explained in detail.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

Schlagwörter

emotion recognition, microexpressions, facial expression, gestures, infrared image, spontaneous emotions, multimodal synchronization

Konferenz

6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems : SCIS/ISIS 2012, 20. Nov. 2012 - 24. Nov. 2012, Kobe, Japan
Rezension
undefined / . - undefined, undefined

Forschungsvorhaben

Organisationseinheiten

Zeitschriftenheft

Zugehörige Datensätze in KOPS

Zitieren

ISO 690QUIRÓS-RAMÍREZ, M. Alejandra, Senya POLIKOVSKY, Yoshinari KAMEDA, Takehisa ONISAWA, 2012. Towards developing robust multimodal databases for emotion analysis. 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems : SCIS/ISIS 2012. Kobe, Japan, 20. Nov. 2012 - 24. Nov. 2012. In: The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems. Piscataway, NJ: IEEE, 2012, pp. 589-594. ISBN 978-1-4673-2742-8. Available under: doi: 10.1109/SCIS-ISIS.2012.6505247
BibTex
@inproceedings{QuirosRamirez2012-11Towar-44482,
  year={2012},
  doi={10.1109/SCIS-ISIS.2012.6505247},
  title={Towards developing robust multimodal databases for emotion analysis},
  isbn={978-1-4673-2742-8},
  publisher={IEEE},
  address={Piscataway, NJ},
  booktitle={The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems},
  pages={589--594},
  author={Quirós-Ramírez, M. Alejandra and Polikovsky, Senya and Kameda, Yoshinari and Onisawa, Takehisa}
}
RDF
<rdf:RDF
    xmlns:dcterms="http://purl.org/dc/terms/"
    xmlns:dc="http://purl.org/dc/elements/1.1/"
    xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
    xmlns:bibo="http://purl.org/ontology/bibo/"
    xmlns:dspace="http://digital-repositories.org/ontologies/dspace/0.1.0#"
    xmlns:foaf="http://xmlns.com/foaf/0.1/"
    xmlns:void="http://rdfs.org/ns/void#"
    xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > 
  <rdf:Description rdf:about="https://kops.uni-konstanz.de/server/rdf/resource/123456789/44482">
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:issued>2012-11</dcterms:issued>
    <dc:contributor>Quirós-Ramírez, M. Alejandra</dc:contributor>
    <dc:language>eng</dc:language>
    <dc:contributor>Polikovsky, Senya</dc:contributor>
    <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/44482"/>
    <dcterms:title>Towards developing robust multimodal databases for emotion analysis</dcterms:title>
    <dc:creator>Quirós-Ramírez, M. Alejandra</dc:creator>
    <dc:creator>Onisawa, Takehisa</dc:creator>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-09T11:23:39Z</dc:date>
    <dc:creator>Kameda, Yoshinari</dc:creator>
    <dc:contributor>Onisawa, Takehisa</dc:contributor>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-09T11:23:39Z</dcterms:available>
    <dcterms:abstract xml:lang="eng">Understanding emotions can make the difference between succeeding and failing during communication. Several systems have been developed in the field of Affective Computing in order to understand emotions. Recently these systems focus into multimodal emotion recognition. The basis of each of these systems is emotion databases. Even though a lot of attention has been placed in capturing spontaneous emotion expressions, building an emotion database is a task with several challenges that are commonly neglected, namely: quality of the recordings, ground truth, multiple device recording, data labeling and context. In this paper we present a new spontaneous emotion database, with human-computer and human to human interactions. This database is composed by eight different synchronized signals, in four interaction tasks. Strategies on how to deal with emotion database construction challenges are explained in detail.</dcterms:abstract>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Polikovsky, Senya</dc:creator>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Kameda, Yoshinari</dc:contributor>
  </rdf:Description>
</rdf:RDF>

Interner Vermerk

xmlui.Submission.submit.DescribeStep.inputForms.label.kops_note_fromSubmitter

Kontakt
URL der Originalveröffentl.

Prüfdatum der URL

Prüfungsdatum der Dissertation

Finanzierungsart

Kommentar zur Publikation

Allianzlizenz
Corresponding Authors der Uni Konstanz vorhanden
Internationale Co-Autor:innen
Universitätsbibliographie
Nein
Begutachtet
Diese Publikation teilen