Towards developing robust multimodal databases for emotion analysis

Cite This

Files in this item

Files Size Format View

There are no files associated with this item.

QUIRÓS RAMÍREZ, María 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, Nov 20, 2012 - Nov 24, 2012. In: The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems. Piscataway, NJ:IEEE, pp. 589-594. ISBN 978-1-4673-2742-8. Available under: doi: 10.1109/SCIS-ISIS.2012.6505247

@inproceedings{QuirosRamirez2012-11Towar-44482, title={Towards developing robust multimodal databases for emotion analysis}, year={2012}, doi={10.1109/SCIS-ISIS.2012.6505247}, isbn={978-1-4673-2742-8}, address={Piscataway, NJ}, publisher={IEEE}, 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, María Alejandra and Polikovsky, Senya and Kameda, Yoshinari and Onisawa, Takehisa} }

<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/rdf/resource/123456789/44482"> <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dc:creator>Quirós Ramírez, María Alejandra</dc:creator> <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> <dc:contributor>Quirós Ramírez, María Alejandra</dc:contributor> <dc:creator>Onisawa, Takehisa</dc:creator> <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/> <foaf:homepage rdf:resource="http://localhost:8080/jspui"/> <dcterms:issued>2012-11</dcterms:issued> <dc:contributor>Onisawa, Takehisa</dc:contributor> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-09T11:23:39Z</dcterms:available> <dc:contributor>Kameda, Yoshinari</dc:contributor> <dc:creator>Kameda, Yoshinari</dc:creator> <bibo:uri rdf:resource="https://kops.uni-konstanz.de/handle/123456789/44482"/> <dc:language>eng</dc:language> <dc:creator>Polikovsky, Senya</dc:creator> <dcterms:title>Towards developing robust multimodal databases for emotion analysis</dcterms:title> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2019-01-09T11:23:39Z</dc:date> <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/rdf/resource/123456789/36"/> <dc:contributor>Polikovsky, Senya</dc:contributor> </rdf:Description> </rdf:RDF>

This item appears in the following Collection(s)

Search KOPS


Browse

My Account