User-drawn sketch-based 3D object retrieval using sparse coding

Lade...
Vorschaubild
Dateien
Yoon_0-284059.pdf
Yoon_0-284059.pdfGröße: 800.74 KBDownloads: 296
Datum
2015
Autor:innen
Yoon, Sang Min
Yoon, Gang-Joon
Herausgeber:innen
Kontakt
ISSN der Zeitschrift
Electronic ISSN
ISBN
Bibliografische Daten
Verlag
Schriftenreihe
Auflagebezeichnung
ArXiv-ID
Internationale Patentnummer
Angaben zur Forschungsförderung
Projekt
Open Access-Veröffentlichung
Open Access Green
Core Facility der Universität Konstanz
Gesperrt bis
Titel in einer weiteren Sprache
Forschungsvorhaben
Organisationseinheiten
Zeitschriftenheft
Publikationstyp
Zeitschriftenartikel
Publikationsstatus
Published
Erschienen in
Multimedia Tools and Applications. 2015, 74(13), pp. 4707-4722. ISSN 1380-7501. eISSN 1573-7721. Available under: doi: 10.1007/s11042-013-1831-z
Zusammenfassung

3D object retrieval from user-drawn (sketch) queries is one of the important research issues in the areas of pattern recognition and computer graphics for simulation, visualization, and Computer Aided Design. The performance of any content-based 3D object retrieval system crucially depends on the availability of effective descriptors and similarity measures for this kind of data. We present a sketch-based approach for improving 3D object retrieval effectiveness by optimizing the representation of one particular type of features (oriented gradients) using a sparse coding approach. We perform experiments, the results of which show that the retrieval quality improves over alternative features and codings. Based our findings, the coding can be proposed for sketch-based 3D object retrieval systems relying on oriented gradient features.

Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
3D object retrieval; Sketch-based querying; Gradient descriptor; Sparse coding
Konferenz
Rezension
undefined / . - undefined, undefined
Zitieren
ISO 690YOON, Sang Min, Gang-Joon YOON, Tobias SCHRECK, 2015. User-drawn sketch-based 3D object retrieval using sparse coding. In: Multimedia Tools and Applications. 2015, 74(13), pp. 4707-4722. ISSN 1380-7501. eISSN 1573-7721. Available under: doi: 10.1007/s11042-013-1831-z
BibTex
@article{Yoon2015Userd-30221,
  year={2015},
  doi={10.1007/s11042-013-1831-z},
  title={User-drawn sketch-based 3D object retrieval using sparse coding},
  number={13},
  volume={74},
  issn={1380-7501},
  journal={Multimedia Tools and Applications},
  pages={4707--4722},
  author={Yoon, Sang Min and Yoon, Gang-Joon and Schreck, Tobias}
}
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/123456789/30221">
    <dcterms:abstract xml:lang="eng">3D object retrieval from user-drawn (sketch) queries is one of the important research issues in the areas of pattern recognition and computer graphics for simulation, visualization, and Computer Aided Design. The performance of any content-based 3D object retrieval system crucially depends on the availability of effective descriptors and similarity measures for this kind of data. We present a sketch-based approach for improving 3D object retrieval effectiveness by optimizing the representation of one particular type of features (oriented gradients) using a sparse coding approach. We perform experiments, the results of which show that the retrieval quality improves over alternative features and codings. Based our findings, the coding can be proposed for sketch-based 3D object retrieval systems relying on oriented gradient features.</dcterms:abstract>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:contributor>Yoon, Gang-Joon</dc:contributor>
    <dc:contributor>Yoon, Sang Min</dc:contributor>
    <dc:rights>terms-of-use</dc:rights>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-03-11T16:21:57Z</dcterms:available>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/30221"/>
    <dcterms:title>User-drawn sketch-based 3D object retrieval using sparse coding</dcterms:title>
    <dc:creator>Yoon, Gang-Joon</dc:creator>
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dspace:hasBitstream rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/30221/1/Yoon_0-284059.pdf"/>
    <dc:creator>Schreck, Tobias</dc:creator>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dc:contributor>Schreck, Tobias</dc:contributor>
    <dcterms:hasPart rdf:resource="https://kops.uni-konstanz.de/bitstream/123456789/30221/1/Yoon_0-284059.pdf"/>
    <dc:creator>Yoon, Sang Min</dc:creator>
    <dcterms:issued>2015</dcterms:issued>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-03-11T16:21:57Z</dc:date>
    <dcterms:rights rdf:resource="https://rightsstatements.org/page/InC/1.0/"/>
    <dc:language>eng</dc:language>
  </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
Ja
Begutachtet
Diese Publikation teilen