Publikation:

The Influence of Regularization Parameter on Error Bound in Super-Resolution Reconstruction

Vorschaubild

Dateien

Zu diesem Dokument gibt es keine Dateien.

Datum

2008

Autor:innen

Xue, Ping
Wang, Ci

Herausgeber:innen

Kontakt

ISSN der Zeitschrift

Electronic ISSN

ISBN

Bibliografische Daten

Verlag

Schriftenreihe

Auflagebezeichnung

URI (zitierfähiger Link)
DOI (zitierfähiger Link)
https://doi.org/10.1007/978-3-540-89796-5_55
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

YUEH-MIN RAY HUANG ..., , ed.. Advances in multimedia information processing - PCM 2008 : 9th Pacific Rim Conference on Multimedia Tainan, Taiwan, December 9-13, 2008 ; proceedings. Berlin [u.a.]: Springer, 2008, pp. 535-542. Lecture notes in computer science. 5353. ISBN 978-3-540-89795-8. Available under: doi: 10.1007/978-3-540-89796-5_55

Zusammenfassung

Regularization method is widely used to address the ill-conditioned problem of super-resolution (SR) reconstruction to improve its performance. The tradeoff between the fidelity of the data (due to small values of regularization parameter) and the smoothness of the SR result necessitates the choice of the regularization parameter to obtain the optimal solution. In this paper, the objective relative error is analyzed to explore the influence of the regularization parameter on SR reconstruction performance. With the optimal regularization parameter, we derive a relative error bound. The analysis is verified by experiment results.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

Schlagwörter

Error bound; super-resolution; regularization

Konferenz

9th Pacific Rim Conference on Multimedia, 9. Dez. 2008 - 13. Dez. 2008, Tainan
Rezension
undefined / . - undefined, undefined

Forschungsvorhaben

Organisationseinheiten

Zeitschriftenheft

Zugehörige Datensätze in KOPS

Zitieren

ISO 690SHEN, Minmin, Ping XUE, Ci WANG, 2008. The Influence of Regularization Parameter on Error Bound in Super-Resolution Reconstruction. 9th Pacific Rim Conference on Multimedia. Tainan, 9. Dez. 2008 - 13. Dez. 2008. In: YUEH-MIN RAY HUANG ..., , ed.. Advances in multimedia information processing - PCM 2008 : 9th Pacific Rim Conference on Multimedia Tainan, Taiwan, December 9-13, 2008 ; proceedings. Berlin [u.a.]: Springer, 2008, pp. 535-542. Lecture notes in computer science. 5353. ISBN 978-3-540-89795-8. Available under: doi: 10.1007/978-3-540-89796-5_55
BibTex
@inproceedings{Shen2008Influ-30662,
  year={2008},
  doi={10.1007/978-3-540-89796-5_55},
  title={The Influence of Regularization Parameter on Error Bound in Super-Resolution Reconstruction},
  number={5353},
  isbn={978-3-540-89795-8},
  publisher={Springer},
  address={Berlin [u.a.]},
  series={Lecture notes in computer science},
  booktitle={Advances in multimedia information processing - PCM 2008 : 9th Pacific Rim Conference on Multimedia Tainan, Taiwan, December 9-13, 2008 ; proceedings},
  pages={535--542},
  editor={Yueh-Min Ray Huang ...},
  author={Shen, Minmin and Xue, Ping and Wang, Ci}
}
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/123456789/30662">
    <void:sparqlEndpoint rdf:resource="http://localhost/fuseki/dspace/sparql"/>
    <dc:contributor>Xue, Ping</dc:contributor>
    <dc:contributor>Shen, Minmin</dc:contributor>
    <dc:creator>Shen, Minmin</dc:creator>
    <dcterms:abstract xml:lang="eng">Regularization method is widely used to address the ill-conditioned problem of super-resolution (SR) reconstruction to improve its performance. The tradeoff between the fidelity of the data (due to small values of regularization parameter) and the smoothness of the SR result necessitates the choice of the regularization parameter to obtain the optimal solution. In this paper, the objective relative error is analyzed to explore the influence of the regularization parameter on SR reconstruction performance. With the optimal regularization parameter, we derive a relative error bound. The analysis is verified by experiment results.</dcterms:abstract>
    <dc:contributor>Wang, Ci</dc:contributor>
    <foaf:homepage rdf:resource="http://localhost:8080/"/>
    <dcterms:title>The Influence of Regularization Parameter on Error Bound in Super-Resolution Reconstruction</dcterms:title>
    <dcterms:issued>2008</dcterms:issued>
    <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-04-07T06:40:01Z</dc:date>
    <dcterms:isPartOf rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:creator>Xue, Ping</dc:creator>
    <dc:creator>Wang, Ci</dc:creator>
    <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/30662"/>
    <dspace:isPartOfCollection rdf:resource="https://kops.uni-konstanz.de/server/rdf/resource/123456789/36"/>
    <dc:language>eng</dc:language>
    <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2015-04-07T06:40:01Z</dcterms:available>
  </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