hh.sePublikasjoner
Endre søk
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
Categorizing sequences of laryngeal data for decision support
Kaunas University of Technology, Lithuania.
Kaunas University of Technology, Lithuania.
Kaunas University of Technology, Lithuania.
Kaunas University of Technology, Lithuania.
Vise andre og tillknytning
2009 (engelsk)Inngår i: Electrical and Control Technologies: Proceedings of the 4th international conference, ECT 2009 / [ed] A. Navickas (general editor), A. Sauhats, A. Virbalis, M. Ažubalis, V. Galvanauskas, A. Jonaitis, Kaunas: IFAC Committee of National Lithuanian Organisation , 2009, s. 99-102Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

This paper is concerned with kernel-based techniques forcategorizing laryngeal disorders based on information extracted fromsequences of laryngeal colour images. The features used tocharacterize a laryngeal image are given by the kernel principalcomponents computed using the $N$-vector of the 3-D colourhistogram. The least squares support vector machine (LS-SVM) isdesigned for categorizing an image sequence into the healthy, nodular and diffuse classes. The kernel functionemployed by the SVM classifier is defined over a pair of matrices, rather than over a pair of vectors. An encouraging classificationperformance was obtained when testing the developed tools on datarecorded during routine laryngeal videostroboscopy.

sted, utgiver, år, opplag, sider
Kaunas: IFAC Committee of National Lithuanian Organisation , 2009. s. 99-102
Serie
Electrical and Control Technologies, ISSN 1822-5934 ; 2009
Emneord [en]
Larynx pathology, Image sequence, Classification, Support vector machine
HSV kategori
Identifikatorer
URN: urn:nbn:se:hh:diva-108OAI: oai:DiVA.org:hh-108DiVA, id: diva2:236173
Konferanse
Electrical and Control Technologies: proceedings of the 4th international conference, ECT 2009, May 7 - 8, Kaunas, Lithuania
Tilgjengelig fra: 2009-09-21 Laget: 2009-09-21 Sist oppdatert: 2018-01-13bibliografisk kontrollert

Open Access i DiVA

Fulltekst mangler i DiVA

Andre lenker

http://www.elektroklubas.lt/pdf/2009/Proceedings_ECT-2009_EN.pdf

Personposter BETA

Verikas, Antanas

Søk i DiVA

Av forfatter/redaktør
Verikas, Antanas
Av organisasjonen

Søk utenfor DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric

urn-nbn
Totalt: 178 treff
RefereraExporteraLink to record
Permanent link

Direct link
Referera
Referensformat
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annet format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annet språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf