| Abstract
|
<p>This paper is concerned with kern … <p>This paper is concerned with kernel-based techniques for categorizing laryngeal disorders based on information extracted from sequences of laryngeal colour images. The features used to characterize a laryngeal image are given by the kernel principal components computed using the N-vector of the 3-D colour histogram. The least squares support vector machine (LS-SVM) is designed for categorizing an image sequence into the healthy, nodular and diffuse classes. The kernel function employed by the SVM classifier is defined over a pair of matrices, rather than over a pair of vectors. An encouraging classification performance was obtained when testing the developed tools on data recorded during routine laryngeal videostroboscopy.</p>tine laryngeal videostroboscopy.</p>
|
| Author
|
Adas Gelzinis +
, Evaldas Vaiciukynas +
, Edgaras Kelertas +
, Marija Bacauskiene +
, Antanas Verikas +
, Virgilijus Uloza +
, Aurelija Vegiene +
|
| Conference
|
4th International Conference on Electrical and Control Technologies, ECT 2009, Kaunas University of Technology, Kaunas, Lithuania, 7-8 May 2009
|
| Diva
|
http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:1193130
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| HostPublication
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ECT 2009 : Electrical and Control Technologies +
|
| PublicationType
|
Conference Paper +
|
| Publisher
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Kaunas University Technology Press +
|
| Series
|
Electrical and Control Technologies +
|
| StartPage
|
99 +
|
| Title
|
Categorizing sequences of laryngeal data for decision support +
|
| Year
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2009 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
, Publications:Categorizing sequences of laryngeal data for decision support +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
31 March 2018 13:20:54 +
|
