| Abstract
|
<p>This paper is concerned with kern … <p>This paper is concerned with kernel-based techniques for automatedcategorization of laryngeal colour image sequences obtained by videolaryngostroboscopy. Features used to characterize a laryngeal imageare given by the kernel principal components computed using the$N$-vector of the 3-D colour histogram. The least squares supportvector machine (LS-SVM) is designed for categorizing an imagesequence (video) into the healthy, cancerous and noncancerous classes. The kernel function employed by theLS-SVM is defined over a pair of matrices, rather than over a pairof vectors. The classification accuracy of over 85% was obtainedwhen testing the developed tools on data recorded during routinelaryngeal videostroboscopy.</p>utinelaryngeal videostroboscopy.</p>
|
| Author
|
Adas Gelzinis +
, Evaldas Vaiciukynas +
, Edgaras Kelertas +
, Bacauskiene Marija +
, Antanas Verikas +
, Uloza Virgilijus +
, Vegiene Aurelija +
|
| Conference
|
6th International Conference “Models and Analysis of Vocal Emissions for Biomedical Applications”, MAVEBA 2009, December 14-16, Firenze, Italy
|
| Diva
|
http://hh.diva-portal.org/smash/record.jsf?searchId=1&pid=diva2:284996
|
| EndPage
|
128 +
|
| HostPublication
|
Proceedings of the 6th International Conference “Models and Analysis of Vocal Emissions for Biomedical Applications”, MAVEBA 2009 +
|
| PublicationType
|
Conference Paper +
|
| Publisher
|
Firenze University Press +
|
| Series
|
Proceedings e report ; 54 +
|
| StartPage
|
125 +
|
| Title
|
Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
|
| Year
|
2009 +
|
| Has queryThis property is a special property in this wiki.
|
Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
, Publications:Towards video laryngostroboscopy-based automated screening for laryngeal disorders +
|
| Categories |
Publication +
|
| Modification dateThis property is a special property in this wiki.
|
30 September 2016 20:40:58 +
|
