Classification of underwater objects based on Zernike and pseudo Zernike moments and  Fourier descriptors

Arpón Díaz-Aldagalán, Javier

Publication:
Classification of underwater objects based on Zernike and pseudo Zernike moments and Fourier descriptors

dc.contributor.advisorTFE	Río Bocio, Carlos del
dc.contributor.advisorTFE	Fandos, Raquel
dc.contributor.advisorTFE	Zoubir, Abdelhak M.
dc.contributor.affiliation	Escuela Técnica Superior de Ingenieros Industriales y de Telecomunicación	es_ES
dc.contributor.affiliation	Telekomunikazio eta Industria Ingeniarien Goi Mailako Eskola Teknikoa	eu
dc.contributor.affiliation	Technische Universität Darmstadt (Alemania)	de
dc.contributor.author	Arpón Díaz-Aldagalán, Javier
dc.contributor.department	Ingeniería Eléctrica y Electrónica	es_ES
dc.contributor.department	Ingeniaritza Elektrikoa eta Elektronikoa	eu
dc.date.accessioned	2011-02-01T15:45:35Z
dc.date.available	2011-02-01T15:45:35Z
dc.date.issued	2010
dc.description.abstract	In this work the process of classification of underwater objects in sonar images is treated. The necessary steps, which are based on image processing and computer vision, are first the segmentation, then feature extraction and finally classification. Three different kinds of descriptors are tested in this work: the Zernike Polynomials (ZP), the pseudo Zernike Polynomials (PZP) and the Fourier Descriptors (FD). Several sets of these coefficients are tested with a Mahalanobis classifier. A set of coefficients are proposed that give us succesful results for each feature descriptor and there are compared to choose the most reliable.	es_ES
dc.format.mimetype	application/pdf	en
dc.identifier.other	0000577344	es_ES
dc.identifier.uri	https://academica-e.unavarra.es/handle/2454/2463
dc.language.iso	eng	en
dc.rights.accessRights	info:eu-repo/semantics/openAccess	en
dc.rights.accessRights	Acceso abierto / Sarbide irekia	es
dc.subject	Objetos sumergidos	es_ES
dc.subject	Sonar	es_ES
dc.subject	Momentos de Zernike	es_ES
dc.subject	Momentos de pseudo Zernike	es_ES
dc.subject	Descriptores de Fourier	es_ES
dc.title	Classification of underwater objects based on Zernike and pseudo Zernike moments and Fourier descriptors	en
dc.type	info:eu-repo/semantics/masterThesis	en
dc.type	Proyecto Fin de Carrera / Ikasketen Amaierako Proiektua	es
dspace.entity.type	Publication