{"id":116641,"date":"2018-03-11T10:45:52","date_gmt":"2018-03-11T10:45:52","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/lattice-computing-and-hyperspectral-image-processing-for-human-detection-and-identification\/"},"modified":"2018-03-11T10:45:52","modified_gmt":"2018-03-11T10:45:52","slug":"lattice-computing-and-hyperspectral-image-processing-for-human-detection-and-identification","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/inteligencia-artificial\/lattice-computing-and-hyperspectral-image-processing-for-human-detection-and-identification\/","title":{"rendered":"Lattice computing and hyperspectral image processing for human detection and identification"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Ion Marques Bailon <\/strong><\/h2>\n<p>Tesiak aplikazio eremu nagusi bat du, indentifikazio biometrikoarekin zerikusi zuzenaduena, bi pausetan berieztuta: aurpegiaren kokapena eta honen klasifikazioa erauzitakoezaugarriekin. Kokapenari dagokionez, azala aurkitzean jarri degu arreta, irudi teknikaberriak erabiliz: irudi hiperespektrala, pixel bakoitzaren espektro balio anitz eskeintzendiguna. Beraz, imensionalitate handiko datuak maneiatu ditugu. Azalaren kokapenazehazteari klasifikazio arazo moduan aurre eman dugu. Active learning (ikasketaaktiboa) estrategia proposatu degu. Soluzio sendo eta interaktiboa da, zehastasunhandia eskaintzen duena gauzatze denbora laburran. Bestalde, erronka hau spectralunmixing bezela ere ikertu dugo, non endmember indukzio algoritmoek azalrenendmember errepresenatatiboak aurkitu eta irudietan hauen ugaritasuna kalkulatzenduten. Bereziki interesgarria da tesis onen kontribuzioa lattice metodoen eta sparsetekniken aplikazioan endmember-ak induzitzeko. Lattice teknika hauek emaitzaantzekoak edo hobeak erakutsi dituzte beste algoritmo lehiakorren aldean. Aurpegianidentifikatze arloan, ekarpen nagusiak dira ezaugarriak erausteko metodo berriak,lattice computing teknikak erabiliaz, eta hauen hibridazioa metodo linearrekin. Eraberean, extreme learning machine-kin konbinatu da. Hauek sare neuronal artifizialakikasteko sistema berriak dira. Emaitza experimentalak erreferentzia diren datu baseakerabiliaz baieztatu dira eta puntako algoritmoen emaitzekin lehiatzen dute.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Lattice computing and hyperspectral image processing for human detection and identification<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Lattice computing and hyperspectral image processing for human detection and identification <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Ion Marques Bailon <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Pa\u00eds vasco\/euskal herriko unibertsitatea<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 14\/11\/2014<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Manuel Gra\u00f1a Romay<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: jose Miguel alonso <\/li>\n<li>george Caridakis &#8212; (vocal)<\/li>\n<li>richard Jos\u00e9 Duro fernandez (vocal)<\/li>\n<li>Emilio Santiago Corchado rodriguez (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Ion Marques Bailon Tesiak aplikazio eremu nagusi bat du, indentifikazio biometrikoarekin zerikusi zuzenaduena, bi pausetan berieztuta: aurpegiaren [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[2528,12909],"tags":[48848,230177,230176,97694,39900,65452],"class_list":["post-116641","post","type-post","status-publish","format-standard","hentry","category-inteligencia-artificial","category-pais-vasco-euskal-herriko-unibertsitatea","tag-emilio-santiago-corchado-rodriguez","tag-george-caridakis","tag-ion-marques-bailon","tag-jose-miguel-alonso","tag-manuel-grana-romay","tag-richard-jose-duro-fernandez"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/116641","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=116641"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/116641\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=116641"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=116641"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=116641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}