{"id":64674,"date":"2018-03-09T22:52:44","date_gmt":"2018-03-09T22:52:44","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/soft-computing-and-non-parametric-techniques-for-effective-video-surveillance-systems\/"},"modified":"2018-03-09T22:52:44","modified_gmt":"2018-03-09T22:52:44","slug":"soft-computing-and-non-parametric-techniques-for-effective-video-surveillance-systems","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/inteligencia-artificial\/soft-computing-and-non-parametric-techniques-for-effective-video-surveillance-systems\/","title":{"rendered":"Soft computing and non-parametric techniques for effective video surveillance systems"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Oscar Perez Concha <\/strong><\/h2>\n<p>Esta tesis propone varios objetivos interconectados para el dise\u00f1o de un sistema de v\u00eddeo-vigilancia cuyo funcionamiento es pensado para un amplio rango de condiciones.  primeramente se propone una m\u00e9trica de evaluaci\u00f3n del detector y sistema de seguimiento basada en una m\u00ednima referencia. Dicha t\u00e9cnica es una respuesta a la demanda de ajuste de forma r\u00e1pida y f\u00e1cil del sistema adecu\u00e1ndose a distintos entornos.   tambi\u00e9n se propone una t\u00e9cnica de optimizaci\u00f3n basada en estrategias evolutivas y la combinaci\u00f3n de funciones de fitness en varios pasos. El objetivo es obtener los par\u00e1metros de ajuste del detector y el sistema de seguimiento adecuados para el mejor funcionamiento en una amplia gama de situaciones posibles  finalmente, se propone la construcci\u00f3n de un clasificador basado en t\u00e9cnicas no param\u00e9tricas que pudieran modelar la distribuci\u00f3n de datos de entrada independientemente de la fuente de generaci\u00f3n de dichos datos. se escogen actividades detectables a corto plazo que siguen un patr\u00f3n de tiempo que puede ser f\u00e1cilmente modelado mediante hmms. La propuesta consiste en una modificaci\u00f3n del algoritmo de baum-welch con el fin de modelar las probabilidades de emisi\u00f3n del hmm mediante una t\u00e9cnica no param\u00e9trica basada en estimaci\u00f3n de densidad con kernels (kde)<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Soft computing and non-parametric techniques for effective video surveillance systems<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Soft computing and non-parametric techniques for effective video surveillance systems <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Oscar Perez Concha <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Carlos III de Madrid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 23\/05\/2008<\/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>Jes\u00fas Garcia Herrero<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: pedro Isasi vi\u00f1uela <\/li>\n<li>Jos\u00e9 ram\u00f3n Casar corredera (vocal)<\/li>\n<li>Carlos Alberola lopez (vocal)<\/li>\n<li>Luis Miguel Parreira correira (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Oscar Perez Concha Esta tesis propone varios objetivos interconectados para el dise\u00f1o de un sistema de v\u00eddeo-vigilancia [&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 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