{"id":59,"date":"2024-03-11T09:38:58","date_gmt":"2024-03-11T08:38:58","guid":{"rendered":"https:\/\/alture.io\/?p=59"},"modified":"2025-05-28T16:18:51","modified_gmt":"2025-05-28T14:18:51","slug":"gaussian-splatter","status":"publish","type":"post","link":"https:\/\/alture.io\/cs\/gaussian-splatter\/","title":{"rendered":"Gaussian Splatter"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"59\" class=\"elementor elementor-59\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14f5347 e-flex e-con-boxed e-con e-parent\" data-id=\"14f5347\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9f37065 e-flex e-con-boxed e-con e-child\" data-id=\"9f37065\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0054711 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"0054711\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/alture.io\/cs\/category\/development\/\" rel=\"tag\">V\u00fdvoj<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3439ef elementor-widget elementor-widget-heading\" data-id=\"e3439ef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gaussian Splatter<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d12bda6 elementor-widget elementor-widget-text-editor\" data-id=\"d12bda6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gaussian splatting je v\u00fdkonn\u00e1 technika vyu\u017e\u00edvan\u00e1 v po\u010d\u00edta\u010dov\u00e9 grafice a datov\u00e9 vizualizaci pro reprezentaci a vykreslov\u00e1n\u00ed slo\u017eit\u00fdch tvar\u016f a objem\u016f. Pomoc\u00ed Gaussianov\u00fdch distribuc\u00ed tato metoda elegantn\u011b \u0159e\u0161\u00ed vykreslov\u00e1n\u00ed m\u011bkk\u00fdch a realistick\u00fdch objekt\u016f, pr\u00e1ci s p\u0159ekryvy a spr\u00e1vu r\u016fzn\u00fdch \u00farovn\u00ed detailu. Tento \u010dl\u00e1nek se v\u011bnuje z\u00e1klad\u016fm Gaussian splattingu, jeho vyu\u017eit\u00ed a zp\u016fsobu implementace.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de00040 e-flex e-con-boxed e-con e-parent\" data-id=\"de00040\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4e86f3 elementor-widget elementor-widget-heading\" data-id=\"d4e86f3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Co je Gaussian Splatting?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-363d727 elementor-widget elementor-widget-text-editor\" data-id=\"363d727\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gaussian splatting zahrnuje reprezentaci objekt\u016f pomoc\u00ed Gaussianov\u00fdch funkc\u00ed \u2013 matematick\u00fdch funkc\u00ed popisuj\u00edc\u00edch norm\u00e1ln\u00ed rozd\u011blen\u00ed. Ka\u017ed\u00fd bod objektu je reprezentov\u00e1n tzv. \u201eblobem\u201c nebo \u201esplatem\u201c, kter\u00fd m\u00e1 ur\u010ditou velikost, tvar a intenzitu. Tyto splaty se n\u00e1sledn\u011b kombinuj\u00ed pro vytvo\u0159en\u00ed hladk\u00e9 a souvisl\u00e9 reprezentace objektu.<\/p><p><strong>Kl\u00ed\u010dov\u00e9 pojmy:<\/strong><\/p><ul><li><strong>Gaussianovy funkce<\/strong> Gaussianova funkce je ur\u010dena svou st\u0159edn\u00ed hodnotou (center) a rozptylem (spread), \u010d\u00edm\u017e vytv\u00e1\u0159\u00ed charakteristickou zvonovitou k\u0159ivku vhodnou pro plynul\u00e9 p\u0159echody a jemn\u00e9 okraje.<\/li><li class=\"translation-block\"><strong>Splatting<\/strong> \u2013 v po\u010d\u00edta\u010dov\u00e9 grafice ozna\u010duje techniku projekce 3D bod\u016f na 2D plochu. Gaussian splatting vylep\u0161uje tento proces t\u00edm, \u017ee body jsou definov\u00e1ny Gaussian funkcemi, \u010d\u00edm\u017e vznikaj\u00ed plynulej\u0161\u00ed a realisti\u010dt\u011bj\u0161\u00ed vizualizace.<\/li><\/ul><p>Tato metoda je obzvl\u00e1\u0161\u0165 efektivn\u00ed p\u0159i zobrazov\u00e1n\u00ed m\u011bkk\u00fdch objekt\u016f, jako jsou oblaka, kou\u0159 nebo jin\u00e9 objemov\u00e9 jevy, kde tradi\u010dn\u00ed polygon\u00e1ln\u00ed modely \u010dasto selh\u00e1vaj\u00ed p\u0159i zachov\u00e1n\u00ed jemn\u00fdch detail\u016f a p\u0159echod\u016f.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c889bc e-flex e-con-boxed e-con e-parent\" data-id=\"0c889bc\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e75e4c6 elementor-widget elementor-widget-heading\" data-id=\"e75e4c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Vyu\u017eit\u00ed Gaussian Splattingu\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7f3949 elementor-widget elementor-widget-text-editor\" data-id=\"a7f3949\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gaussian splatting m\u00e1 \u0161irok\u00e9 vyu\u017eit\u00ed nap\u0159\u00ed\u010d mnoha obory \u2013 od po\u010d\u00edta\u010dov\u00e9 grafiky a\u017e po v\u011bdeckou vizualizaci. Mezi nej\u010dast\u011bj\u0161\u00ed p\u0159\u00edklady pat\u0159\u00ed:<\/p><p><strong>1. Volumetric Rendering:<\/strong> V objemov\u00e9m renderov\u00e1n\u00ed se pou\u017e\u00edv\u00e1 pro reprezentaci objemov\u00fdch dat, nap\u0159. l\u00e9ka\u0159sk\u00fdch sn\u00edmk\u016f (CT, MRI) nebo simulace kapalin. V\u00fdsledn\u00e9 vizualizace maj\u00ed realistick\u00e9 st\u00ednov\u00e1n\u00ed a hladk\u00e9 p\u0159echody.<\/p><p><strong>2. Point Cloud Rendering:<\/strong> U dat z 3D skener\u016f \u010di LIDARu se pou\u017e\u00edv\u00e1 pro spojen\u00ed mno\u017estv\u00ed bod\u016f reprezentuj\u00edc\u00edch povrch objektu do plynul\u00e9 a detailn\u00ed vizualizace.<\/p><p><strong>3. Animation and Special Effects:<\/strong> V z\u00e1bavn\u00edm pr\u016fmyslu se Gaussian splatting pou\u017e\u00edv\u00e1 k tvorb\u011b efekt\u016f jako kou\u0159, ohe\u0148 nebo exploze. M\u011bkk\u00e9 p\u0159echody a jemn\u00e9 detaily d\u011blaj\u00ed tyto efekty realisti\u010dt\u011bj\u0161\u00ed a vizu\u00e1ln\u011b p\u0159ita\u017eliv\u011bj\u0161\u00ed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00ab34d e-flex e-con-boxed e-con e-parent\" data-id=\"00ab34d\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6969465 elementor-widget elementor-widget-heading\" data-id=\"6969465\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Jak implementovat Gaussian Splatting<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-927055f elementor-widget elementor-widget-text-editor\" data-id=\"927055f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Implementace t\u00e9to techniky zahrnuje n\u011bkolik krok\u016f \u2013 od definice Gaussian funkc\u00ed a\u017e po samotn\u00e9 renderov\u00e1n\u00ed. P\u0159ehled:<\/p><p><strong>Definov\u00e1n\u00ed Gaussian\u016f<\/strong> Ka\u017ed\u00fd bod je reprezentov\u00e1n Gaussian funkc\u00ed, kter\u00e1 m\u00e1 pozici (position) a rozptyl (spread). Intenzita a tvar Gaussianu ovliv\u0148uj\u00ed, jak objekt vizu\u00e1ln\u011b p\u016fsob\u00ed.<\/p><p><strong>2. Splatting Process:<\/strong> Body jsou prom\u00edt\u00e1ny na 2D plochu (nap\u0159. obrazovku). Pro ka\u017ed\u00fd pixel se spo\u010d\u00edt\u00e1 p\u0159\u00edsp\u011bvek jednotliv\u00fdch Gaussian\u016f a v\u00fdsledn\u00fd obraz je kombinac\u00ed v\u00edce t\u011bchto funkc\u00ed.<\/p><p><strong>3. Rendering:<\/strong> Nakonec se v\u0161echny Gaussians zkombinuj\u00ed pro v\u00fdsledn\u00e9 vykreslen\u00ed sc\u00e9ny. Vyu\u017e\u00edv\u00e1 se st\u00ednov\u00e1n\u00ed a m\u00edch\u00e1n\u00ed pro dosa\u017een\u00ed plynul\u00fdch p\u0159echod\u016f. Pokro\u010dil\u00e9 techniky, jako ray tracing, mohou kvalitu obrazu d\u00e1le zlep\u0161it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43538f2 e-flex e-con-boxed e-con e-parent\" data-id=\"43538f2\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-22b146b elementor-widget elementor-widget-heading\" data-id=\"22b146b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Z\u00e1v\u011br<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-175d46e elementor-widget elementor-widget-text-editor\" data-id=\"175d46e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tGaussian splatting je flexibiln\u00ed a v\u00fdkonn\u00e1 metoda v oblasti po\u010d\u00edta\u010dov\u00e9 grafiky a vizualizace dat. Umo\u017e\u0148uje hladk\u00e9 a realistick\u00e9 zobrazen\u00ed objekt\u016f i objemov\u00fdch jev\u016f. D\u00edky sv\u00e9mu \u0161irok\u00e9mu vyu\u017eit\u00ed \u2013 od v\u011bdeck\u00e9 vizualizace a\u017e po speci\u00e1ln\u00ed efekty ve filmech \u2013 otev\u00edr\u00e1 nov\u00e9 mo\u017enosti pro tvorbu vizu\u00e1ln\u011b p\u016fsobiv\u00fdch sc\u00e9n a animac\u00ed.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f714ab9 e-flex e-con-boxed e-con e-parent\" data-id=\"f714ab9\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e346b8 elementor-widget__width-initial elementor-widget elementor-widget-testimonial\" data-id=\"1e346b8\" data-element_type=\"widget\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-content\">Zaujala v\u00e1s tato technologie? R\u00e1di v\u00e1m uk\u00e1\u017eeme, jak Gaussian Splatting zapojujeme do re\u00e1ln\u00fdch projekt\u016f. \n Napi\u0161te n\u00e1m.<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-testimonial-meta elementor-has-image elementor-testimonial-image-position-aside\">\n\t\t\t\t<div class=\"elementor-testimonial-meta-inner\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-image\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/alture.io\/wp-content\/uploads\/2024\/07\/owklein-e1722408785942-96x96.jpg\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-details\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-name\">Ond\u0159ej Wolf<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-job\">11. b\u0159ezna 2024<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-937116f elementor-widget__width-inherit elementor-widget elementor-widget-template\" data-id=\"937116f\" data-element_type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"2388\" class=\"elementor elementor-2388\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-ea23b66 e-flex e-con-boxed e-con e-parent\" data-id=\"ea23b66\" data-element_type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1625707 e-con-full e-flex e-con e-child\" data-id=\"1625707\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee9ff07 elementor-widget elementor-widget-heading\" data-id=\"ee9ff07\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Chcete \u010d\u00edst d\u00e1le?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-290c61a elementor-widget elementor-widget-post-navigation\" data-id=\"290c61a\" data-element_type=\"widget\" data-widget_type=\"post-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation\">\n\t\t\t<div class=\"elementor-post-navigation__prev elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/alture.io\/cs\/figma-vs-adobe-xd\/\" rel=\"prev\"><span class=\"post-navigation__arrow-wrapper post-navigation__arrow-prev\"><i class=\"fa fa-chevron-left\" aria-hidden=\"true\"><\/i><span class=\"elementor-screen-only\">Prev<\/span><\/span><span class=\"elementor-post-navigation__link__prev\"><span class=\"post-navigation__prev--label\">P\u0159edchoz\u00ed<\/span><span class=\"post-navigation__prev--title\">Figma vs. Adobe XD<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-post-navigation__next elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/alture.io\/cs\/your-brand-identity\/\" rel=\"next\"><span class=\"elementor-post-navigation__link__next\"><span class=\"post-navigation__next--label\">Dal\u0161\u00ed<\/span><span class=\"post-navigation__next--title\">Identita zna\u010dky<\/span><\/span><span class=\"post-navigation__arrow-wrapper post-navigation__arrow-next\"><i class=\"fa fa-chevron-right\" aria-hidden=\"true\"><\/i><span class=\"elementor-screen-only\">Dal\u0161\u00ed<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Gaussian splatting is a powerful technique used in computer graphics and data visualization to represent and render complex shapes and volumes. By using Gaussian distributions, this method offers an elegant solution for rendering soft and realistic objects, handling occlusions, and managing varying levels of detail efficiently. This article explores the fundamentals of Gaussian splatting, its [&hellip;]<\/p>","protected":false},"author":6,"featured_media":4432,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7],"tags":[],"class_list":["post-59","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-development"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Gaussian Splatter - Alture<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/alture.io\/cs\/gaussian-splatter\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gaussian Splatter - Alture\" \/>\n<meta property=\"og:description\" content=\"Gaussian splatting is a powerful technique used in computer graphics and data visualization to represent and render complex shapes and volumes. By using Gaussian distributions, this method offers an elegant solution for rendering soft and realistic objects, handling occlusions, and managing varying levels of detail efficiently. 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