{"id":39175,"date":"2024-06-18T09:51:18","date_gmt":"2024-06-18T13:51:18","guid":{"rendered":"https:\/\/geo-plus.com\/?p=39175"},"modified":"2024-06-21T12:17:18","modified_gmt":"2024-06-21T16:17:18","slug":"understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud","status":"publish","type":"post","link":"https:\/\/geo-plus.com\/tr\/bulut-uzerinde-gerceklestirilebilecek-surec-turlerini-anlamak\/","title":{"rendered":"Nokta Bulutu \u00dczerinde Ger\u00e7ekle\u015ftirilebilecek \u0130\u015flem T\u00fcrlerini Anlama"},"content":{"rendered":"
\"\"<\/figure>\n\n\n\n
\n
\n

Nokta Bulutu \u00dczerinde Ger\u00e7ekle\u015ftirilebilecek \u0130\u015flem T\u00fcrlerini Anlama<\/strong>
<\/span><\/div><\/span><\/h1>\n\n\n\n

Nokta bulutlar\u0131, in\u015faat, \u00f6l\u00e7me ve m\u00fchendislik dahil olmak \u00fczere \u00e7e\u015fitli sekt\u00f6rlerde kullan\u0131m i\u00e7in giderek daha pop\u00fcler hale gelmektedir. Nokta bulutu, lazer veya fotogrametrik verilerin yakalanmas\u0131 ve i\u015flenmesiyle olu\u015fturulan bir ortam\u0131n 3B temsilidir. Bir nokta bulutu olu\u015fturulduktan sonra, anlaml\u0131 i\u00e7g\u00f6r\u00fcler elde etmek ve de\u011ferli sonu\u00e7lar \u00fcretmek i\u00e7in veriler \u00fczerinde ger\u00e7ekle\u015ftirilebilecek \u00e7e\u015fitli i\u015flemler vard\u0131r. Bu blog yaz\u0131s\u0131nda, bir nokta bulutuna uygulanabilecek farkl\u0131 i\u015flem t\u00fcrlerini inceleyece\u011fiz.<\/p>\n\n\n\n

Filtreleme ve Temizleme<\/strong><\/p>\n\n\n\n

Ba\u015fka herhangi bir i\u015flem ger\u00e7ekle\u015ftirilmeden \u00f6nce nokta bulutu verilerinin g\u00fcr\u00fclt\u00fc, hata ve di\u011fer istenmeyen verilerden ar\u0131nd\u0131r\u0131lmas\u0131 i\u00e7in temizlenmesi ve filtrelenmesi gerekir. Bu, sonraki i\u015flemlerin do\u011fru ve g\u00fcvenilir olmas\u0131n\u0131 sa\u011flamak i\u00e7in \u00f6nemlidir. Filtreler ayk\u0131r\u0131 de\u011ferleri kald\u0131rmak, y\u00fczeyleri d\u00fczle\u015ftirmek ve g\u00fcr\u00fclt\u00fcy\u00fc gidermek i\u00e7in kullan\u0131labilir.<\/p>\n\n\n\n

Kay\u0131t ve Hizalama<\/strong><\/p>\n\n\n\n

Nokta bulutlar\u0131 \u00e7e\u015fitli kaynaklardan olu\u015fturulabilir ve veriler farkl\u0131 zamanlarda ve farkl\u0131 konumlardan yakalanabilir. T\u00fcm ortam\u0131n birle\u015fik bir nokta bulutunu olu\u015fturmak i\u00e7in birden fazla nokta bulutunun hizalanmas\u0131 ve birbirine kaydedilmesi gerekir. Bu i\u015flem, farkl\u0131 nokta bulutlar\u0131 aras\u0131ndaki ortak noktalar\u0131n belirlenmesini ve bunlar\u0131n ortak bir koordinat sistemine hizalanmas\u0131n\u0131 i\u00e7erir.<\/p>\n\n\n\n

Segmentasyon<\/strong><\/p>\n\n\n\n

Segmentasyon, bir nokta bulutunu anlaml\u0131 bile\u015fenlere veya nesnelere b\u00f6lme i\u015flemidir. Bu i\u015flem geometrik \u00f6zellik \u00e7\u0131karma, renk tabanl\u0131 segmentasyon ve k\u00fcmeleme algoritmalar\u0131 gibi \u00e7e\u015fitli teknikler kullan\u0131larak yap\u0131labilir. Segmentasyonun amac\u0131, daha sonra analiz edilebilecek olan \u00e7evrenin tek tek nesnelerini veya b\u00f6lgelerini tan\u0131mlamakt\u0131r.<\/p>\n\n\n\n

\u00d6zellik \u00c7\u0131karma<\/strong><\/p>\n\n\n\n

\u00d6zellik \u00e7\u0131karma, nokta bulutu verilerinden anlaml\u0131 \u00f6zelliklerin tan\u0131mlanmas\u0131n\u0131 ve \u00e7\u0131kar\u0131lmas\u0131n\u0131 i\u00e7erir. Bu, kenarlar\u0131n, k\u00f6\u015felerin ve sonraki analizler i\u00e7in \u00f6nemli olan di\u011fer \u00f6zelliklerin tan\u0131mlanmas\u0131n\u0131 i\u00e7erebilir. \u00d6zellik \u00e7\u0131karma genellikle, ilgilenilen belirli nesnelerin tan\u0131mlanmas\u0131 ve ortamda konumland\u0131r\u0131lmas\u0131 gereken nesne tan\u0131ma i\u015flemlerinde kullan\u0131l\u0131r.<\/p>\n\n\n\n

3D Modelleme<\/strong><\/p>\n\n\n\n

Nokta bulutu filtrelendikten, hizaland\u0131ktan, segmentlere ayr\u0131ld\u0131ktan ve \u00f6zellikler \u00e7\u0131kar\u0131ld\u0131ktan sonra, ortam\u0131n 3B modellerini olu\u015fturmak i\u00e7in kullan\u0131labilir. Bu modeller sanal ger\u00e7eklik sim\u00fclasyonlar\u0131, bina bilgi modellemesi ve art\u0131r\u0131lm\u0131\u015f ger\u00e7eklik deneyimleri de dahil olmak \u00fczere \u00e7ok \u00e7e\u015fitli uygulamalar i\u00e7in kullan\u0131labilir.<\/p>\n\n\n\n

Analiz ve \u00d6l\u00e7\u00fcm<\/strong><\/p>\n\n\n\n

Son olarak, i\u015flenen nokta bulutu \u00e7e\u015fitli analizler ve \u00f6l\u00e7\u00fcmler ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131labilir. Bunlar aras\u0131nda mesafelerin, alanlar\u0131n ve hacimlerin \u00f6l\u00e7\u00fclmesinin yan\u0131 s\u0131ra y\u00fczey e\u011frili\u011finin analiz edilmesi ve kusurlar\u0131n veya d\u00fczensizliklerin belirlenmesi de yer al\u0131r. Bu analizler kalite kontrol, yap\u0131sal analiz ve \u00e7evresel izleme gibi \u00e7e\u015fitli uygulamalar i\u00e7in kullan\u0131labilir.<\/p>\n\n\n\n

\u00d6zetle, nokta bulutlar\u0131 \u00e7e\u015fitli uygulamalar i\u00e7in kullan\u0131labilecek zengin bir veri kayna\u011f\u0131d\u0131r. Filtreleme ve temizlemeden 3D modelleme ve analize kadar, de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmek ve de\u011ferli sonu\u00e7lar \u00fcretmek i\u00e7in nokta bulutu verileri \u00fczerinde ger\u00e7ekle\u015ftirilebilecek bir dizi i\u015flem vard\u0131r. Ger\u00e7ekle\u015ftirilebilecek i\u015flem t\u00fcrlerini anlayarak, \u00e7al\u0131\u015fmalar\u0131n\u0131zda nokta bulutu verilerinin t\u00fcm potansiyelini ortaya \u00e7\u0131karabilirsiniz.<\/p>\n\n\n\n

VisionLidar<\/a> Yapay zekaya dayal\u0131 derin \u00f6\u011frenme s\u0131n\u0131fland\u0131rmas\u0131 ve nesne alg\u0131lama gibi geli\u015fmi\u015f \u00f6zellikler de dahil olmak \u00fczere nokta bulutu verilerini \u00f6nceden i\u015flemek, s\u0131n\u0131fland\u0131rmak, g\u00f6rselle\u015ftirmek ve analiz etmek i\u00e7in kapsaml\u0131 bir ara\u00e7 paketi sunar. Bu yetenekler verimli veri entegrasyonu, \u00f6l\u00e7\u00fcm ve \u00f6zel analizler yap\u0131lmas\u0131na olanak tan\u0131yarak onu kentsel planlama, in\u015faat ve \u00e7evresel izleme uygulamalar\u0131 i\u00e7in paha bi\u00e7ilmez bir kaynak haline getirir.<\/p>\n\n\n\n

Projeniz hakk\u0131nda bilgi almak isteriz! Sadece ileti\u015fime ge\u00e7in<\/a>.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"

LiDAR (Light Detection and Ranging), jeo-uzamsal verileri toplama ve analiz etme \u015feklimizi tamamen de\u011fi\u015ftiren olduk\u00e7a \u015fa\u015f\u0131rt\u0131c\u0131 bir uzaktan alg\u0131lama teknolojisidir. LiDAR sens\u00f6rleri, do\u011fru dijital arazi modelleri olu\u015fturmak, bitki \u00f6rt\u00fcs\u00fc analizi yapmak ve daha fazlas\u0131 i\u00e7in kullan\u0131labilen y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fckl\u00fc, \u00fc\u00e7 boyutlu nokta bulutu verileri \u00fcretebilir.<\/p>","protected":false},"author":228097081,"featured_media":37955,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false},"version":2}},"categories":[26,28],"tags":[],"class_list":["post-39175","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-lidar"],"jetpack_publicize_connections":[],"yoast_head":"\nUnderstanding the Types of Processes That Can Be Performed on a Point Cloud - Geo-Plus<\/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:\/\/geo-plus.com\/tr\/bulut-uzerinde-gerceklestirilebilecek-surec-turlerini-anlamak\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding the Types of Processes That Can Be Performed on a Point Cloud\" \/>\n<meta property=\"og:description\" content=\"LiDAR (Light Detection and Ranging) is a pretty amazing remote sensing technology that's totally changed the way we collect and analyze geospatial data. LiDAR sensors can generate high-resolution, three-dimensional point cloud data that can be used to create accurate digital terrain models, perform vegetation analysis, and more.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geo-plus.com\/tr\/bulut-uzerinde-gerceklestirilebilecek-surec-turlerini-anlamak\/\" \/>\n<meta property=\"og:site_name\" content=\"Geo-Plus\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geoplussoft\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-18T13:51:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-21T16:17:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"3109\" \/>\n\t<meta property=\"og:image:height\" content=\"1853\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"geopluswebsite\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geoplussoft\" \/>\n<meta name=\"twitter:site\" content=\"@geoplussoft\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"geopluswebsite\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/\"},\"author\":{\"name\":\"geopluswebsite\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d\"},\"headline\":\"Understanding the Types of Processes That Can Be Performed on a Point Cloud\",\"datePublished\":\"2024-06-18T13:51:18+00:00\",\"dateModified\":\"2024-06-21T16:17:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/\"},\"wordCount\":567,\"publisher\":{\"@id\":\"https:\/\/geo-plus.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg\",\"articleSection\":[\"Blog\",\"LiDAR\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/\",\"url\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/\",\"name\":\"Understanding the Types of Processes That Can Be Performed on a Point Cloud - Geo-Plus\",\"isPartOf\":{\"@id\":\"https:\/\/geo-plus.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg\",\"datePublished\":\"2024-06-18T13:51:18+00:00\",\"dateModified\":\"2024-06-21T16:17:18+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage\",\"url\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg\",\"contentUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg\",\"width\":3109,\"height\":1853},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/geo-plus.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Understanding the Types of Processes That Can Be Performed on a Point Cloud\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/geo-plus.com\/#website\",\"url\":\"https:\/\/geo-plus.com\/\",\"name\":\"Geo-Plus\",\"description\":\"Geo-Plus | LiDAR, Land Surveying and Civil Engineering Software Solutions\",\"publisher\":{\"@id\":\"https:\/\/geo-plus.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/geo-plus.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/geo-plus.com\/#organization\",\"name\":\"Geo-Plus\",\"alternateName\":\"Geo-Plus\",\"url\":\"https:\/\/geo-plus.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg\",\"contentUrl\":\"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg\",\"caption\":\"Geo-Plus\"},\"image\":{\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/geoplussoft\",\"https:\/\/x.com\/geoplussoft\",\"https:\/\/www.tiktok.com\/@geoplussoft\",\"https:\/\/www.instagram.com\/geoplussoft\",\"https:\/\/www.linkedin.com\/company\/geoplussoft\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d\",\"name\":\"geopluswebsite\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/geo-plus.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g\",\"caption\":\"geopluswebsite\"},\"description\":\"Providing Software for Architecture, Engineering, Land and Construction Professionals since 1987.\",\"sameAs\":[\"http:\/\/geopluscom.wordpress.com\"],\"url\":\"https:\/\/geo-plus.com\/tr\/author\/geopluswebsite\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Understanding the Types of Processes That Can Be Performed on a Point Cloud - Geo-Plus","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geo-plus.com\/tr\/bulut-uzerinde-gerceklestirilebilecek-surec-turlerini-anlamak\/","og_locale":"tr_TR","og_type":"article","og_title":"Understanding the Types of Processes That Can Be Performed on a Point Cloud","og_description":"LiDAR (Light Detection and Ranging) is a pretty amazing remote sensing technology that's totally changed the way we collect and analyze geospatial data. LiDAR sensors can generate high-resolution, three-dimensional point cloud data that can be used to create accurate digital terrain models, perform vegetation analysis, and more.","og_url":"https:\/\/geo-plus.com\/tr\/bulut-uzerinde-gerceklestirilebilecek-surec-turlerini-anlamak\/","og_site_name":"Geo-Plus","article_publisher":"https:\/\/www.facebook.com\/geoplussoft","article_published_time":"2024-06-18T13:51:18+00:00","article_modified_time":"2024-06-21T16:17:18+00:00","og_image":[{"width":3109,"height":1853,"url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","type":"image\/jpeg"}],"author":"geopluswebsite","twitter_card":"summary_large_image","twitter_creator":"@geoplussoft","twitter_site":"@geoplussoft","twitter_misc":{"Yazan:":"geopluswebsite","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#article","isPartOf":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/"},"author":{"name":"geopluswebsite","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d"},"headline":"Understanding the Types of Processes That Can Be Performed on a Point Cloud","datePublished":"2024-06-18T13:51:18+00:00","dateModified":"2024-06-21T16:17:18+00:00","mainEntityOfPage":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/"},"wordCount":567,"publisher":{"@id":"https:\/\/geo-plus.com\/#organization"},"image":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","articleSection":["Blog","LiDAR"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/","url":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/","name":"Understanding the Types of Processes That Can Be Performed on a Point Cloud - Geo-Plus","isPartOf":{"@id":"https:\/\/geo-plus.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage"},"image":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage"},"thumbnailUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","datePublished":"2024-06-18T13:51:18+00:00","dateModified":"2024-06-21T16:17:18+00:00","breadcrumb":{"@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#primaryimage","url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","contentUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","width":3109,"height":1853},{"@type":"BreadcrumbList","@id":"https:\/\/geo-plus.com\/understanding-the-types-of-processes-that-can-be-performed-on-a-point-cloud\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geo-plus.com\/"},{"@type":"ListItem","position":2,"name":"Understanding the Types of Processes That Can Be Performed on a Point Cloud"}]},{"@type":"WebSite","@id":"https:\/\/geo-plus.com\/#website","url":"https:\/\/geo-plus.com\/","name":"Geo-Plus","description":"Geo-Plus | LiDAR, Land Surveying and Civil Engineering Software Solutions","publisher":{"@id":"https:\/\/geo-plus.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geo-plus.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/geo-plus.com\/#organization","name":"Geo-Plus","alternateName":"Geo-Plus","url":"https:\/\/geo-plus.com\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/","url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg","contentUrl":"https:\/\/geo-plus.com\/wp-content\/uploads\/2023\/03\/Geo-Plus-SVG-Logo.svg","caption":"Geo-Plus"},"image":{"@id":"https:\/\/geo-plus.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geoplussoft","https:\/\/x.com\/geoplussoft","https:\/\/www.tiktok.com\/@geoplussoft","https:\/\/www.instagram.com\/geoplussoft","https:\/\/www.linkedin.com\/company\/geoplussoft"]},{"@type":"Person","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/1732fa965a4a6f57a7c0a6ae5bc94e5d","name":"geopluswebsite","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/geo-plus.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9276cd4ee395f21d178217b9eb68e599?s=96&d=mm&r=g","caption":"geopluswebsite"},"description":"Providing Software for Architecture, Engineering, Land and Construction Professionals since 1987.","sameAs":["http:\/\/geopluscom.wordpress.com"],"url":"https:\/\/geo-plus.com\/tr\/author\/geopluswebsite\/"}]}},"jetpack_featured_media_url":"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/02\/unnamed-13-a.jpg","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pemK1o-abR","jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/posts\/39175","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/users\/228097081"}],"replies":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/comments?post=39175"}],"version-history":[{"count":3,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/posts\/39175\/revisions"}],"predecessor-version":[{"id":39205,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/posts\/39175\/revisions\/39205"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/media\/37955"}],"wp:attachment":[{"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/media?parent=39175"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/categories?post=39175"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geo-plus.com\/tr\/wp-json\/wp\/v2\/tags?post=39175"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}