{"id":10727,"date":"2021-09-16T09:00:35","date_gmt":"2021-09-16T01:00:35","guid":{"rendered":"https:\/\/dev-asia-sensing.konicaminolta.com\/?p=10727"},"modified":"2025-01-09T16:06:24","modified_gmt":"2025-01-09T08:06:24","slug":"guide-to-hyperspectral-imaging-measurement","status":"publish","type":"post","link":"https:\/\/sensing.konicaminolta.asia\/id\/guide-to-hyperspectral-imaging-measurement\/","title":{"rendered":"Panduan Pengukuran Pencitraan Hiperspektral <br>16\/09\/2021"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_empty_space][vc_column_text css=&#8221;&#8221;]<\/p>\n<h2>Panduan Pengukuran Pencitraan Hiperspektral<\/h2>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;18px&#8221;][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;8px&#8221;][vc_single_image image=&#8221;14407&#8243; img_size=&#8221;full&#8221;][\/vc_column][vc_column width=&#8221;3\/4&#8243;][vc_empty_space height=&#8221;18px&#8221;][vc_column_text css=&#8221;&#8221;]<a href=\"https:\/\/sensing.konicaminolta.asia\/id\/understanding-hyperspectral-imaging-hsi\/\">Pencitraan hiperspektral (HSI)<\/a> adalah teknik non-invasif yang memanfaatkan spektroskopi dan pencitraan digital. Ini membagi spektrum menjadi ratusan ribu pita, jauh lebih luas daripada yang dapat dilihat mata manusia (tiga pita berwarna merah, hijau, dan biru). Sebuah gambar dibuat untuk setiap pita dan diberi kode dengan tingkat skala abu-abu untuk membentuk kubus data hiperspektral untuk pemrosesan dan analisis. Kemampuan spektrum penuh HSI memungkinkan identifikasi dan pemisahan material secara akurat melalui perbedaan sifat fisik, kimia, dan biologisnya.<\/p>\n<p>HSI semakin banyak digunakan di berbagai industri dan aplikasi penelitian. Misalnya, HSI dapat digunakan untuk mempelajari dan memeriksa <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/hyperspectral-imaging-for-meat-quality-assessment\/\">makanan<\/a> dan produk <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/pharmaceutical-quality-inspections-with-hyperspectral-imaging\/\">farmasi<\/a>, <a href=\"https:\/\/www.specim.fi\/industry\/#sorting\" target=\"_blank\" rel=\"noopener\">memilah sampah<\/a> dan <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/hyperspectral-imaging-for-plastic-classification\/\">plastik<\/a> daur ulang , memetakan <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/accurate-measurement-of-chlorophyll-content-with-hyperspectral-imaging\/\">pertumbuhan vegetasi, kesehatan, dan status gizi<\/a>, <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/hyperspectral-imaging-in-medical-applications-skin-cancer-diagnosis\/\">mengklasifikasikan lesi kulit<\/a>, dll. Langkah pertama menuju solusi HSI yang efektif adalah memiliki <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/hyperspectral-imaging\/\">kamera hiperspektral<\/a> dan pengaturan yang tepat. Berikut ini adalah beberapa hal yang perlu dipertimbangkan sebelum menyiapkan solusi HSI.<\/p>\n<p><u>Rentang Panjang Gelombang<\/u><\/p>\n<p>Berbagai material dan senyawa memiliki fitur spektral (ciri khas) dalam panjang gelombang yang berbeda. Pemilihan kamera HSI harus didasarkan pada rentang panjang gelombang yang dapat mencakup dan mengidentifikasi fitur spektral target Anda. Seperti yang diilustrasikan pada gambar 1, mineral kuarsa menunjukkan puncak dan bentuk fitur spektral setelah 8000 nm, oleh karena itu kamera HSI dengan panjang gelombang LWIR (Long-Wave Infrared) akan lebih cocok.[\/vc_column_text][vc_row_inner][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][vc_column_inner width=&#8221;2\/3&#8243;][vc_single_image image=&#8221;14408&#8243; img_size=&#8221;full&#8221; add_caption=&#8221;yes&#8221; alignment=&#8221;center&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][\/vc_column_inner][\/vc_row_inner][vc_column_text css=&#8221;&#8221;]Tonton <a id=\"69dfed17aa201\" rel=\"wp-video-lightbox\" href=\"https:\/\/www.youtube.com\/watch?v=hJXwzkS0IRA&#038;rel=0&#038;width=840&#038;height=680\" title=\"\">video<\/a>    <script>\r\n    \/* <![CDATA[ *\/\r\n    jQuery(document).ready(function($){\r\n        $(function(){\r\n            var width = $(window).innerWidth();\r\n            var setwidth = parseFloat(840);\r\n            var ratio = parseFloat(0.80952380952381);\r\n            var height = parseFloat(680);\r\n            var link = 'https:\/\/www.youtube.com\/watch?v=hJXwzkS0IRA&amp;rel=0&amp;width=840&amp;height=680';\r\n            if(width < setwidth)\r\n            {\r\n                height = Math.floor(width * 0.80952380952381);\r\n                \/\/console.log(\"device width \"+width+\", set width \"+840+\", ratio \"+0.80952380952381+\", new height \"+ height);\r\n                var new_url = wpvl_paramReplace('width', link, width);\r\n                var new_url = wpvl_paramReplace('height', new_url, height);\r\n                $(\"a#69dfed17aa201\").attr('href', new_url);\r\n                \/\/console.log(new_url);\r\n            }\r\n        });\r\n    });\r\n    \/* ]]> *\/\r\n    <\/script>ini untuk mengetahui lebih lanjut tentang cara memilih kamera HSI yang tepat untuk aplikasi Anda.<\/p>\n<p><u>Penerangan<\/u><\/p>\n<p>Cahaya merupakan elemen penting dalam HSI karena mempengaruhi kualitas gambar hiperspektral. Hal pertama yang harus diperhatikan adalah kekuatan iluminasi. Daya penerangan yang diperlukan bergantung pada jarak antara sumber cahaya dan target, geometri sinar penerangan, dan waktu integrasi berdasarkan kecepatan bingkai dan kecepatan garis yang diperlukan. Lihat <a id=\"69dfed17aa26a\" rel=\"wp-video-lightbox\" href=\"https:\/\/www.youtube.com\/watch?v=LnuDVirxDdY&#038;rel=0&#038;width=840&#038;height=680\" title=\"\">video<\/a>    <script>\r\n    \/* <![CDATA[ *\/\r\n    jQuery(document).ready(function($){\r\n        $(function(){\r\n            var width = $(window).innerWidth();\r\n            var setwidth = parseFloat(840);\r\n            var ratio = parseFloat(0.80952380952381);\r\n            var height = parseFloat(680);\r\n            var link = 'https:\/\/www.youtube.com\/watch?v=LnuDVirxDdY&amp;rel=0&amp;width=840&amp;height=680';\r\n            if(width < setwidth)\r\n            {\r\n                height = Math.floor(width * 0.80952380952381);\r\n                \/\/console.log(\"device width \"+width+\", set width \"+840+\", ratio \"+0.80952380952381+\", new height \"+ height);\r\n                var new_url = wpvl_paramReplace('width', link, width);\r\n                var new_url = wpvl_paramReplace('height', new_url, height);\r\n                $(\"a#69dfed17aa26a\").attr('href', new_url);\r\n                \/\/console.log(new_url);\r\n            }\r\n        });\r\n    });\r\n    \/* ]]> *\/\r\n    <\/script>ini untuk memahami lebih lanjut.<\/p>\n<p>Selanjutnya, pencahayaan yang dipilih harus mampu mencakup panjang gelombang kamera HSI yang Anda gunakan. Berikut ini adalah panduan umum untuk membantu Anda dalam pemilihan pencahayaan.<\/p>\n<table>\n<tbody>\n<tr>\n<td style=\"text-align: center;\" width=\"222\"><span style=\"color: #333333;\"><strong>Rentang Panjang Gelombang HSI<\/strong><\/span><\/td>\n<td style=\"text-align: center;\" width=\"222\"><span style=\"color: #333333;\"><strong>Penerangan<\/strong><\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"222\">Bisa dilihat<\/td>\n<td rowspan=\"2\" width=\"222\"><span style=\"color: #333333;\">\u00b7 Halogen <\/span>(bintik atau linier)<\/p>\n<p><span style=\"color: #333333;\">\u00b7 LED<\/span><\/p>\n<p><span style=\"color: #333333;\">\u00b7 Laser superkontinum<\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"222\"><span style=\"color: #333333;\">NIR (Near-Infrared)<\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"222\"><span style=\"color: #333333;\">SWIR (Short-Wave Infrared)<\/span><\/td>\n<td width=\"222\"><span style=\"color: #333333;\">\u00b7 Halogen<\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"222\"><span style=\"color: #333333;\">MWIR (Medium-Wave Infrared) and LWIR Range<\/span><\/td>\n<td width=\"222\"><span style=\"color: #333333;\">\u00b7 Termal<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>[\/vc_column_text][vc_column_text css=&#8221;&#8221;]Penting juga untuk memastikan intensitas dan rentang spektral pencahayaan seragam dengan bayangan minimum atau pantulan spekuler.<\/p>\n<p><u>Kecepatan Gambar dan Waktu Integrasi<\/u><\/p>\n<p>Untuk aplikasi penyortiran industri dan pemeriksaan kualitas, kecepatan gambar dan waktu integrasi merupakan faktor penting untuk dipertimbangkan selain ukuran sampel dan kecepatan konveyor. Kecepatan gambar mengacu pada jumlah pengukuran per detik, sedangkan waktu integrasi mengacu pada waktu yang dibutuhkan kamera HSI untuk menangkap foton. Penting untuk diperhatikan bahwa waktu integrasi dikalikan dengan kecepatan gambar harus kurang dari atau sama dengan 1. Tonton <a id=\"69dfed17aa2a6\" rel=\"wp-video-lightbox\" href=\"https:\/\/www.youtube.com\/watch?v=Fh1RIKRzdaU&#038;rel=0&#038;width=840&#038;height=680\" title=\"\">video<\/a>    <script>\r\n    \/* <![CDATA[ *\/\r\n    jQuery(document).ready(function($){\r\n        $(function(){\r\n            var width = $(window).innerWidth();\r\n            var setwidth = parseFloat(840);\r\n            var ratio = parseFloat(0.80952380952381);\r\n            var height = parseFloat(680);\r\n            var link = 'https:\/\/www.youtube.com\/watch?v=Fh1RIKRzdaU&amp;rel=0&amp;width=840&amp;height=680';\r\n            if(width < setwidth)\r\n            {\r\n                height = Math.floor(width * 0.80952380952381);\r\n                \/\/console.log(\"device width \"+width+\", set width \"+840+\", ratio \"+0.80952380952381+\", new height \"+ height);\r\n                var new_url = wpvl_paramReplace('width', link, width);\r\n                var new_url = wpvl_paramReplace('height', new_url, height);\r\n                $(\"a#69dfed17aa2a6\").attr('href', new_url);\r\n                \/\/console.log(new_url);\r\n            }\r\n        });\r\n    });\r\n    \/* ]]> *\/\r\n    <\/script>ini untuk memahami lebih lanjut tentang cara menentukan kecepatan gambar yang tepat untuk aplikasi Anda.<\/p>\n<p>Selain faktor-faktor yang disebutkan di atas, faktor-faktor lain seperti efisiensi pengumpulan cahaya, dll., juga harus dipertimbangkan. Lihat <a href=\"https:\/\/www.specim.fi\/guide-to-selecting-hyperspectral-instruments\/\" target=\"_blank\" rel=\"noopener\">panduan<\/a> ini untuk mempelajari lebih lanjut.<\/p>\n<p>Ingin tahu lebih banyak tentang HSI atau butuh bantuan mengembangkan dan menerapkan HSI untuk aplikasi Anda? <a href=\"https:\/\/sensing.konicaminolta.asia\/id\/contact-us\/\">Hubungi kami<\/a> untuk konsultasi gratis sekarang.[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_empty_space height=&#8221;88px&#8221;][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_empty_space][vc_column_text css=&#8221;&#8221;] Panduan Pengukuran Pencitraan Hiperspektral [\/vc_column_text][vc_empty_space height=&#8221;18px&#8221;][\/vc_column][\/vc_row][vc_row][vc_column width=&#8221;1\/4&#8243;][vc_empty_space height=&#8221;8px&#8221;][vc_single_image image=&#8221;14407&#8243; img_size=&#8221;full&#8221;][\/vc_column][vc_column width=&#8221;3\/4&#8243;][vc_empty_space height=&#8221;18px&#8221;][vc_column_text css=&#8221;&#8221;]Pencitraan hiperspektral (HSI) adalah teknik non-invasif yang memanfaatkan spektroskopi dan pencitraan digital. Ini membagi spektrum menjadi ratusan ribu pita, jauh lebih luas daripada yang dapat dilihat mata manusia (tiga pita berwarna merah, hijau, dan biru). Sebuah gambar dibuat untuk setiap pita<\/p>\n","protected":false},"author":1,"featured_media":14407,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[146,204],"tags":[203,201,202],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing<\/title>\n<meta name=\"description\" content=\"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sensing.konicaminolta.asia\/id\/guide-to-hyperspectral-imaging-measurement\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:locale:alternate\" content=\"en_US\" \/>\n<meta property=\"og:locale:alternate\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing\" \/>\n<meta property=\"og:description\" content=\"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sensing.konicaminolta.asia\/id\/guide-to-hyperspectral-imaging-measurement\/\" \/>\n<meta property=\"og:site_name\" content=\"Konica Minolta Color, Light, and Display Measuring Instruments\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-16T01:00:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-09T08:06:24+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sensing.konicaminolta.asia\/wp-content\/uploads\/2023\/11\/Guide-To-Hyperspectral-Imaging-Measurement.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"useropwp2\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"useropwp2\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sensing.konicaminolta.asia\/#website\",\"url\":\"https:\/\/sensing.konicaminolta.asia\/\",\"name\":\"Konica Minolta Color, Light, and Display Measuring Instruments\",\"description\":\"Konica Minolta Sensing | Asia Pacific\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sensing.konicaminolta.asia\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id-ID\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/\",\"url\":\"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/\",\"name\":\"Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing\",\"isPartOf\":{\"@id\":\"https:\/\/sensing.konicaminolta.asia\/#website\"},\"datePublished\":\"2021-09-16T01:00:35+00:00\",\"dateModified\":\"2025-01-09T08:06:24+00:00\",\"author\":{\"@id\":\"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/b70134fb90c5c83ffaecdf540aa9e622\"},\"description\":\"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.\",\"breadcrumb\":{\"@id\":\"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/#breadcrumb\"},\"inLanguage\":\"id-ID\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sensing.konicaminolta.asia\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14\u0e14\u0e49\u0e27\u0e22\u0e20\u0e32\u0e1e\u0e44\u0e2e\u0e40\u0e1b\u0e2d\u0e23\u0e4c\u0e2a\u0e40\u0e1b\u0e01\u0e15\u0e23\u0e31\u0e21 16\/09\/2021\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/b70134fb90c5c83ffaecdf540aa9e622\",\"name\":\"useropwp2\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id-ID\",\"@id\":\"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/9070020c74ea802172df35d23560332d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/9070020c74ea802172df35d23560332d?s=96&d=mm&r=g\",\"caption\":\"useropwp2\"},\"url\":\"https:\/\/sensing.konicaminolta.asia\/id\/author\/useropwp2\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing","description":"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.","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:\/\/sensing.konicaminolta.asia\/id\/guide-to-hyperspectral-imaging-measurement\/","og_locale":"id_ID","og_type":"article","og_title":"Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing","og_description":"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.","og_url":"https:\/\/sensing.konicaminolta.asia\/id\/guide-to-hyperspectral-imaging-measurement\/","og_site_name":"Konica Minolta Color, Light, and Display Measuring Instruments","article_published_time":"2021-09-16T01:00:35+00:00","article_modified_time":"2025-01-09T08:06:24+00:00","og_image":[{"width":600,"height":600,"url":"https:\/\/sensing.konicaminolta.asia\/wp-content\/uploads\/2023\/11\/Guide-To-Hyperspectral-Imaging-Measurement.webp","type":"image\/webp"}],"author":"useropwp2","twitter_card":"summary_large_image","twitter_misc":{"Written by":"useropwp2","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/sensing.konicaminolta.asia\/#website","url":"https:\/\/sensing.konicaminolta.asia\/","name":"Konica Minolta Color, Light, and Display Measuring Instruments","description":"Konica Minolta Sensing | Asia Pacific","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sensing.konicaminolta.asia\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"id-ID"},{"@type":"WebPage","@id":"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/","url":"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/","name":"Guide to Hyperspectral Imaging Measurement | Konica Minolta Sensing","isPartOf":{"@id":"https:\/\/sensing.konicaminolta.asia\/#website"},"datePublished":"2021-09-16T01:00:35+00:00","dateModified":"2025-01-09T08:06:24+00:00","author":{"@id":"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/b70134fb90c5c83ffaecdf540aa9e622"},"description":"Learn about the technology and factors like wavelength range, illumination, etc., to consider when setting up an effective hyperspectral imaging solution.","breadcrumb":{"@id":"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/#breadcrumb"},"inLanguage":"id-ID","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/sensing.konicaminolta.asia\/th\/guide-to-hyperspectral-imaging-measurement\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sensing.konicaminolta.asia\/id\/"},{"@type":"ListItem","position":2,"name":"\u0e04\u0e33\u0e41\u0e19\u0e30\u0e19\u0e33\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e31\u0e14\u0e14\u0e49\u0e27\u0e22\u0e20\u0e32\u0e1e\u0e44\u0e2e\u0e40\u0e1b\u0e2d\u0e23\u0e4c\u0e2a\u0e40\u0e1b\u0e01\u0e15\u0e23\u0e31\u0e21 16\/09\/2021"}]},{"@type":"Person","@id":"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/b70134fb90c5c83ffaecdf540aa9e622","name":"useropwp2","image":{"@type":"ImageObject","inLanguage":"id-ID","@id":"https:\/\/sensing.konicaminolta.asia\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/9070020c74ea802172df35d23560332d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9070020c74ea802172df35d23560332d?s=96&d=mm&r=g","caption":"useropwp2"},"url":"https:\/\/sensing.konicaminolta.asia\/id\/author\/useropwp2\/"}]}},"_links":{"self":[{"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/posts\/10727"}],"collection":[{"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/comments?post=10727"}],"version-history":[{"count":0,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/posts\/10727\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/media\/14407"}],"wp:attachment":[{"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/media?parent=10727"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/categories?post=10727"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sensing.konicaminolta.asia\/id\/wp-json\/wp\/v2\/tags?post=10727"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}