{"id":1003,"date":"2023-11-08T19:35:42","date_gmt":"2023-11-08T12:35:42","guid":{"rendered":"https:\/\/demo.technica.ai\/?p=1003"},"modified":"2025-03-23T17:14:40","modified_gmt":"2025-03-23T10:14:40","slug":"cd-measurement-of-color-filters-cells","status":"publish","type":"post","link":"https:\/\/demo.technica.ai\/ja\/case-studies\/cd-measurement-of-color-filters-cells\/","title":{"rendered":"\u30ab\u30e9\u30fc\u30d5\u30a3\u30eb\u30bf\u30fc\u30bb\u30eb\u306eCD\u6e2c\u5b9a"},"content":{"rendered":"<h4>\u8ab2\u984c<\/h4>\n<p>\u7dd1\u8272\u306e\u30bb\u30eb\u306e\u307f\u304c\u5857\u308a\u3064\u3076\u3055\u308c\u305f64\u679a\u306e\u534a\u5b8c\u6210\u30d9\u30a4\u30e4\u30fc\u30ab\u30e9\u30fc\u30d5\u30a3\u30eb\u30bf\u30fc\u753b\u50cf\u304c\u3042\u308a\u3001\u5857\u308a\u3064\u3076\u3055\u308c\u305f\u4e2d\u592e\u306e\u30bb\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30ce\u30a4\u30ba\u306e\u591a\u3044\u753b\u50cf<\/li>\n<li>\u30c6\u30af\u30b9\u30c1\u30e3\/\u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u304c\u4f4e\u3044<\/li>\n<li>\u30af\u30e9\u30b9\u9593\u306e\u985e\u4f3c\u6027\u304c\u9ad8\u3044<\/li>\n<li>\u753b\u50cf\u679a\u6570\u304c\u9650\u5b9a\u7684\u3067\u3042\u308b<\/li>\n<\/ul>\n<h4>\u89e3\u6c7a\u7b56<\/h4>\n<p>\u30ce\u30a4\u30ba\u4f4e\u6e1b\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u753b\u50cf\u3092\u6ed1\u3089\u304b\u306b\u3057\u305f\u5f8c\u3001Unet\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u9069\u7528\u3057\u3066\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u691c\u51fa\u3057\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u691c\u51fa\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u5883\u754c\u30dc\u30c3\u30af\u30b9\u3092\u63cf\u753b\u3057\u3066\u3001\u305d\u306e\u30b5\u30a4\u30ba\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>Unet\u306f\u753b\u50cf\u306e\u54c1\u8cea\u304c\u975e\u5e38\u306b\u60aa\u3044\u5834\u5408\u3067\u3082\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/li>\n<li>Unet\u306f\u9ad8\u3044\u7cbe\u5ea6\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<li>Unet\u306f\u4ed6\u306e\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u5fc5\u8981\u306a\u30b5\u30f3\u30d7\u30eb\u6570\u304c\u5c11\u306a\u3044\u3002<\/li>\n<\/ul>\n<h4>\u7d50\u679c<\/h4>\n<p>\u5c02\u9580\u5bb6\u306b\u3088\u308b\u624b\u4f5c\u696d\u3067\u306e\u6e2c\u5b9a\u3068\u540c\u7b49\u306e\u7cbe\u5ea6\u3067\u3001\u4e2d\u592e\u30bb\u30eb\u306e\u5927\u5c0f\u306e\u5883\u754c\u3092\u63cf\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Challenge Given 64 semi-finished Bayer color filter images, which have only Green cells filled, we should measure the dimension of the filled central cell. The problem has the following challenges: Highly noisy images Low texture\/contrast High inter-class similarity Limited in quantity Solution Noise reduction technique was used to smooth the images. Unet deep learning then [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1005,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-1003","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies"],"acf":[],"_links":{"self":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts\/1003","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/comments?post=1003"}],"version-history":[{"count":0,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/posts\/1003\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/media\/1005"}],"wp:attachment":[{"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/media?parent=1003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/categories?post=1003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demo.technica.ai\/ja\/wp-json\/wp\/v2\/tags?post=1003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}