{"id":39161,"date":"2024-06-16T09:50:28","date_gmt":"2024-06-16T13:50:28","guid":{"rendered":"https:\/\/geo-plus.com\/?p=39161"},"modified":"2024-06-21T09:50:35","modified_gmt":"2024-06-21T13:50:35","slug":"lidar-pre-processing-tips-and-techniques-for-data-cleaning","status":"publish","type":"post","link":"https:\/\/geo-plus.com\/ja\/%e3%83%a9%e3%82%a4%e3%83%80%e3%83%bc%e3%83%97%e3%83%aa%e3%83%97%e3%83%ad%e3%82%bb%e3%83%83%e3%82%b7%e3%83%b3%e3%82%b0%e3%81%ae%e3%82%b3%e3%83%84%e3%81%a8%e3%83%87%e3%83%bc%e3%82%bf%e3%82%af%e3%83%aa\/","title":{"rendered":"LiDAR\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\uff1a\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e\u30d2\u30f3\u30c8\u3068\u30c6\u30af\u30cb\u30c3\u30af"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"508\" src=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-1024x508.webp\" alt=\"\" class=\"wp-image-38241\" srcset=\"https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-1024x508.webp 1024w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-300x149.webp 300w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-768x381.webp 768w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-1536x762.webp 1536w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-2048x1017.webp 2048w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-18x9.webp 18w, https:\/\/geo-plus.com\/wp-content\/uploads\/2024\/03\/Screenshot-2024-03-15-at-1.03.08-PM-3-1200x596.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"blockart-section blockart-section-0db8fbe5\"><div class=\"blockart-container\"><div class=\"blockart-section-inner\">\n<div class=\"blockart-column blockart-column-51ce12fe\"><div class=\"blockart-column-inner\">\n<h1 class=\"wp-block-heading\" id=\"h-lidar-pre-processing-tips-and-techniques-for-data-cleaning\"><strong>LiDAR\u306e\u30d7\u30ea\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\uff1a\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306e\u305f\u3081\u306e\u30d2\u30f3\u30c8\u3068\u30c6\u30af\u30cb\u30c3\u30af<\/strong><\/h1>\n\n\n\n<p>LiDAR\uff08\u5149\u691c\u51fa\u3068\u6e2c\u8ddd\uff09\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u65b9\u6cd5\u3092\u5b8c\u5168\u306b\u5909\u3048\u305f\u3001\u975e\u5e38\u306b\u7d20\u6674\u3089\u3057\u3044\u30ea\u30e2\u30fc\u30c8\u30fb\u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u3067\u3059\u3002LiDAR\u30bb\u30f3\u30b5\u30fc\u306f\u9ad8\u89e3\u50cf\u5ea6\u306e3\u6b21\u5143\u70b9\u7fa4\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u6b63\u78ba\u306a\u30c7\u30b8\u30bf\u30eb\u5730\u5f62\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3001\u690d\u751f\u5206\u6790\u306a\u3069\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001LiDAR\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u306b\u4f7f\u7528\u3059\u308b\u524d\u306b\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u30a8\u30e9\u30fc\u3084\u30a2\u30fc\u30c1\u30d5\u30a1\u30af\u30c8\u3092\u53d6\u308a\u9664\u304f\u305f\u3081\u306e\u524d\u51e6\u7406\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LiDAR\u524d\u51e6\u7406\u306e\u30d2\u30f3\u30c8\u3068\u30c6\u30af\u30cb\u30c3\u30af\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u30c1\u30a7\u30c3\u30af<\/p>\n\n\n\n<p>LiDAR\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u306b\u304a\u3051\u308b\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3092\u884c\u3046\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30ae\u30e3\u30c3\u30d7\u3001\u5f37\u5ea6\u7570\u5e38\u3001\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u305d\u306e\u4ed6\u306e\u30a8\u30e9\u30fc\u306a\u3069\u306e\u554f\u984c\u306e\u7279\u5b9a\u3068\u4fee\u6b63\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u624b\u6cd5\u306b\u306f\u3001\u76ee\u8996\u691c\u67fb\u3001\u4ed6\u306e\u30bd\u30fc\u30b9\u3068\u306e\u30c7\u30fc\u30bf\u6bd4\u8f03\u3001\u7d71\u8a08\u89e3\u6790\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30ce\u30a4\u30ba\u3084\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3092\u9664\u53bb\u3059\u308b<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u304b\u3089\u30ce\u30a4\u30ba\u3084\u30a2\u30fc\u30c1\u30d5\u30a1\u30af\u30c8\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u3001LiDAR\u4fe1\u53f7\u306b\u5e72\u6e09\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u690d\u751f\u3001\u5efa\u7269\u3001\u305d\u306e\u4ed6\u306e\u7269\u4f53\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u30ce\u30a4\u30ba\u3084\u30a2\u30fc\u30c1\u30d5\u30a1\u30af\u30c8\u306e\u9664\u53bb\u306b\u306f\u3001\u30b0\u30e9\u30a6\u30f3\u30c9\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u7570\u5e38\u5024\u9664\u53bb\u3001\u6b63\u898f\u5316\u306a\u3069\u3001\u69d8\u3005\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u624b\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b<\/p>\n\n\n\n<p>\u30ce\u30a4\u30ba\u3084\u30a2\u30fc\u30c1\u30d5\u30a1\u30af\u30c8\u304c\u53d6\u308a\u9664\u304b\u308c\u305f\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u7279\u5fb4\u306b\u57fa\u3065\u3044\u3066\u3055\u307e\u3056\u307e\u306a\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u985e\u3055\u308c\u308b\u3002\u3053\u308c\u306b\u306f\u3001\u5730\u4e0a\u70b9\u3001\u690d\u751f\u70b9\u3001\u5efa\u7269\u70b9\u306a\u3069\u304c\u542b\u307e\u308c\u308b\u3002\u30c7\u30fc\u30bf\u3092\u5206\u985e\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u5206\u6790\u3068\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30de\u30c6\u30a3\u30c3\u30af\u30a8\u30e9\u30fc\u306e\u4fee\u6b63<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u306b\u5b58\u5728\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u7cfb\u7d71\u7684\u306a\u8aa4\u5dee\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u306f\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002\u3053\u306e\u3088\u3046\u306a\u8981\u56e0\u306b\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u306e\u8f03\u6b63\u8aa4\u5dee\u3001\u5927\u6c17\u306e\u6b6a\u307f\u3001\u30c7\u30fc\u30bf\u306e\u7cbe\u5ea6\u306b\u5f71\u97ff\u3059\u308b\u305d\u306e\u4ed6\u306e\u5909\u6570\u304c\u542b\u307e\u308c\u308b\u3002\u88dc\u6b63\u6280\u8853\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6a19\u9ad8\u5024\u306e\u8abf\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href=\"https:\/\/geo-plus.com\/ja\/%e3%83%9d%e3%82%a4%e3%83%b3%e3%83%88%e3%82%af%e3%83%a9%e3%82%a6%e3%83%89%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2\/\">VisionLidar<\/a> \u306f\u3001\u305d\u306e\u5805\u7262\u306a\u524d\u51e6\u7406\u6a5f\u80fd\u3067\u3042\u306a\u305f\u3092\u30ab\u30d0\u30fc\u3057\u3001\u3042\u306a\u305f\u306e\u30c7\u30fc\u30bf\u304c\u30af\u30ea\u30fc\u30f3\u3067\u3001\u6b63\u78ba\u3067\u3001\u5206\u6790\u306e\u6e96\u5099\u304c\u3067\u304d\u3066\u3044\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u524d\u51e6\u7406\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\uff1a<\/p>\n\n\n\n<ul 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href=\"https:\/\/geo-plus.com\/ja\/%e3%83%9d%e3%82%a4%e3%83%b3%e3%83%88%e3%82%af%e3%83%a9%e3%82%a6%e3%83%89%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2\/\">VisionLidar<\/a>\u306e\u524d\u51e6\u7406\u304a\u3088\u3073\u5206\u985e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u751f\u306e\u70b9\u7fa4\u30c7\u30fc\u30bf\u3092\u6709\u7528\u306a\u6d1e\u5bdf\u306b\u5909\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067\u306e\u60c5\u5831\u306e\u5206\u6790\u3084\u4f7f\u7528\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002\u90fd\u5e02\u8a08\u753b\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u3001\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306a\u3069\u3001\u3069\u306e\u3088\u3046\u306a\u7528\u9014\u306b\u3082\u5bfe\u5fdc\u3057\u307e\u3059\u3001 <a href=\"https:\/\/geo-plus.com\/ja\/%e3%83%9d%e3%82%a4%e3%83%b3%e3%83%88%e3%82%af%e3%83%a9%e3%82%a6%e3%83%89%e3%82%bd%e3%83%95%e3%83%88%e3%82%a6%e3%82%a7%e3%82%a2\/\">VisionLidar<\/a> \u306f\u3001\u3042\u306a\u305f\u304c\u5fc5\u8981\u3068\u3059\u308b\u7cbe\u5ea6\u3068\u52b9\u7387\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br><br>\u3042\u306a\u305f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3064\u3044\u3066\u304a\u805e\u304b\u305b\u304f\u3060\u3055\u3044\u3002\u3054\u9060\u616e\u306a\u304f <a href=\"https:\/\/geo-plus.com\/ja\/%e3%82%b3%e3%83%b3%e3%82%bf%e3%82%af%e3%83%88%e3%82%b2%e3%82%aa%e3%83%97%e3%83%a9%e3%82%b9\/\">\u3054\u9023\u7d61<\/a>.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>LiDAR\uff08\u5149\u691c\u51fa\u3068\u6e2c\u8ddd\uff09\u306f\u3001\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3068\u5206\u6790\u65b9\u6cd5\u3092\u5b8c\u5168\u306b\u5909\u3048\u305f\u3001\u975e\u5e38\u306b\u7d20\u6674\u3089\u3057\u3044\u30ea\u30e2\u30fc\u30c8\u30fb\u30bb\u30f3\u30b7\u30f3\u30b0\u6280\u8853\u3067\u3059\u3002LiDAR\u30bb\u30f3\u30b5\u30fc\u306f\u9ad8\u89e3\u50cf\u5ea6\u306e3\u6b21\u5143\u70b9\u7fa4\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u6b63\u78ba\u306a\u30c7\u30b8\u30bf\u30eb\u5730\u5f62\u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3001\u690d\u751f\u5206\u6790\u306a\u3069\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"author":228097081,"featured_media":38241,"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-39161","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-lidar"],"jetpack_publicize_connections":[],"yoast_head":"<!-- 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