{"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\/ko\/%eb%9d%bc%ec%9d%b4%eb%8d%94-%ec%a0%84%ec%b2%98%eb%a6%ac-%ed%8c%81-%eb%b0%8f-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ec%a0%95%eb%a6%ac%eb%a5%bc-%ec%9c%84%ed%95%9c-%ea%b8%b0%ec%88%a0\/","title":{"rendered":"\ub77c\uc774\ub2e4 \uc804\ucc98\ub9ac: \ub370\uc774\ud130 \uc815\ub9ac\ub97c \uc704\ud55c \ud301\uacfc \uae30\ubc95"},"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>\ub77c\uc774\ub2e4 \uc804\ucc98\ub9ac: \ub370\uc774\ud130 \uc815\ub9ac\ub97c \uc704\ud55c \ud301\uacfc \uae30\ubc95<\/strong><\/h1>\n\n\n\n<p>LiDAR(\ube5b \uac10\uc9c0 \ubc0f \uac70\ub9ac \uce21\uc815)\ub294 \uc9c0\ub9ac \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ubc29\uc2dd\uc744 \uc644\uc804\ud788 \ubc14\uafd4\ub193\uc740 \ub180\ub77c\uc6b4 \uc6d0\uaca9 \uac10\uc9c0 \uae30\uc220\uc785\ub2c8\ub2e4. LiDAR \uc13c\uc11c\ub294 \uc815\ud655\ud55c \ub514\uc9c0\ud138 \uc9c0\ud615 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uace0 \uc2dd\uc0dd \ubd84\uc11d \ub4f1\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 3\ucc28\uc6d0 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ud558\uc9c0\ub9cc LiDAR \ub370\uc774\ud130\ub97c \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud558\ub824\uba74 \uba3c\uc800 \ub370\uc774\ud130 \ud488\uc9c8\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\ub294 \uc624\ub958\uc640 \uc544\ud2f0\ud329\ud2b8\ub97c \uc81c\uac70\ud558\uae30 \uc704\ud574 \uc0ac\uc804 \ucc98\ub9ac\ub97c \ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 \ub370\uc774\ud130\ub97c \uae68\ub057\ud558\uac8c \uc815\ub9ac\ud558\uace0 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud560 \uc900\ube44\uac00 \ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uba87 \uac00\uc9c0 \ud301\uacfc LiDAR \uc804\ucc98\ub9ac \uae30\ubc95\uc744 \uacf5\uc720\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub370\uc774\ud130 \ud488\uc9c8 \ud655\uc778<\/p>\n\n\n\n<p>\ub77c\uc774\ub2e4 \ub370\uc774\ud130 \uc0ac\uc804 \ucc98\ub9ac\uc758 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \ub370\uc774\ud130\uc758 \ud488\uc9c8 \uac80\uc0ac\ub97c \uc218\ud589\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \uac2d, \uac15\ub3c4 \uc774\uc0c1 \ubc0f \ub370\uc774\ud130\uc758 \uc815\ud655\uc131\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\ub294 \uae30\ud0c0 \uc624\ub958\uc640 \uac19\uc740 \ubb38\uc81c\ub97c \uc2dd\ubcc4\ud558\uace0 \uc218\uc815\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud488\uc9c8 \uac80\uc0ac \uae30\ubc95\uc5d0\ub294 \uc721\uc548 \uac80\uc0ac, \ub2e4\ub978 \uc18c\uc2a4\uc640\uc758 \ub370\uc774\ud130 \ube44\uad50, \ud1b5\uacc4 \ubd84\uc11d\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub178\uc774\uc988 \ubc0f \uc544\ud2f0\ud329\ud2b8 \uc81c\uac70<\/p>\n\n\n\n<p>\ub370\uc774\ud130\uc5d0\uc11c \ub178\uc774\uc988\uc640 \uc544\ud2f0\ud329\ud2b8\ub97c \uc81c\uac70\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ucd08\ubaa9, \uac74\ubb3c, \uae30\ud0c0 LiDAR \uc2e0\ud638\ub97c \ubc29\ud574\ud560 \uc218 \uc788\ub294 \ubb3c\uccb4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc0c1 \ud544\ud130\ub9c1, \uc774\uc0c1\uac12 \uc81c\uac70, \uc815\uaddc\ud654 \ub4f1 \ub178\uc774\uc988\uc640 \uc544\ud2f0\ud329\ud2b8\ub97c \ud544\ud130\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uacfc \uae30\ubc95\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub370\uc774\ud130 \ubd84\ub958<\/p>\n\n\n\n<p>\ub370\uc774\ud130\uc5d0\uc11c \ub178\uc774\uc988\uc640 \uc544\ud2f0\ud329\ud2b8\ub97c \uc81c\uac70\ud55c \ud6c4\uc5d0\ub294 \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \uce74\ud14c\uace0\ub9ac\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc9c0\uc0c1 \uc9c0\uc810, \uc2dd\uc0dd \uc9c0\uc810, \uac74\ubb3c \uc9c0\uc810 \ub4f1\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ubd84\ub958\ud558\uba74 \ub370\uc774\ud130\ub97c \ubcf4\ub2e4 \uc815\ud655\ud558\uac8c \ubd84\uc11d\ud558\uace0 \uc2dc\uac01\ud654\ud560 \uc218 \uc788\uc5b4 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2dc\uc2a4\ud15c \uc624\ub958 \uc218\uc815<\/p>\n\n\n\n<p>\ub370\uc774\ud130\uc5d0 \uc874\uc7ac\ud560 \uc218 \uc788\ub294 \ubaa8\ub4e0 \uc2dc\uc2a4\ud15c\uc801 \uc624\ub958\ub97c \ud574\uacb0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uc778\uc5d0\ub294 \uc13c\uc11c \ubcf4\uc815 \uc624\ub958, \ub300\uae30 \uc65c\uace1 \ubc0f \ub370\uc774\ud130\uc758 \uc815\ud655\ub3c4\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\ub294 \uae30\ud0c0 \ubcc0\uc218\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcf4\uc815 \uae30\uc220\uc5d0\ub294 \ub370\uc774\ud130\uc758 \uace0\ub3c4 \uac12 \uc870\uc815, \ub300\uae30 \ubcf4\uc815 \uc218\ud589 \ubc0f \uae30\ud0c0 \ubc29\ubc95\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uac15\ub825\ud55c \uc0ac\uc804 \ucc98\ub9ac \uc804\ub7b5\uc744 \uad6c\ud604\ud558\uc5ec LiDAR \ub370\uc774\ud130\ub97c \uc815\ud655\ud558\uace0 \ubd84\uc11d\ud560 \uc900\ube44\uac00 \ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\ub294 \uac83\uc774 \uac00\uc7a5 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud301\uacfc \uae30\uc220\uc744 \ub530\ub974\uba74 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uae68\ub057\ud55c LiDAR \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>VisionLIDAR\ub97c \uc0ac\uc6a9\ud55c \uc804\ucc98\ub9ac \ubc0f \ubd84\ub958<\/strong><\/p>\n\n\n\n<p><strong><em>\uc0ac\uc804 \ucc98\ub9ac:<\/em><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/ko\/%ed%8f%ac%ec%9d%b8%ed%8a%b8-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%ec%86%8c%ed%94%84%ed%8a%b8%ec%9b%a8%ec%96%b4\/\">VisionLidar<\/a> \ub294 \uac15\ub825\ud55c \uc0ac\uc804 \ucc98\ub9ac \uae30\ub2a5\uc73c\ub85c \ub370\uc774\ud130\ub97c \uae68\ub057\ud558\uace0 \uc815\ud655\ud558\uba70 \ubd84\uc11d\ud560 \uc900\ube44\uac00 \ub41c \uc0c1\ud0dc\ub85c \uc720\uc9c0\ud569\ub2c8\ub2e4. \uc0ac\uc804 \ucc98\ub9ac \ub2e8\uacc4\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub370\uc774\ud130 \uac00\uc838\uc624\uae30: \ub2e4\uc591\ud55c \uc18c\uc2a4 \ubc0f \ud615\uc2dd\uc758 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ub97c \uc27d\uac8c \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub178\uc774\uc988 \uac10\uc18c: \ub178\uc774\uc988\uc640 \uc6d0\uce58 \uc54a\ub294 \uc9c0\uc810\uc744 \uc790\ub3d9\uc73c\ub85c \ud544\ud130\ub9c1\ud558\uc5ec \ub370\uc774\ud130 \ud488\uc9c8\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub4f1\ub85d: \uc5ec\ub7ec \uc2a4\uce94\uc744 \uc815\ub82c\ud558\uc5ec \ud1b5\uc77c\ub41c \uc88c\ud45c\uacc4\ub97c \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130 \uc804\ubc18\uc5d0\uc11c \uc77c\uad00\uc131\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc9c0\uc0c1 \uc9c0\uc810 \uc2dd\ubcc4**: \uc9c0\ud615 \ubaa8\ub378\ub9c1 \ubc0f \ucd94\uac00 \ubd84\ub958\uc5d0 \uc720\uc6a9\ud55c \uc9c0\uc0c1 \ud3ec\uc778\ud2b8\uc640 \ube44\uc9c0\uc0c1 \ud3ec\uc778\ud2b8\ub97c \uad6c\ubd84\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc138\ubd84\ud654: \ud070 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc\ub97c \ub354 \uc791\uace0 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \uc139\uc158\uc73c\ub85c \ubd84\ud560\ud558\uc5ec \ucc98\ub9ac \ubc0f \ubd84\uc11d\uc774 \ub354 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p><strong><em>\ubd84\ub958:<\/em><\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/ko\/%ed%8f%ac%ec%9d%b8%ed%8a%b8-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%ec%86%8c%ed%94%84%ed%8a%b8%ec%9b%a8%ec%96%b4\/\">VisionLidar<\/a>\uc758 \uace0\uae09 \ubd84\ub958 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\uc758 \ub2e4\uc591\ud55c \uc694\uc18c\ub97c \uc815\ud655\ud558\uac8c \ubd84\ub958\ud558\uace0 \ub808\uc774\ube14\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubd84\ub958 \ud504\ub85c\uc138\uc2a4\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc790\ub3d9 \ubd84\ub958: \uba38\uc2e0 \ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc9c0\uc810\uc744 \uc9c0\uba74, \ucd08\ubaa9, \uac74\ubb3c, \uae30\ud0c0 \uad6c\uc870\ubb3c \ub4f1 \ubbf8\ub9ac \uc815\uc758\ub41c \uce74\ud14c\uace0\ub9ac\ub85c \uc790\ub3d9 \ubd84\ub958\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc218\ub3d9 \ubd84\ub958: \ub9e4\uc6b0 \uc815\ud655\ud558\uac8c \ubd84\ub958\ud558\uace0 \uc2f6\ub2e4\uba74 \uc0ac\uc6a9\ud558\uae30 \ub9e4\uc6b0 \uc26c\uc6b4 \ub3c4\uad6c\uc640 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uac00\ub2a5\ud55c \ubd84\ub958 \uccb4\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud3ec\uc778\ud2b8\ub97c \uc218\ub3d9\uc73c\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud2b9\uc9d5 \ucd94\ucd9c: \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\uc5d0\uc11c \uc804\uc120, \uae30\ub465, \uae30\ud0c0 \uc778\ud504\ub77c \uc694\uc18c\uc640 \uac19\uc740 \ud2b9\uc815 \ud2b9\uc9d5\uc744 \ucc3e\uc544\uc11c \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubd84\ub958 \uaddc\uce59: \ud2b9\uc815 \ud504\ub85c\uc81d\ud2b8 \uc694\uad6c \uc0ac\ud56d\uc774\ub098 \uc5c5\uacc4 \ud45c\uc900\uc744 \ucda9\uc871\ud558\uae30 \uc704\ud574 \uc790\uc2e0\ub9cc\uc758 \ubd84\ub958 \uaddc\uce59\uc744 \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud488\uc9c8 \uad00\ub9ac: \ucca0\uc800\ud55c \ud488\uc9c8 \uac80\uc0ac\ub97c \ud1b5\ud574 \uae30\ubc00 \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/geo-plus.com\/ko\/%ed%8f%ac%ec%9d%b8%ed%8a%b8-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%ec%86%8c%ed%94%84%ed%8a%b8%ec%9b%a8%ec%96%b4\/\">VisionLidar<\/a>\uc758 \uc804\ucc98\ub9ac \ubc0f \ubd84\ub958 \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uba74 \uc6d0\uc2dc \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ub97c \uc720\uc6a9\ud55c \uc778\uc0ac\uc774\ud2b8\ub85c \uc804\ud658\ud558\uc5ec \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc815\ubcf4\ub97c \uc27d\uac8c \ubd84\uc11d\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub3c4\uc2dc \uacc4\ud68d, \uc778\ud504\ub77c \uad00\ub9ac, \ud658\uacbd \ubaa8\ub2c8\ud130\ub9c1 \ub4f1 \uc5b4\ub5a4 \uc791\uc5c5\uc744 \ud558\ub4e0 \uc0c1\uad00\uc5c6\uc2b5\ub2c8\ub2e4, <a href=\"https:\/\/geo-plus.com\/ko\/%ed%8f%ac%ec%9d%b8%ed%8a%b8-%ed%81%b4%eb%9d%bc%ec%9a%b0%eb%93%9c-%ec%86%8c%ed%94%84%ed%8a%b8%ec%9b%a8%ec%96%b4\/\">VisionLidar<\/a> \ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud544\uc694\ud55c \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<br><br>\uc5ec\ub7ec\ubd84\uc758 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub300\ud55c \uc774\uc57c\uae30\ub97c \ub4e3\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \uc8fc\uc800\ud558\uc9c0 \ub9c8\uc2dc\uace0 \ub2e4\uc74c \uc5f0\ub77d\ucc98\ub85c \ubb38\uc758\ud574 \uc8fc\uc138\uc694. <a href=\"https:\/\/geo-plus.com\/ko\/%ec%97%b0%eb%9d%bd%ec%b2%98-%ec%a7%80%ec%97%ad-%ed%94%8c%eb%9f%ac%ec%8a%a4\/\">\ubb38\uc758\ud558\uae30<\/a>.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>LiDAR(\ube5b \uac10\uc9c0 \ubc0f \uac70\ub9ac \uce21\uc815)\ub294 \uc9c0\ub9ac \uacf5\uac04 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ubc29\uc2dd\uc744 \uc644\uc804\ud788 \ubc14\uafd4\ub193\uc740 \ub180\ub77c\uc6b4 \uc6d0\uaca9 \uac10\uc9c0 \uae30\uc220\uc785\ub2c8\ub2e4. LiDAR \uc13c\uc11c\ub294 \uc815\ud655\ud55c \ub514\uc9c0\ud138 \uc9c0\ud615 \ubaa8\ub378\uc744 \uc0dd\uc131\ud558\uace0 \uc2dd\uc0dd \ubd84\uc11d \ub4f1\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uace0\ud574\uc0c1\ub3c4 3\ucc28\uc6d0 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/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":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v24.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>LiDAR Pre-Processing: Tips and Techniques for Data Cleaning - 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\/ko\/\ub77c\uc774\ub354-\uc804\ucc98\ub9ac-\ud301-\ubc0f-\ub370\uc774\ud130-\uc815\ub9ac\ub97c-\uc704\ud55c-\uae30\uc220\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LiDAR Pre-Processing: Tips and Techniques for Data Cleaning\" \/>\n<meta property=\"og:description\" content=\"LiDAR (Light Detection and Ranging) is a pretty amazing remote sensing technology that&#039;s totally changed the way we collect and analyze geospatial data. 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