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\"\"<\/figure>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

\u5730\u5f62\u5206\u985e\u306e\u65b9\u6cd5\u3068\u6280\u8853<\/h2>\n\n\n\n

\u4f1d\u7d71\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1<\/h3>\n\n\n\n

\u9ad8\u5ea6\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u767b\u5834\u3059\u308b\u524d\u306f\u3001\u5730\u5f62\u306e\u5206\u985e\u306f\u4e3b\u306b\u6b21\u306e\u3088\u3046\u306a\u65b9\u6cd5\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n

    \n
  • \u5730\u5f62\u56f3:<\/strong> \u5c02\u9580\u5bb6\u306f\u7b49\u9ad8\u7dda\u3092\u7814\u7a76\u3059\u308b\u3053\u3068\u3067\u3001\u50be\u659c\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3068\u5927\u307e\u304b\u306a\u6a19\u9ad8\u5dee\u3092\u6c7a\u5b9a\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n
  • \u73fe\u5730\u8abf\u67fb:<\/strong> \u6280\u8853\u8005\u3084\u5730\u7406\u5b66\u8005\u306f\u5730\u57df\u3092\u6b69\u3044\u305f\u308a\u8eca\u3067\u79fb\u52d5\u3057\u305f\u308a\u3057\u3066\u3001\u8868\u9762\u306e\u7a2e\u985e\u3092\u8996\u899a\u7684\u306b\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n
  • \u822a\u7a7a\u5199\u771f:<\/strong> \u98db\u884c\u6a5f\u3084\u30d8\u30ea\u30b3\u30d7\u30bf\u30fc\u304b\u3089\u306e\u5199\u771f\u306b\u3088\u308a\u4e0a\u7a7a\u304b\u3089\u306e\u6620\u50cf\u304c\u63d0\u4f9b\u3055\u308c\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u624b\u4f5c\u696d\u3067\u89e3\u6790\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n

    \u3053\u308c\u3089\u306e\u65b9\u6cd5\u306f\u3001\u7279\u5b9a\u306e\u72b6\u6cc1\u3067\u306f\u4fe1\u983c\u6027\u304c\u9ad8\u3044\u3082\u306e\u306e\u3001\u7279\u306b\u5927\u898f\u6a21\u307e\u305f\u306f\u8907\u96d1\u306a\u74b0\u5883\u3092\u5bfe\u8c61\u3068\u3059\u308b\u5834\u5408\u306b\u306f\u6642\u9593\u304c\u304b\u304b\u308a\u3001\u4eba\u70ba\u7684\u30df\u30b9\u306e\u5f71\u97ff\u3092\u53d7\u3051\u3084\u3059\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5929\u5019\u3084\u5efa\u8a2d\u5de5\u4e8b\u306b\u3088\u308a\u6025\u901f\u306b\u5909\u5316\u3059\u308b\u52d5\u7684\u306a\u5730\u5f62\u306b\u5bfe\u5fdc\u3059\u308b\u306e\u3082\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n

    \u6700\u65b0\u306e\u30c7\u30fc\u30bf\u53d6\u5f97: LiDAR \u3068\u5199\u771f\u6e2c\u91cf<\/h3>\n\n\n\n

    \u73fe\u4ee3\u306e\u5730\u5f62\u5206\u985e\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u9ad8\u89e3\u50cf\u5ea6\u306e\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

      \n
    • LiDAR\uff08\u5149\u691c\u51fa\u3068\u6e2c\u8ddd\uff09:<\/strong> \u30ec\u30fc\u30b6\u30fc\u30d1\u30eb\u30b9\u3092\u9001\u4fe1\u3057\u3066\u8ddd\u96e2\u3092\u6e2c\u5b9a\u3057\u3001\u74b0\u5883\u306e 3D \u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001\u5730\u8868\u3001\u690d\u751f\u3001\u5efa\u9020\u7269\u306e\u8a73\u7d30\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u304d\u308b\u975e\u5e38\u306b\u6b63\u78ba\u306a\u5ea7\u6a19\u30bb\u30c3\u30c8\u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n
    • \u5199\u771f\u6e2c\u91cf:<\/strong> \u91cd\u306a\u308a\u5408\u3046\u753b\u50cf\uff08\u30c9\u30ed\u30fc\u30f3\u307e\u305f\u306f\u885b\u661f\u304b\u3089\uff09\u3092\u4f7f\u7528\u3057\u3066 3D \u30b5\u30fc\u30d5\u30a7\u30b9\u3092\u518d\u69cb\u7bc9\u3057\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u8907\u6570\u306e\u5199\u771f\u3092\u6574\u5217\u3055\u305b\u3066\u6df1\u5ea6\u30de\u30c3\u30d7\u3092\u751f\u6210\u3057\u3001\u9ad8\u3055\u60c5\u5831\u3092\u5c0e\u304d\u51fa\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
    • 360\u5ea6\u30d1\u30ce\u30e9\u30de\u30ab\u30e1\u30e9:<\/strong> \u8868\u9762\uff08\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u3001\u30b3\u30f3\u30af\u30ea\u30fc\u30c8\uff09\u306e\u5206\u985e\u3084\u7269\u4f53\uff08\u6728\u3001\u67f1\uff09\u306e\u8b58\u5225\u306b\u5f79\u7acb\u3064\u5305\u62ec\u7684\u306a\u8996\u899a\u8a18\u9332\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

      \u3053\u308c\u3089\u306e\u6280\u8853\u3092\u7dcf\u5408\u3059\u308b\u3068\u3001\u4e2d\u7a0b\u5ea6\u306e\u30b5\u30a4\u30ba\u306e\u9818\u57df\u3067\u3082\u6570\u767e\u4e07\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u3084\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u3001\u5f93\u6765\u306e\u65b9\u6cd5\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u9ad8\u3044\u89e3\u50cf\u5ea6\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u306e\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u3001\u5805\u7262\u306a\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

      \u6a5f\u80fd\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/h3>\n\n\n\n

      \u6a5f\u68b0\u5b66\u7fd2\u3084\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc \u30d3\u30b8\u30e7\u30f3\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3067\u306f\u3001\u751f\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306f\u5341\u5206\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5c02\u9580\u5bb6\u306f\u3001\u30dd\u30a4\u30f3\u30c8\u306e\u8fd1\u508d\u306e\u5f62\u72b6\u3084\u6027\u8cea\u3092\u793a\u5506\u3059\u308b\u7279\u5fb4\u3092\u62bd\u51fa\u3057\u307e\u3059\u3002\u4f8b:<\/p>\n\n\n\n

        \n
      • \u4e3b\u306a\u5e73\u9762\u306e\u7279\u5fb4:<\/strong> \u30ed\u30fc\u30ab\u30eb \u30dd\u30a4\u30f3\u30c8\u304c\u5e73\u9762\u306b\u63c3\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u8b58\u5225\u3057\u307e\u3059\u3002\u5927\u304d\u306a\u5e73\u9762\u9818\u57df\u306f\u3001\u5efa\u7269\u306e\u30d5\u30a1\u30b5\u30fc\u30c9\u307e\u305f\u306f\u8217\u88c5\u306e\u3088\u304f\u6574\u3048\u3089\u308c\u305f\u90e8\u5206\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n
      • \u5782\u76f4\u914d\u4fe1\u6a5f\u80fd:<\/strong> \u7279\u5b9a\u306e\u9ad8\u3055\u306e\u9593\u9694\u5185\u306b\u96a3\u63a5\u3059\u308b\u70b9\u304c\u3044\u304f\u3064\u3042\u308b\u304b\u3092\u6570\u3048\u308b\u3068\u3001\u6728\u306e\u5e79\u3068\u8449\u306e\u8302\u3063\u305f\u6a39\u51a0\u3092\u533a\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n
      • \u5730\u9762\u3078\u306e\u8fd1\u3055:<\/strong> \u6a19\u9ad8\u304c\u30bc\u30ed\u306b\u8fd1\u3044\uff08\u307e\u305f\u306f\u7279\u5b9a\u306e\u3057\u304d\u3044\u5024\u5185\uff09\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u4f4e\u6728\u307e\u305f\u306f\u4f4e\u3044\u7269\u4f53\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

        \u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u3088\u308a\u30013D \u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9\u306a\u3069\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u3088\u308a\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u69cb\u9020\u5316\u60c5\u5831\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

        \u6a5f\u68b0\u5b66\u7fd2\u5206\u985e\u5668<\/h3>\n\n\n\n

        \u4e00\u822c\u7684\u306a\u5206\u985e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u306f\u6b21\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

        \u30b5\u30dd\u30fc\u30c8\u30d9\u30af\u30bf\u30fc\u30de\u30b7\u30f3 (SVM)<\/h4>\n\n\n\n

        SVM \u306f\u3001\u591a\u6b21\u5143\u306e\u7279\u5fb4\u7a7a\u9593\u3067\u6c7a\u5b9a\u5883\u754c\u3092\u898b\u3064\u3051\u308b\u306e\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002SVM \u306f\u3001\u30de\u30eb\u30c1\u30af\u30e9\u30b9 \u30bf\u30b9\u30af (\u5730\u9762\u3001\u6728\u3001\u4f4e\u6728\u3001\u5efa\u7269\u306a\u3069) \u306b\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u306b\u30ce\u30a4\u30ba\u304c\u591a\u3044\u5834\u5408\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u304c\u4e0d\u53ef\u6b20\u306a\u5834\u5408\u306f\u3001SVM \u304c\u3046\u307e\u304f\u6a5f\u80fd\u3057\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

        \u6295\u7968SVM<\/h4>\n\n\n\n

        \u57fa\u672c\u7684\u306a SVM \u306e\u4e0a\u306b\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0 \u30b9\u30c6\u30c3\u30d7\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u5404\u30dd\u30a4\u30f3\u30c8\u306e\u6700\u7d42\u7684\u306a\u30e9\u30d9\u30eb\u306f\u3001\u305d\u306e\u8fd1\u96a3\u304b\u3089\u306e\u591a\u6570\u6c7a\u306b\u3088\u3063\u3066\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5c0f\u3055\u306a\u8aa4\u5206\u985e\u3092\u4fee\u6b63\u3067\u304d\u307e\u3059\u304c\u3001\u74b0\u5883\u304c\u8907\u96d1\u306a\u9818\u57df (\u30a2\u30fc\u30c1\u3084\u305d\u306e\u4ed6\u306e\u5efa\u7bc9\u306e\u8a73\u7d30\u306a\u3069) \u3067\u306f\u5931\u6557\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

        \u9023\u60f3\u30de\u30eb\u30b3\u30d5\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (AMN)<\/h4>\n\n\n\n

        3D \u7a7a\u9593\u3067\u5404\u30dd\u30a4\u30f3\u30c8\u304c\u96a3\u63a5\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u306b\u63a5\u7d9a\u3059\u308b\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u30da\u30a2\u30ef\u30a4\u30ba \u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u306f\u30ed\u30fc\u30ab\u30eb\u4e00\u8cab\u6027\u3092\u5f37\u5236\u3057\u3001\u96a3\u63a5\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u304c\u7279\u5b9a\u306e\u5e7e\u4f55\u5b66\u7684\u7279\u5fb4\u3092\u5171\u6709\u3059\u308b\u5834\u5408\u3001\u30e9\u30d9\u30eb\u3092\u5171\u6709\u3059\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002AMN \u306f\u8907\u96d1\u306a\u74b0\u5883\u3067\u3088\u308a\u512a\u308c\u305f\u7d50\u679c\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

        \u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (CNN)<\/h4>\n\n\n\n

        \u753b\u50cf\u30d9\u30fc\u30b9\u306e\u5730\u5f62\u5206\u985e\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u753b\u50cf\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001CNN \u306f\u7279\u5b9a\u306e\u5730\u5f62\u306e\u7c97\u3055\u30ec\u30d9\u30eb\u3084\u6750\u8cea\u306e\u7a2e\u985e\u306b\u5bfe\u5fdc\u3059\u308b\u30d1\u30bf\u30fc\u30f3\u3092\u8a8d\u8b58\u3059\u308b\u3053\u3068\u3092\u5b66\u7fd2\u3067\u304d\u307e\u3059\u3002\u8ee2\u79fb\u5b66\u7fd2 (\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u306e\u518d\u5229\u7528) \u306b\u3088\u308a\u3001\u958b\u767a\u3092\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

        GIS\u3068CAD\u306e\u7d71\u5408<\/h3>\n\n\n\n

        \u5206\u985e\u5f8c\u3001\u305d\u306e\u7d50\u679c\u306f\u591a\u304f\u306e\u5834\u5408\u3001\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0 (GIS) \u307e\u305f\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a2d\u8a08 (CAD) \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u53d6\u308a\u8fbc\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u307e\u305f\u306f\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u3001\u5206\u985e\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092 2D \u30de\u30c3\u30d7\u307e\u305f\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a 3D \u30e2\u30c7\u30eb\u3067\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u74b0\u5883\u3067\u306f\u3001\u5206\u985e\u3055\u308c\u305f\u5730\u5f62\u306b\u9053\u8def\u3001\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u3001\u304a\u3088\u3073\u6577\u5730\u5883\u754c\u7dda\u3092\u91cd\u306d\u3066\u3001\u8a2d\u8a08\u4e0a\u306e\u6c7a\u5b9a\u3084\u30b7\u30ca\u30ea\u30aa\u8a08\u753b\u3092\u5bb9\u6613\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

        \u30c4\u30fc\u30eb\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc<\/h2>\n\n\n\n

        \u30c7\u30fc\u30bf\u53ce\u96c6\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/h3>\n\n\n\n

        \u30ec\u30fc\u30b6\u30fc\u30b9\u30ad\u30e3\u30ca\u30fc\uff08LiDAR\uff09\uff1a<\/h4>\n\n\n\n
          \n
        • \u56fa\u5b9a\u5f0f\u3001\u307e\u305f\u306f\u8eca\u4e21\u3001\u30c9\u30ed\u30fc\u30f3\u3001\u30d0\u30c3\u30af\u30d1\u30c3\u30af\u306a\u3069\u306b\u53d6\u308a\u4ed8\u3051\u53ef\u80fd\u3002<\/li>\n\n\n\n
        • \u4f55\u767e\u4e07\u3082\u306e\u6b63\u78ba\u306a\u8ddd\u96e2\u6e2c\u5b9a\u5024\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
        • \u8a73\u7d30\u306a\u90fd\u5e02\u3084\u8907\u96d1\u306a\u30aa\u30d5\u30ed\u30fc\u30c9\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

          \u30ab\u30e1\u30e9 (RGB\u3001\u8d64\u5916\u7dda\u3001\u307e\u305f\u306f\u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb):<\/h4>\n\n\n\n
            \n
          • \u5206\u985e\u3092\u5f37\u5316\u3059\u308b\u305f\u3081\u306b\u8272\u307e\u305f\u306f\u30b9\u30da\u30af\u30c8\u30eb \u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
          • \u8d64\u5916\u7dda\u306f\u6e29\u5ea6\u5dee\u3084\u6e7f\u5ea6\u30ec\u30d9\u30eb\u3092\u691c\u51fa\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n
          • \u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u30ab\u30e1\u30e9\u306f\u3001\u74b0\u5883\u3084\u8fb2\u696d\u306e\u7528\u9014\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

            \u5168\u5730\u7403\u6e2c\u4f4d\u30b7\u30b9\u30c6\u30e0 (GPS) \u3068 IMU:<\/h4>\n\n\n\n
              \n
            • \u4f4d\u7f6e\u8ffd\u8de1\u3068\u6163\u6027\u6e2c\u5b9a\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/li>\n\n\n\n
            • \u30b9\u30ad\u30e3\u30f3\u307e\u305f\u306f\u753b\u50cf\u3092\u4e00\u8cab\u3057\u305f\u7d76\u5bfe\u53c2\u7167\u30d5\u30ec\u30fc\u30e0\u306b\u3064\u306a\u304e\u5408\u308f\u305b\u308b\u305f\u3081\u306b\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

              \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/h3>\n\n\n\n

              3D\u518d\u69cb\u7bc9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2:<\/h4>\n\n\n\n
                \n
              • LiDAR \u307e\u305f\u306f\u5199\u771f\u6e2c\u91cf\u30c7\u30fc\u30bf\u3092\u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9\u307e\u305f\u306f\u30e1\u30c3\u30b7\u30e5\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
              • \u624b\u52d5\u3067\u306e\u7de8\u96c6\u3084\u6ce8\u91c8\u4ed8\u3051\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

                \u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af (TensorFlow\u3001PyTorch\u3001scikit-learn):<\/h4>\n\n\n\n
                  \n
                • CNN\u3001SVM\u3001\u9ad8\u5ea6\u306a\u30de\u30eb\u30b3\u30d5 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u5bb9\u6613\u306b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
                • \u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3057\u3001GPU \u3067\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

                  GIS \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 (ArcGIS\u3001QGIS):<\/h4>\n\n\n\n

                  \u30de\u30c3\u30d4\u30f3\u30b0\u3001\u5730\u7406\u7a7a\u9593\u5206\u6790\u3001\u304a\u3088\u3073\u9053\u8def\u3001\u4e0d\u52d5\u7523\u5883\u754c\u3001\u74b0\u5883\u30ec\u30a4\u30e4\u30fc\u3068\u306e\u5206\u985e\u7d50\u679c\u306e\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n

                  CAD \u30c4\u30fc\u30eb (AutoCAD\u3001MicroStation):<\/h4>\n\n\n\n

                  \u5206\u985e\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u9ad8\u901f\u9053\u8def\u3084\u516c\u5171\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u8a2d\u8a08\u6a5f\u80fd\u306e\u6539\u5584\u306b\u5f79\u7acb\u3064\u5f93\u6765\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/p>\n\n\n\n

                  \"\"<\/figure>\n\n\n\n

                  \u5b9f\u969b\u306e\u4f7f\u7528\u4f8b<\/h2>\n\n\n\n

                  \u9ad8\u901f\u9053\u8def\u8a2d\u8a08<\/h3>\n\n\n\n

                  \u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u5730\u5f62\u306e\u5206\u985e\u306b\u57fa\u3065\u3044\u3066\u3001\u6c34\u5e73\u66f2\u7387\u3001\u5782\u76f4\u52fe\u914d\u3001\u65ad\u9762\u8a2d\u8a08\u306a\u3069\u306e\u7dda\u5f62\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5c71\u5cb3\u5730\u5e2f\u3067\u306f\u3001\u3088\u308a\u983b\u7e41\u306a\u30b9\u30a4\u30c3\u30c1\u30d0\u30c3\u30af\u3001\u30ab\u30fc\u30d6\u3067\u306e\u6025\u52fe\u914d\u3001\u4f4e\u901f\u8eca\u4e21\u7528\u306e\u8ffd\u52a0\u8eca\u7dda\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5730\u5f62\u30af\u30e9\u30b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u5efa\u8a2d\u8cc7\u6750\u3001\u6392\u6c34\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3001\u30ac\u30fc\u30c9\u30ec\u30fc\u30eb\u4ed5\u69d8\u306e\u9078\u629e\u306b\u3082\u5f71\u97ff\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u591a\u304f\u306e\u56fd\u3067\u306f\u3001\u5206\u985e\u65b9\u6cd5\u306f\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u4f53\u7cfb\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4e00\u90e8\u306e\u6a19\u6e96\u3067\u306f\u3001\u5730\u5f62\u3092\u5e73\u5730\u3001\u8d77\u4f0f\u3001\u5c71\u5cb3\u306e 3 \u3064\u306e\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u30014 \u3064\u4ee5\u4e0a\u306e\u30af\u30e9\u30b9\u306b\u62e1\u5927\u3057\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u4e3b\u306a\u76ee\u7684\u306f\u3001\u5b89\u5168\u6027\u3068\u8cbb\u7528\u5bfe\u52b9\u679c\u3067\u3059\u3002\u5730\u5f62\u306b\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u901f\u9053\u8def\u7ba1\u7406\u5c40\u306f\u4e8b\u6545\u306e\u30ea\u30b9\u30af\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u5efa\u8a2d\u4e88\u7b97\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30aa\u30d5\u30ed\u30fc\u30c9\u8d70\u884c\u3068ADAS<\/h3>\n\n\n\n

                  \u30aa\u30d5\u30ed\u30fc\u30c9\u306e\u5730\u5f62\u5206\u985e\u306f\u3001\u8217\u88c5\u3055\u308c\u3066\u3044\u306a\u3044\u9053\u8def\u3084\u6574\u5099\u304c\u884c\u304d\u5c4a\u3044\u3066\u3044\u306a\u3044\u9053\u8def\u3092\u8d70\u884c\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u8eca\u4e21\u5411\u3051\u306e\u9ad8\u5ea6\u306a\u904b\u8ee2\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u306b\u4e0d\u53ef\u6b20\u306a\u8981\u7d20\u3067\u3059\u3002\u30ab\u30e1\u30e9\u3084 LiDAR \u30bb\u30f3\u30b5\u30fc\u306f\u3001\u524d\u65b9\u306e\u8352\u308c\u305f\u8def\u9762\u3092\u691c\u51fa\u3057\u3001\u8eca\u4e21\u306b\u901f\u5ea6\u3001\u30b5\u30b9\u30da\u30f3\u30b7\u30e7\u30f3\u8a2d\u5b9a\u3001\u307e\u305f\u306f\u30c8\u30e9\u30af\u30b7\u30e7\u30f3 \u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3092\u8abf\u6574\u3059\u308b\u3088\u3046\u4fe1\u53f7\u3092\u9001\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u9053\u8def\u304c\u6a19\u6e96\u5316\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u6570\u30e1\u30fc\u30c8\u30eb\u4ee5\u5185\u306b\u6ed1\u3089\u304b\u306a\u8217\u88c5\u8def\u304b\u3089\u308f\u3060\u3061\u306e\u3067\u304d\u305f\u571f\u9053\u306b\u5909\u308f\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u5730\u57df\u3067\u306f\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u7814\u7a76\u306b\u3088\u308a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f ISO 8608 \u306e\u7c97\u3055\u30ec\u30d9\u30eb\u306b\u57fa\u3065\u3044\u3066\u8def\u9762\u3092\u9ad8\u7cbe\u5ea6\u306b\u5206\u985e\u3067\u304d\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u8eca\u8f2a\u304c\u8def\u9762\u306b\u63a5\u89e6\u3059\u308b\u524d\u306b\u3053\u308c\u3089\u306e\u72b6\u6cc1\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u8eca\u4e21\u306f\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5931\u3063\u305f\u308a\u5e95\u4ed8\u304d\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3092\u56de\u907f\u3067\u304d\u3001\u6700\u7d42\u7684\u306b\u306f\u5b89\u5168\u6027\u3068\u5feb\u9069\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u81ea\u52d5\u904b\u8ee2\u8eca\u304c\u65e2\u5b58\u306e\u90fd\u5e02\u90e8\u4ee5\u5916\u306b\u3082\u666e\u53ca\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u3053\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30a4\u30f3\u30d5\u30e9\u3068\u90fd\u5e02\u8a08\u753b<\/h3>\n\n\n\n

                  \u5730\u65b9\u81ea\u6cbb\u4f53\u3001\u516c\u5171\u4e8b\u696d\u4f53\u3001\u901a\u4fe1\u4e8b\u696d\u8005\u306f\u3001\u5730\u5f62\u5206\u985e\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3001\u30b1\u30fc\u30d6\u30eb\u3001\u5149\u30d5\u30a1\u30a4\u30d0\u30fc\u56de\u7dda\u3092\u6577\u8a2d\u3059\u308b\u5834\u6240\u3092\u6c7a\u5b9a\u3057\u307e\u3059\u3002\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u3001\u30b3\u30f3\u30af\u30ea\u30fc\u30c8\u3001\u571f\u3001\u305d\u306e\u4ed6\u306e\u7d20\u6750\u304c\u3069\u306e\u8868\u9762\u3067\u3042\u308b\u304b\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u8a08\u753b\u8005\u306f\u8a2d\u7f6e\u30b3\u30b9\u30c8\u3068\u6df7\u4e71\u3092\u8a08\u7b97\u3067\u304d\u307e\u3059\u3002\u5730\u4e0b\u304c\u5b89\u5b9a\u3057\u3066\u3044\u308b\u5834\u5408\u3084\u3001\u7279\u5b9a\u306e\u8217\u88c5\u30bf\u30a4\u30d7\u304c\u7c21\u5358\u306b\u958b\u3051\u3066\u4fee\u7406\u3067\u304d\u308b\u5834\u5408\u306f\u3001\u6df7\u4e71\u306e\u5c11\u306a\u3044\u6398\u524a\u65b9\u6cd5\u3084\u975e\u958b\u524a\u6280\u8853\u304c\u53ef\u80fd\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30b9\u30de\u30fc\u30c8 \u30b7\u30c6\u30a3\u3092\u62e1\u5927\u3059\u308b\u306b\u3042\u305f\u308a\u3001\u81ea\u7136\u8868\u9762\u3068\u4eba\u5de5\u8868\u9762\u306e\u5206\u5e03\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u6d2a\u6c34\u30e2\u30c7\u30eb\u3001\u30d2\u30fc\u30c8\u30a2\u30a4\u30e9\u30f3\u30c9\u7814\u7a76\u3001\u74b0\u5883\u5f71\u97ff\u8a55\u4fa1\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u90fd\u5e02\u306e\u68ee\u6797\u7ba1\u7406\u8005\u306f\u6a39\u6728\u5bc6\u5ea6\u3092\u8ffd\u8de1\u3057\u3001\u516c\u5171\u4e8b\u696d\u90e8\u9580\u306f\u6b69\u9053\u306e\u88dc\u5f37\u3084\u518d\u8217\u88c5\u304c\u5fc5\u8981\u306a\u5834\u6240\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3068\u81ea\u5f8b\u822a\u884c<\/h3>\n\n\n\n

                  \u30ed\u30dc\u30c3\u30c8 \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u914d\u9054\u3001\u8ecd\u4e8b\u5075\u5bdf\u3001\u8fb2\u696d\u4f5c\u696d\u306e\u3044\u305a\u308c\u306e\u7528\u9014\u3067\u3042\u3063\u3066\u3082\u3001\u5730\u5f62\u5206\u985e\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002LiDAR \u3067\u74b0\u5883\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u5730\u4e0a\u30ed\u30dc\u30c3\u30c8\u306f\u3001\u52b9\u7387\u7684\u3067\u5b89\u5168\u306a\u7d4c\u8def\u3092\u8a08\u753b\u3059\u308b\u305f\u3081\u306b\u3001\u30dd\u30a4\u30f3\u30c8\u3092\u300c\u6728\u306e\u5e79\u300d\u3001\u300c\u4f4e\u6728\u300d\u3001\u300c\u5efa\u7269\u300d\u3001\u300c\u5730\u9762\u300d\u3068\u3057\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30de\u30eb\u30b3\u30d5 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084 CNN \u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u304c\u5927\u304d\u306a\u5229\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u90e8\u5206\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u9818\u57df (\u5efa\u7269\u306e\u30a2\u30fc\u30c1\u3084\u5bc6\u96c6\u3057\u305f\u8449\u306a\u3069) \u3067\u306e\u8aa4\u5206\u985e\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u5f93\u6765\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u4f4e\u3044 Z \u5ea7\u6a19\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u5730\u4e0a\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u691c\u51fa\u3057\u3001\u6b8b\u308a\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u30ed\u30dc\u30c3\u30c8\u306e\u6f5c\u5728\u7684\u306a\u969c\u5bb3\u7269\u307e\u305f\u306f\u982d\u4e0a\u306e\u5371\u967a\u3092\u53cd\u6620\u3059\u308b\u30ab\u30c6\u30b4\u30ea\u306b\u5206\u985e\u3057\u307e\u3059\u3002\u9023\u60f3\u30de\u30eb\u30b3\u30d5 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (AMN) \u306f\u3001\u30ed\u30fc\u30ab\u30eb\u4e00\u8cab\u6027\u3092\u5f37\u5236\u3059\u308b\u305f\u3081\u3001\u7279\u306b\u5f37\u529b\u3067\u3059\u30023D \u30dd\u30a4\u30f3\u30c8 \u30af\u30e9\u30a6\u30c9\u5185\u306e 1 \u3064\u306e\u9818\u57df\u304c\u5efa\u7269\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u5834\u5408\u3001\u305d\u308c\u4ee5\u5916\u306e\u5f37\u3044\u8a3c\u62e0\u304c\u306a\u3044\u9650\u308a\u3001\u305d\u306e\u9818\u57df\u5185\u306e\u96a3\u63a5\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u3082\u5efa\u7269\u3068\u3057\u3066\u30e9\u30d9\u30eb\u4ed8\u3051\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6df7\u4e71\u3055\u305b\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u3001\u8aa4\u3063\u3066\u5206\u985e\u3055\u308c\u305f\u30dd\u30a4\u30f3\u30c8\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u6591\u70b9\u3092\u56de\u907f\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9\u3068\u8ab2\u984c<\/h2>\n\n\n\n

                  \u30c7\u30fc\u30bf\u54c1\u8cea\u3068\u524d\u51e6\u7406<\/h3>\n\n\n\n

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                  \u30b7\u30f3\u30d7\u30eb\u3055\u3068\u30c7\u30a3\u30c6\u30fc\u30eb\u306e\u30d0\u30e9\u30f3\u30b9<\/h3>\n\n\n\n

                  \u5c02\u9580\u5bb6\u306f\u3001\u5927\u307e\u304b\u306a\u5206\u985e (\u5e73\u5730\u3001\u4e18\u9675\u5730\u3001\u5c71\u5cb3\u5730) \u306e\u307f\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u975e\u5e38\u306b\u8a73\u7d30\u306a\u30e9\u30d9\u30eb (\u6728\u306e\u5e79\u3001\u6728\u306e\u8449\u3001\u4f4e\u6728) \u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u3088\u308a\u8907\u96d1\u306a\u5206\u985e\u3067\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u3088\u308a\u5b9f\u7528\u7684\u306a\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u307e\u3059\u304c\u3001\u51e6\u7406\u6642\u9593\u3001\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u304a\u3088\u3073\u30e2\u30c7\u30eb\u306e\u8907\u96d1\u3055\u304c\u5897\u3057\u307e\u3059\u3002\u9069\u5207\u306a\u5206\u985e\u30ec\u30d9\u30eb\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u306f\u3001\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u9ad8\u901f\u9053\u8def\u306e\u901f\u5ea6\u5236\u9650\u306e\u8a2d\u8a08\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u3059\u3079\u3066\u306e\u5c0f\u3055\u306a\u969c\u5bb3\u7269\u3092\u6c17\u306b\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u30ad\u30e3\u30f3\u30d1\u30b9\u5185\u3092\u79fb\u52d5\u3059\u308b\u30ed\u30dc\u30c3\u30c8\u3092\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u3059\u3079\u3066\u306e\u4f4e\u6728\u304c\u91cd\u8981\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u5927\u898f\u6a21\u306a\u5730\u57df\u9593\u3067\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3059\u308b<\/h3>\n\n\n\n

                  \u90fd\u5e02\u5168\u4f53\u3084\u6570\u767e\u30ad\u30ed\u30e1\u30fc\u30c8\u30eb\u306b\u53ca\u3076\u9053\u8def\u306b\u307e\u305f\u304c\u308b\u5de8\u5927\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u5834\u5408\u3001\u5206\u985e\u306e\u4e00\u8cab\u6027\u3092\u4fdd\u3064\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002\u30b9\u30ad\u30e3\u30f3\u3054\u3068\u306b\u30dd\u30a4\u30f3\u30c8\u5bc6\u5ea6\u304c\u7570\u306a\u3063\u305f\u308a\u3001\u5929\u5019\u306a\u3069\u306e\u30ed\u30fc\u30ab\u30eb\u6761\u4ef6\u304c\u30bb\u30f3\u30b5\u30fc\u306e\u8aad\u307f\u53d6\u308a\u5024\u306b\u5f71\u97ff\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u90e8\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306b\u306f\u4e0d\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u3084\u4f4e\u54c1\u8cea\u306e\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u5805\u7262\u306a\u5206\u985e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u306f\u3001\u53cd\u5fa9\u7684\u306a\u30c1\u30a7\u30c3\u30af\u3068\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u4eba\u9593\u306b\u3088\u308b\u76e3\u8996\u304c\u5fc5\u8981\u306b\u306a\u308b\u3053\u3068\u304c\u3088\u304f\u3042\u308a\u307e\u3059\u3002\u5e83\u3044\u30a8\u30ea\u30a2\u3092\u7ba1\u7406\u3057\u3084\u3059\u3044\u30c1\u30e3\u30f3\u30af\u306b\u5206\u5272\u3059\u308b\u3068\u3001\u30d7\u30ed\u30bb\u30b9\u3092\u6574\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u304c\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u9593\u306e\u9077\u79fb\u306b\u3088\u3063\u3066\u5883\u754c\u306e\u4e0d\u4e00\u81f4\u304c\u767a\u751f\u3057\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u306e\u7ba1\u7406<\/h3>\n\n\n\n

                  \u5730\u5f62\u5206\u985e\u306f\u3001\u30c8\u30f3\u30cd\u30eb\u3001\u6a4b\u3001\u30a2\u30fc\u30c1\u306a\u3069\u306e\u7570\u5e38\u306a\u72b6\u6cc1\u3084\u3001\u30c7\u30fc\u30bf\u304c\u90e8\u5206\u7684\u306b\u906e\u3089\u308c\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u5bc6\u96c6\u3057\u305f\u690d\u751f\u3067\u306f\u5931\u6557\u3057\u305f\u308a\u3001\u54c1\u8cea\u304c\u4f4e\u4e0b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u53cd\u5c04\u7387\u306e\u9ad8\u3044\u8868\u9762\u3001\u6c34\u57df\u3001\u30ac\u30e9\u30b9\u69cb\u9020\u7269\u3067\u306f\u3001LiDAR \u306e\u8aad\u307f\u53d6\u308a\u304c\u6b6a\u3080\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30d7\u30e9\u30f3\u30ca\u30fc\u3084\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u3053\u308c\u3089\u306e\u30b7\u30ca\u30ea\u30aa\u3092\u4e88\u6e2c\u3057\u3001\u305d\u308c\u3089\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 (\u307e\u305f\u306f\u30c7\u30fc\u30bf\u53ce\u96c6\u65b9\u6cd5) \u3092\u8abf\u6574\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u3001\u7279\u6b8a\u306a\u30bb\u30f3\u30b5\u30fc\u3084\u8907\u5408\u30bb\u30f3\u30b5\u30fc \u30a2\u30ec\u30a4 (LiDAR \u3068\u71b1\u753b\u50cf\u306a\u3069) \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u3053\u308c\u3089\u306e\u30a8\u30c3\u30b8 \u30b1\u30fc\u30b9\u306b\u52b9\u679c\u7684\u306b\u5bfe\u51e6\u3067\u304d\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u4eca\u5f8c\u306e\u65b9\u5411\u6027<\/h2>\n\n\n\n

                  \u3088\u308a\u5fe0\u5b9f\u5ea6\u306e\u9ad8\u3044\u30bb\u30f3\u30b5\u30fc<\/h3>\n\n\n\n

                  \u3059\u3067\u306b\u3001\u8907\u6570\u306e\u30ea\u30bf\u30fc\u30f3\uff08\u5358\u4e00\u306e\u30ec\u30fc\u30b6\u30fc\u30d1\u30eb\u30b9\u304b\u3089\u306e\u8907\u6570\u306e\u53cd\u5c04\u3092\u8ffd\u8de1\uff09\u3092\u5099\u3048\u305f\u3088\u308a\u9ad8\u5ea6\u306a LiDAR \u30e6\u30cb\u30c3\u30c8\u3084\u3001\u5fae\u7d30\u306a\u8a73\u7d30\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3067\u304d\u308b\u9ad8\u89e3\u50cf\u5ea6\u306e\u30ab\u30e1\u30e9\u304c\u767b\u5834\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6539\u5584\u306b\u3088\u308a\u3001\u3053\u308c\u307e\u3067\u60f3\u50cf\u3082\u3067\u304d\u306a\u304b\u3063\u305f\u8a73\u7d30\u30ec\u30d9\u30eb\u3067\u306e\u5730\u5f62\u5206\u985e\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u8907\u96d1\u306a\u74b0\u5883\u306e\u3088\u308a\u6b63\u78ba\u306a\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406<\/h3>\n\n\n\n

                  \u8a08\u7b97\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308c\u3070\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u5f62\u5206\u985e\u304c\u3088\u308a\u5b9f\u73fe\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u672a\u77e5\u306e\u9818\u57df\u3092\u30aa\u30f3\u30b6\u30d5\u30e9\u30a4\u3067\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u81ea\u5f8b\u578b\u30c9\u30ed\u30fc\u30f3\u3084\u3001\u904b\u8ee2\u6226\u7565\u3092\u77ac\u6642\u306b\u8abf\u6574\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u8eca\u4e21\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u73fe\u5728\u306e\u7814\u7a76\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u6700\u9069\u5316\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u304a\u308a\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf (GPU \u3084\u30a8\u30c3\u30b8 AI \u30c1\u30c3\u30d7\u306a\u3069) \u3068\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0 \u30c7\u30fc\u30bf \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u5730\u5f62\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u985e\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                  \u4ed6\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u306e\u7d71\u5408<\/h3>\n\n\n\n

                  \u5730\u5f62\u5206\u985e\u306f\u3001\u4ed6\u306e\u65b0\u8208\u6280\u8853\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u3089\u306b\u5927\u304d\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                    \n
                  • \u62e1\u5f35\u73fe\u5b9f\uff08AR\uff09\uff1a<\/strong> \u73fe\u5834\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u516c\u5171\u4e8b\u696d\u4f5c\u696d\u54e1\u5411\u3051\u306b\u3001\u5730\u5f62\u30af\u30e9\u30b9\u3092\u30e9\u30a4\u30d6 \u30d3\u30e5\u30fc\u306b\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
                  • \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3:<\/strong> \u65b0\u3057\u3044\u5206\u985e\u3067\u7d99\u7d9a\u7684\u306b\u66f4\u65b0\u3055\u308c\u308b\u3001\u90fd\u5e02\u90e8\u307e\u305f\u306f\u5de5\u696d\u5730\u5e2f\u306e\u52d5\u7684\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 3D \u30e2\u30c7\u30eb\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n
                  • \u6c17\u5019\u5909\u52d5\u3078\u306e\u9069\u5fdc:<\/strong> \u90fd\u5e02\u8a08\u753b\u8005\u304c\u6d77\u9762\u4e0a\u6607\u3001\u7570\u5e38\u306a\u964d\u96e8\u3001\u690d\u751f\u30d1\u30bf\u30fc\u30f3\u306e\u5909\u5316\u306e\u5f71\u97ff\u3092\u30e2\u30c7\u30eb\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n

                    \u3053\u308c\u3089\u306e\u5206\u91ce\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u3069\u306e\u3088\u3046\u306a\u7a2e\u985e\u306e\u5730\u5f62\u3084\u8868\u9762\u3092\u6271\u3063\u3066\u3044\u308b\u304b\u3092\u6b63\u78ba\u306b\u77e5\u308b\u3053\u3068\u306e\u4fa1\u5024\u304c\u3055\u3089\u306b\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

                    \u7d50\u8ad6<\/h2>\n\n\n\n

                    \u5730\u5f62\u5206\u985e\u306f\u3001\u3088\u308a\u5b89\u5168\u306a\u9053\u8def\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306a\u30aa\u30d5\u30ed\u30fc\u30c9\u8eca\u3001\u52b9\u7387\u7684\u306a\u90fd\u5e02\u8a08\u753b\u306e\u57fa\u76e4\u3068\u306a\u308a\u307e\u3059\u3002\u751f\u30c7\u30fc\u30bf\u3092\u610f\u5473\u306e\u3042\u308b\u30ab\u30c6\u30b4\u30ea\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067 (\u5efa\u7269\u3068\u6728\u3001\u7802\u5229\u3068\u30a2\u30b9\u30d5\u30a1\u30eb\u30c8\u3092\u533a\u5225\u3059\u308b\u306a\u3069)\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30d7\u30e9\u30f3\u30ca\u30fc\u3001\u30ed\u30dc\u30c3\u30c8 \u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8a2d\u8a08\u306e\u6307\u91dd\u3001\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3001\u5b89\u5168\u6027\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u5f37\u529b\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30bb\u30f3\u30b5\u30fc\u3068\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u304c\u9032\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u985e\u304c\u65e5\u5e38\u7684\u306b\u306a\u308a\u3001\u4ea4\u901a\u3001\u90fd\u5e02\u958b\u767a\u306a\u3069\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9053\u304c\u958b\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

                    \u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n
                    \u5730\u5f62\u5206\u985e\u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong>

                    \u5730\u5f62\u5206\u985e\u3068\u306f\u3001\u5730\u9762\u3001\u5efa\u7269\u3001\u6a39\u6728\u3001\u6c34\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u5730\u8868\u307e\u305f\u306f\u7269\u4f53\u3092\u3001\u305d\u306e\u7269\u7406\u7684\u7279\u6027\u306b\u57fa\u3065\u3044\u3066\u5206\u985e\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3059\u3002\u751f\u306e\u30bb\u30f3\u30b5\u30fc \u30c7\u30fc\u30bf\u3092\u610f\u5473\u306e\u3042\u308b\u30ab\u30c6\u30b4\u30ea\u306b\u5909\u63db\u3057\u3001\u8a08\u753b\u3001\u8a2d\u8a08\u3001\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p> <\/div>

                    \u306a\u305c\u91cd\u8981\u306a\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong>

                    \u6b63\u78ba\u306a\u5730\u5f62\u5206\u985e\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3088\u308a\u5b89\u5168\u306a\u9053\u8def\u3092\u8a2d\u8a08\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u30aa\u30d5\u30ed\u30fc\u30c9\u74b0\u5883\u3067\u306e\u81ea\u5f8b\u8d70\u884c\u8eca\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5149\u30d5\u30a1\u30a4\u30d0\u30fc\u306e\u8a2d\u7f6e\u306a\u3069\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u90fd\u5e02\u8a08\u753b\u8005\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u74b0\u5883\u7814\u7a76\u3084\u305d\u306e\u4ed6\u306e\u7a7a\u9593\u5206\u6790\u306e\u57fa\u76e4\u3068\u3057\u3066\u3082\u6a5f\u80fd\u3057\u307e\u3059\u3002<\/p> <\/div>

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                    \u73fe\u4ee3\u306e\u5206\u985e\u3067\u306f\u3001LiDAR\u3001\u5199\u771f\u6e2c\u91cf\u6cd5\uff08\u30c9\u30ed\u30fc\u30f3\u307e\u305f\u306f\u885b\u661f\u306b\u3088\u308b\uff09\u3001360 \u5ea6\u30ab\u30e1\u30e9\u304c\u5229\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u53e4\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u5730\u5f62\u56f3\u3084\u73fe\u5730\u8abf\u67fb\u304c\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u9ad8\u89e3\u50cf\u5ea6\u306e\u30bb\u30f3\u30b5\u30fc\u306b\u3088\u308a\u3001\u3088\u308a\u8a73\u7d30\u3067\u30bf\u30a4\u30e0\u30ea\u30fc\u306a\u60c5\u5831\u304c\u63d0\u4f9b\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p> <\/div>

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                    \u30b5\u30dd\u30fc\u30c8 \u30d9\u30af\u30bf\u30fc \u30de\u30b7\u30f3 (SVM)\u3001\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (CNN)\u3001\u9023\u60f3\u30de\u30eb\u30b3\u30d5 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (AMN) \u306a\u3069\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u30e9\u30d9\u30eb\u4ed8\u3051\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u6a19\u9ad8\u3001\u30ed\u30fc\u30ab\u30eb\u5f62\u72b6\u3001\u30dd\u30a4\u30f3\u30c8\u306e\u5206\u5e03\u306a\u3069\u306e\u7279\u5fb4\u3092\u4f7f\u7528\u3057\u3066\u3001\u6700\u3082\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u5730\u5f62\u30ab\u30c6\u30b4\u30ea\u3092\u4e88\u6e2c\u3057\u307e\u3059\u3002<\/p> <\/div>

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                    \u81ea\u52d5\u904b\u8ee2\u8eca\u306f\u3001\u8def\u9762\u306e\u7c97\u3055\u3001\u690d\u751f\u3001\u969c\u5bb3\u7269\u3092\u8a8d\u8b58\u3057\u3001\u901f\u5ea6\u3001\u30b5\u30b9\u30da\u30f3\u30b7\u30e7\u30f3\u3001\u7d4c\u8def\u8a08\u753b\u3092\u8abf\u6574\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7279\u306b\u6574\u5099\u304c\u884c\u304d\u5c4a\u3044\u3066\u3044\u306a\u3044\u9053\u8def\u3084\u8217\u88c5\u3055\u308c\u3066\u3044\u306a\u3044\u9053\u8def\u3067\u306e\u5b89\u5168\u6027\u3068\u5feb\u9069\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p> <\/div>

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                    \u3088\u304f\u3042\u308b\u554f\u984c\u3068\u3057\u3066\u306f\u3001\u30ce\u30a4\u30ba\u306e\u591a\u3044\u30c7\u30fc\u30bf\u3001\u4e00\u8cab\u6027\u306e\u306a\u3044\u30dd\u30a4\u30f3\u30c8\u5bc6\u5ea6\u3001\u6975\u7aef\u306a\u6c17\u8c61\u6761\u4ef6\u3001\u30c8\u30f3\u30cd\u30eb\u3084\u53cd\u5c04\u9762\u306a\u3069\u306e\u30a8\u30c3\u30b8\u30b1\u30fc\u30b9\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u5927\u898f\u6a21\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306f\u3001\u4f55\u767e\u4e07\u3082\u306e\u30c7\u30fc\u30bf \u30dd\u30a4\u30f3\u30c8\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u304b\u306a\u308a\u306e\u51e6\u7406\u80fd\u529b\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p> <\/div>

                    \u30c7\u30fc\u30bf\u306f\u4ed6\u306e\u30c4\u30fc\u30eb\u306b\u3069\u306e\u3088\u3046\u306b\u7d71\u5408\u3055\u308c\u307e\u3059\u304b?<\/strong>

                    \u5206\u985e\u3055\u308c\u305f\u5730\u5f62\u30c7\u30fc\u30bf\u306f\u901a\u5e38\u3001GIS (\u5730\u7406\u60c5\u5831\u30b7\u30b9\u30c6\u30e0) \u307e\u305f\u306f CAD (\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a2d\u8a08) \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u5165\u529b\u3055\u308c\u3001\u5c02\u9580\u5bb6\u304c\u9053\u8def\u3001\u516c\u5171\u8a2d\u5099\u3001\u81ea\u7136\u306e\u7279\u5fb4\u3092\u542b\u3080\u30ec\u30a4\u30e4\u30fc\u3092\u3059\u3079\u3066 1 \u304b\u6240\u3067\u8996\u899a\u5316\u304a\u3088\u3073\u64cd\u4f5c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p> <\/div>

                    \u5c06\u6765\u306f\u3069\u3046\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong>

                    \u30bb\u30f3\u30b5\u30fc\u306f\u3088\u308a\u6b63\u78ba\u306b\u306a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u307e\u3059\u307e\u3059\u52b9\u7387\u7684\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5730\u5f62\u5206\u985e\u304c\u3055\u3089\u306b\u666e\u53ca\u3057\u3001\u30b9\u30de\u30fc\u30c8 \u30b7\u30c6\u30a3\u3001\u9ad8\u5ea6\u306a\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3001\u707d\u5bb3\u5bfe\u5fdc\u306e\u53d6\u308a\u7d44\u307f\u306b\u304a\u3051\u308b\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p> <\/div> <\/div>","protected":false},"excerpt":{"rendered":"

                    Terrain classification is the process of categorizing and mapping different types of landscapes or surfaces based on their physical characteristics. While it might sound like a niche subject, this field has a surprisingly broad impact on engineering, transportation, urban planning, and even robotics. In essence, terrain classification lays the groundwork for how we build highways, design autonomous vehicles, plan construction projects, and manage natural resources. In this article, we\u2019ll explore what terrain classification is, why it matters, and how experts approach it in real-world scenarios. Let\u2019s begin with a fundamental understanding: terrain classification helps experts see patterns and make decisions based on what kind of ground or environment they\u2019re dealing […]<\/p>\n","protected":false},"author":5,"featured_media":173816,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-173815","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles"],"acf":[],"yoast_head":"\nEssential Guide to Terrain Classification<\/title>\n<meta name=\"description\" content=\"Discover how terrain classification drives better roads, robotics, and planning with proven methods, real-world examples, and cutting-edge insights.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/flypix.ai\/ja\/terrain-classification\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Essential Guide to Terrain Classification\" \/>\n<meta property=\"og:description\" content=\"Discover how terrain classification drives better roads, robotics, and planning with proven methods, real-world examples, and cutting-edge insights.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/flypix.ai\/ja\/terrain-classification\/\" \/>\n<meta property=\"og:site_name\" content=\"Flypix\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-09T11:44:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-09T11:44:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/flypix.ai\/wp-content\/uploads\/2025\/02\/1-6-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1704\" 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