{"id":1643754,"date":"2025-09-19T10:48:30","date_gmt":"2025-09-19T01:48:30","guid":{"rendered":"https:\/\/www.hanwhavision.com\/?post_type=hws_case_study&#038;p=1643754"},"modified":"2025-09-19T10:57:56","modified_gmt":"2025-09-19T01:57:56","slug":"%ec%9b%a8%ec%8a%a4%ed%84%b4-%eb%af%b8%ec%8b%9c%ea%b0%84-%eb%8c%80%ed%95%99%ea%b5%90","status":"publish","type":"hws_case_study","link":"https:\/\/www.hanwhavision.com\/ko\/solutions\/case-study\/1643754\/","title":{"rendered":"\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/hanwhavisionamerica.com\/wp-content\/uploads\/2025\/05\/CA_34_Western_Michigan_University-V4.1_GEO.webp\" alt=\"\" class=\"wp-image-39787\"\/><\/figure>\n\n\n\n<div class=\"wp-article-quote-block\">\n\t\t<h3 class=\"quote-body\">\u201c\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50\ub294 4K 4\ucc44\ub110 \uba40\ud2f0\ub514\ub809\uc154\ub110 \uce74\uba54\ub77c\ub97c \ub3c4\uc785\ud55c \uc138\uacc4 \ucd5c\ucd08\uc758 \ub300\ud559 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uace0\ud488\uc9c8 \uc13c\uc11c\ub97c \uae30\ubc18\uc73c\ub85c \ub300\ubd80\ubd84\uc758 AI \uce74\uba54\ub77c\ubcf4\ub2e4 \ub354 \ub192\uc740 \uc704\uce58\uc5d0 \uc124\uce58\ud560 \uc218 \uc788\uc5b4, \ud6e8\uc52c \ub113\uc740 \ubaa8\ub2c8\ud130\ub9c1 \uc601\uc5ed\uc744 \ud655\ubcf4\ud558\uba74\uc11c\ub3c4 \uae30\ub300 \uc774\uc0c1\uc73c\ub85c \ub6f0\uc5b4\ub09c AI \uae30\ub2a5\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u201d<\/h3>\n\t\t\n\t\t<div class=\"quote-by p3\">\n\t\t\t\t<div class=\"name\">\ub9e4\ud2b8 \ud398\uc774\uc9c0(Matt Page)<\/div>\n\t\t\n\t\t\t\t<div class=\"company\">\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50 \uacbd\ucc30\uc11c \uc2dc\uc124 \ubcf4\uc548 \ucd1d\uad04 (\uacbd\uc704)<\/div>\n\t\t\t<\/div>\n\t<\/div>\n\n\n\n\n<p>\ubbf8\uad6d \ubbf8\uc2dc\uac04\uc8fc \uce7c\ub77c\ub9c8\uc8fc(Kalamazoo)\uc5d0 \uc704\uce58\ud55c \uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50(Western Michigan University, WMU)\ub294 15,000\uba85 \uc774\uc0c1\uc758 \ud559\uc0dd\uacfc 5,000\uc5ec \uba85\uc758 \uad50\uc9c1\uc6d0\uc774 \ud568\uaed8 \uc0dd\ud65c\ud558\ub294 \uc8fc\ub9bd\ub300\ud559\uc774\ub2e4. WMU\ub294 \ucea0\ud37c\uc2a4 \uc678\ubd80 \uba74\uc801 \uc911 \uc601\uc0c1\ubcf4\uc548 \uce74\uba54\ub77c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ub418\ub294 \ube44\uc728\uc774 5%\uc5d0\ub3c4 \ubbf8\uce58\uc9c0 \ubabb\ud55c\ub2e4\ub294 \uc0ac\uc2e4\uc744 \ud655\uc778\ud558\uba70, \ubcf4\uc548 \uc778\ud504\ub77c \uac1c\uc120\uc758 \ud544\uc694\uc131\uc744 \uc778\uc2dd\ud558\uac8c \ub418\uc5c8\ub2e4.<\/p>\n\n\n\n<p>\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50 \uacbd\ucc30\uc11c\uc5d0\uc11c \uc2dc\uc124 \ubcf4\uc548\uc744 \ucd1d\uad04\ud558\ub294 \ub9e4\ud2b8 \ud398\uc774\uc9c0(Matt Page) \uacbd\uc704\ub294 \u201c\uc6b0\ub9ac\uc758 \ucd5c\uc885 \ubaa9\ud45c\ub294 \uc548\uc804\ud55c \ucea0\ud37c\uc2a4\ub97c \ub9cc\ub4dc\ub294 \uac83\uc785\ub2c8\ub2e4\u201d\ub77c\uba70, \u201c\ucea0\ud37c\uc2a4\ub97c \ucc3e\ub294 \ud559\uc0dd, \uad50\uc9c1\uc6d0, \uadf8\ub9ac\uace0 \ubc29\ubb38\uac1d\ub4e4\uc758 \ubcf4\uc548\uacfc \uc548\uc804\uc774 \ubb34\uc5c7\ubcf4\ub2e4 \ucd5c\uc6b0\uc120\uc785\ub2c8\ub2e4\u201d\ub77c\uace0 \uac15\uc870\ud588\ub2e4.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Western Michigan University | Hanwha Vision Customer Stories\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/DKOc206ZZmM?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>WMU\ub294 \ucd5c\uadfc <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span>\uc758 \uc640\uc774\uc988\ub137 \uc6e8\uc774\ube0c(Wisenet WAVE) VMS\uc640 PNM-C32083R 4K 4\ucc44\ub110 \uba40\ud2f0\ub514\ub809\uc154\ub110 \uce74\uba54\ub77c \ubaa8\ub378\uc744 \uc911\uc2ec\uc73c\ub85c, 500\ub300 \uc774\uc0c1 \uce74\uba54\ub77c\ub97c \ub3c4\uc785\ud558\ub294 \ub300\uaddc\ubaa8 \ubcf4\uc548 \uc5c5\uadf8\ub808\uc774\ub4dc \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \ucd94\uc9c4\ud588\ub2e4.<\/p>\n\n\n\n<p>\uc774\uc804\uae4c\uc9c0 WMU \uacf5\uacf5\ubcf4\uc548 \ubd80\uc11c\ub294 \ud1b5\ud569\uc131, \ud655\uc7a5\uc131, \uace0\uae09 \uae30\ub2a5\uc774 \ubd80\uc871\ud55c \uad6c\uc2dd \uc2e4\ub0b4 \uce74\uba54\ub77c\uc640 \ub808\uac70\uc2dc VMS\uc5d0 \uc758\uc874\ud558\uace0 \uc788\uc5c8\ub2e4. \ud2b9\ud788 \uc678\ubd80 \uce74\uba54\ub77c\uc758 \ubd80\uc7ac\ub294 \uad50\ud1b5\ub7c9\uc774 \ub9ce\uc740 \uacf5\uacf5 \uad6c\uc5ed\uc5d0 \uc0ac\uac01\uc9c0\ub300\ub97c \ub9cc\ub4e4\uc5c8\uace0, \uc774\ub85c \uc778\ud574 \uc0c1\ud669 \uc778\uc2dd\uc774 \uc81c\ud55c\ub418\uba70 \ucea0\ud37c\uc2a4\ub294 \uc808\ub3c4\uc640 \uc548\uc804\uc0ac\uace0\uc5d0 \ucde8\uc57d\ud560 \uc218\ubc16\uc5d0 \uc5c6\uc5c8\ub2e4.<\/p>\n\n\n\n<p>\ub610\ud55c \uc9e7\uc740 \uc800\uc7a5 \uae30\uac04, \ub192\uc740 \uad6c\ub3c5 \ube44\uc6a9, \uadf8\ub9ac\uace0 \ubd84\ub9ac\ub41c \uc5ec\ub7ec \uc2dc\uc2a4\ud15c\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \ub530\ub974\ub294 \uc5b4\ub824\uc6c0\ub3c4 \uc788\uc5c8\ub2e4. \uc774\uc5d0 \ub530\ub77c WMU\uc5d0\ub294 \ucee4\ubc84\ub9ac\uc9c0 \ud655\ub300, \ub808\uac70\uc2dc \uc7a5\ube44 \ud1b5\ud569, \uc6b4\uc601 \ube44\uc6a9 \uc808\uac10\uc740 \ubb3c\ub860, \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ud6a8\uc728\uc801\uc778 \uc218\uc0ac\ub97c \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uace0\uae09 AI \ubd84\uc11d \uae30\ub2a5\uc744 \uac16\ucd98 \ud1b5\ud569 \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud588\ub2e4.<\/p>\n\n\n\n<p>\uc5ec\ub7ec \uc5c5\uccb4\uc5d0 \ub300\ud55c \ucca0\uc800\ud55c \ud3c9\uac00 \ub05d\uc5d0, WMU\ub294 <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span>\uc758 \uace0\ud574\uc0c1\ub3c4 \uce74\uba54\ub77c\ub97c \ub3c4\uc785\ud574 \ucea0\ud37c\uc2a4 \uc678\ubd80, \uc8fc\ucc28\uc7a5, \ucd9c\uc785\uad6c\uc5d0 \uc804\ub7b5\uc801\uc73c\ub85c \ubc30\uce58\ud588\ub2e4. \ub610\ud55c \uc8fc\uc694 \ucd9c\uc785\uad6c\uc5d0\ub294 \ubc88\ud638\ud310 \uc778\uc2dd(License Plate Recognition, LPR) \uc9c0\uc6d0 \uce74\uba54\ub77c\ub97c \uc124\uce58\ud574 \uc218\uc0ac \uc5ed\ub7c9\uc744 \ud55c\uce35 \uac15\ud654\ud588\ub2e4.<\/p>\n\n\n\n<p>\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50 \uacbd\ucc30\uc11c\uc7a5 \uacb8 \uacf5\uacf5\ubcf4\uc548 \ub514\ub809\ud130\uc778 \uc2a4\ucf67 \uba40\ub85c(Scott Merlo)\ub294 \u201c\uc0c8\ub86d\uac8c \ub3c4\uc785\ud55c \uce74\uba54\ub77c \uc2dc\uc2a4\ud15c \ub355\ubd84\uc5d0 \ucea0\ud37c\uc2a4 \ub0b4 \uc8fc\uc694 \ubc94\uc8c4\uc600\ub358 \uc808\ub3c4 \uc0ac\uac74 \ub300\ubd80\ubd84\uc744 \ud574\uacb0\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\uc81c\ub294 \ud53c\ud574 \ud559\uc0dd\uc774 \ub204\uad6c\uc778\uc9c0 \ud655\uc778\ud558\uae30 \uc804\ubd80\ud130 \uc0ac\uac74\uc5d0 \uc0ac\uc804 \ub300\uc751\ud558\uace0, \ud604\ud589\ubc94\uc744 \uc989\uc2dc \uac80\uac70\ud560 \uc218 \uc788\ub294 \uc218\uc900\uc5d0 \ub3c4\ub2ec\ud588\uc2b5\ub2c8\ub2e4\u201d\ub77c\uace0 \ub9d0\ud588\ub2e4.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-article-paragraph-image-block \" >\n\t<div class=\"content-container\">\n\t\t\n\t\t<div class=\"paragraph-image-block reversed\">\n\t\t\t\t\t\t<div class=\"image-cell image-size-small\">\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/PNM-C32083RVQC16083RVQ_white_01_M-2-600x600.png\" alt=\"\"  \/>\n\t\t\t<\/div>\t\t\t\t\t\t\n\t\t\t\t\t\t<div class=\"text-cell\">\t\t\t\t<p class=\"mb-0 \">WMU\uac00 <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span>\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \uc788\uc5b4 \uacb0\uc815\uc801\uc778 \uc694\uc778\uc740 \ubc14\ub85c WAVE VMS\uc600\ub2e4. \uc0c8\ub85c\uc6b4 <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span> \uce74\uba54\ub77c\uc640 \uae30\uc874 \ub808\uac70\uc2dc \ubaa8\ub378\uc744 \ud558\ub098\uc758 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ud1b5\ud569\ud560 \uc218 \uc788\uc5c8\uae30 \ub54c\ubb38\uc774\ub2e4. \uacbd\ucc30\uad00\uacfc \uc9c1\uc6d0\ub4e4\uc740 \ucd5c\uc18c\ud55c\uc758 \uae30\uc220 \uad50\uc721\ub9cc\uc73c\ub85c\ub3c4 WAVE\uac00 \uac04\ub2e8\ud558\uace0 \uc9c1\uad00\uc801\uc774\ub77c \uc601\uc0c1 \uc99d\uac70\ub97c \uac80\uc0c9, \uac80\ud1a0, \uacf5\uc720\ud558\ub294 \uacfc\uc815\uc774 \ud6e8\uc52c \uc6a9\uc774\ud558\ub2e4\uace0 \ud3c9\uac00\ud588\ub2e4.<br \/>\r\n<br \/>\r\nWMU\ub294 WAVE VMS \ub3c4\uc785\uc744 \ud1b5\ud574 \uc77c\ud68c\uc131 \ub77c\uc774\uc120\uc2a4 \ubaa8\ub378\ub85c \uc804\ud658\ud568\uc73c\ub85c\uc368 \ubc18\ubcf5\uc801\uc778 \uad6c\ub3c5\ub8cc \ubd80\ub2f4\uc744 \uc5c6\uc574\ub2e4. \ub610\ud55c WAVE\ub294 \uc800\uc7a5 \uc6a9\ub7c9 \ud655\uc7a5\uc744 \uc9c0\uc6d0\ud574 \uae30\uc874\uc5d0\ub294 7~10\uc77c\uac04\ub9cc \ubcf4\uad00\ud558\ub358 \uc601\uc0c1\uc744 \ucd5c\uc18c 30\uc77c \uc774\uc0c1 \uc800\uc7a5\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc73c\uba70, 90\uc77c \uc774\ud6c4 \ub370\uc774\ud130\ub294 \uc790\ub3d9 \uc0ad\uc81c\ub418\ub294 \ub4f1 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \ub192\uc774\ub294 \uc7a5\uc810\uc744 \uc81c\uacf5\ud55c\ub2e4.<br \/>\r\n<\/p>\n\t\t\t<\/div>\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n<p>\ubcf4\uc548 \uc5c5\uadf8\ub808\uc774\ub4dc\uc758 \ud6a8\uacfc\ub294 \uadf9\uc801\uc73c\ub85c \ub4dc\ub7ec\ub098\uace0 \uc788\ub2e4. \uc678\ubd80 \uce74\uba54\ub77c\uc758 \ubaa8\ub2c8\ud130\ub9c1 \ucee4\ubc84\ub9ac\uc9c0\uac00 5% \ubbf8\ub9cc\uc5d0\uc11c 90% \uc774\uc0c1\uc73c\ub85c \ud655\ub300\ub418\uc5c8\uc73c\uba70, \ucea0\ud37c\uc2a4 \uc804\uc5ed\uc758 \ubaa8\ub2c8\ud130\ub9c1 \ud654\uba74 \uc218\ub3c4 2,500~3,000\uac1c\ub85c \ub450 \ubc30 \uc774\uc0c1 \ud68d\uae30\uc801\uc73c\ub85c \uc99d\uac00\ud588\ub2e4.<\/p>\n\n\n\n<p>\ud398\uc774\uc9c0 \uacbd\uc704\ub294 \u201c\uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50\ub294 4K 4\ucc44\ub110 \uba40\ud2f0\ub514\ub809\uc154\ub110 \uce74\uba54\ub77c\ub97c \ub3c4\uc785\ud55c \uc138\uacc4 \ucd5c\ucd08\uc758 \ub300\ud559 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uace0\ud488\uc9c8 \uc13c\uc11c\ub97c \uae30\ubc18\uc73c\ub85c \ub300\ubd80\ubd84\uc758 AI \uce74\uba54\ub77c\ubcf4\ub2e4 \ub354 \ub192\uc740 \uc704\uce58\uc5d0 \uc124\uce58\ud560 \uc218 \uc788\uc5b4, \ud6e8\uc52c \ub113\uc740 \ubaa8\ub2c8\ud130\ub9c1 \uc601\uc5ed\uc744 \ud655\ubcf4\ud558\uba74\uc11c\ub3c4 \uae30\ub300 \uc774\uc0c1\uc73c\ub85c \ub6f0\uc5b4\ub09c AI \uae30\ub2a5\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4\u201d\ub77c\uace0 \ud3c9\uac00\ud588\ub2e4.<\/p>\n\n\n\n<p>\uc0c8\ub85c\uc6b4 \uc2dc\uc2a4\ud15c\uc740 \ubc94\uc8c4 \uc608\ubc29\uacfc \ub300\uc751 \uc2dc\uac04\uc744 \uac1c\uc120\ud588\uc744 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \ub192\uc740 \uc720\uc5f0\uc131\uc744 \ubc14\ud0d5\uc73c\ub85c \uacf5\uacf5\ubcf4\uc548 \ubd80\uc11c\uac00 \uc870\uacbd \uad00\ub9ac\ub098 \uc2dd\ub2f9 \uc11c\ube44\uc2a4 \ub4f1 \ub2e4\uc591\ud55c \ucea0\ud37c\uc2a4 \ubd80\uc11c\uc5d0 \uc5ed\ud560\uc744 \uae30\ubc18\uc73c\ub85c \uc601\uc0c1 \uc811\uadfc \uad8c\ud55c\uc744 \ubd80\uc5ec\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\ub2e4.<\/p>\n\n\n\n<p>\uc2e4\uc81c\ub85c \uc2dd\ub2f9 \uc778\uadfc\uc5d0\uc11c \ubc1c\uc0dd\ud55c \uc790\uc804\uac70 \uc808\ub3c4 \uc0ac\uac74\uc740 AI \uacbd\ubcf4, \uac1d\uccb4 \ucd94\uc801, LPR \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \uc2e0\uc18d\ud788 \ud574\uacb0\ub418\uc5c8\ub2e4. \ub610\ud55c \uc6c0\uc9c1\uc784 \uae30\ubc18 AI \uc54c\ub78c\uc740 \uacbd\ucc30\uad00\ub4e4\uc774 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc6a9\uc758\uc790\ub97c \uccb4\ud3ec\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud574, \uc7ac\uc0b0 \uc190\uc2e4\uc744 \uc608\ubc29\ud558\ub294 \uc131\uacfc\ub97c \uac70\ub450\uae30\ub3c4 \ud588\ub2e4.<\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1643792\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_3-1024x576-2.webp\" alt=\"\" class=\"wp-image-1643792\" srcset=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_3-1024x576-2.webp 1024w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_3-1024x576-2-600x338.webp 600w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_3-1024x576-2-768x432.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1643800\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_7-1024x576-2.webp\" alt=\"\" class=\"wp-image-1643800\" srcset=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_7-1024x576-2.webp 1024w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_7-1024x576-2-600x338.webp 600w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_7-1024x576-2-768x432.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"1643808\" src=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_5-1024x576-2.webp\" alt=\"\" class=\"wp-image-1643808\" srcset=\"https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_5-1024x576-2.webp 1024w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_5-1024x576-2-600x338.webp 600w, https:\/\/www.hanwhavision.com\/wp-content\/uploads\/2025\/09\/wgu_5-1024x576-2-768x432.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\uc774\ub294 \ube44\ubc88 \ud615\uc0ac\ub4e4\uc774 \uce74\uba54\ub77c\uc758 AI \uae30\ubc18 \uc6c0\uc9c1\uc784 \uc13c\uc11c\ub85c\ubd80\ud130 \ubc1c\uc0dd\ud55c \uc774\uba54\uc77c \uc54c\ub9bc\uc744 \uc218\uc2e0\ud588\uae30 \ub54c\ubb38\uc5d0 \uac00\ub2a5\ud588\ub2e4. \ud574\ub2f9 \uce74\uba54\ub77c\ub294 \uacfc\uac70 \uc808\ub3c4\uac00 \uc5ec\ub7ec \ucc28\ub840 \ubc1c\uc0dd\ud588\ub358 \uc790\uc804\uac70 \uac70\uce58\ub300 \uc778\uadfc\uc5d0\uc11c \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \uc0ac\ub78c\uc744 \uac10\uc9c0\ud55c \uac83\uc774\ub2e4.<\/p>\n\n\n\n<p>\ud398\uc774\uc9c0 \uacbd\uc704\ub294 \u201cAI \uae30\ub2a5\uc774 \uc5c6\uc5c8\uac70\ub098 WAVE VMS\uc5d0 \ub0b4\uc7a5\ub41c \uc54c\ub78c \uc2dc\uc2a4\ud15c\uc774 \uc5c6\uc5c8\ub2e4\uba74, \ud574\ub2f9 \uc790\uc804\uac70\ub294 \uacb0\uad6d \ucea0\ud37c\uc2a4\uc5d0\uc11c \ub3c4\ub09c\ub2f9\ud574 \uc8fc\uc778\uc5d0\uac8c \ub3cc\uc544\uc624\uc9c0 \ubabb\ud588\uc744 \uac83\uc785\ub2c8\ub2e4\u201d\ub77c\uace0 \ub9d0\ud588\ub2e4.<\/p>\n\n\n\n<p>\ucea0\ud37c\uc2a4 \uc11c\ube44\uc2a4 \ubd80\uc11c \uc5ed\uc2dc \uc774 \uc2dc\uc2a4\ud15c\uc744 \uc801\uadf9\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uace0 \uc788\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc870\uacbd\ud300\uc740 \uc2e4\uc2dc\uac04 \uce74\uba54\ub77c \uc601\uc0c1\uc744 \ud1b5\ud574 \ube59\ud310 \uc81c\uac70\ub97c \ube44\ub86f\ud574 \uc794\ub514\ub098 \uc778\ub3c4\uc758 \uc720\uc9c0\ubcf4\uc218 \ud544\uc694 \uc5ec\ubd80\ub97c \uc989\uc2dc \ud655\uc778\ud560 \uc218 \uc788\ub2e4.<\/p>\n\n\n\n<p>WMU\ub294 \uae30\uc874 \uce74\uba54\ub77c\ub97c <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span> \ubaa8\ub378\ub85c \uc810\uc9c4\uc801\uc73c\ub85c \uad50\uccb4\ud558\uace0 \uad11\uc5ed \ubaa8\ub2c8\ud130\ub9c1\uacfc \uc218\uc0ac\uc6a9\uc73c\ub85c \uace0\uae09 PTZ \uce74\uba54\ub77c\ub97c \ucd94\uac00 \ub3c4\uc785\ud560 \uacc4\ud68d\uc774\ub2e4. \uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50\uc758 <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span> WAVE VMS\uc640 AI \uae30\ubc18 \uce74\uba54\ub77c\uc5d0 \ub300\ud55c \ud22c\uc790\ub294 \ucea0\ud37c\uc2a4 \ubcf4\uc548 \uc811\uadfc \ubc29\uc2dd\uc744 \ud601\uc2e0\ud574 \uac00\uc2dc\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub3d9\uc2dc\uc5d0, \ud559\uc0dd, \uad50\uc218\uc9c4, \uad50\uc9c1\uc6d0, \ubc29\ubb38\uac1d \ubaa8\ub450\uc5d0\uac8c \ub354 \uc548\uc804\ud55c \ud658\uacbd\uc744 \uc870\uc131\ud558\uace0 \uc788\ub2e4.<\/p>\n\n\n\n<p>\uba40\ub85c \uacbd\ucc30\uc11c\uc7a5\uc740 \u201c\ubd80\ubaa8\ub2d8\ub4e4\uacfc \uc774\uc57c\uae30\ub97c \ub098\ub204\ub2e4 \ubcf4\uba74, \uc790\ub140\uc758 \ucea0\ud37c\uc2a4 \uc0dd\ud65c\uc5d0\uc11c \uac00\uc7a5 \ud070 \uc6b0\ub824\ub294 \uc5b8\uc81c\ub098 \uc548\uc804\uc785\ub2c8\ub2e4. \uc774\uc81c <span class=\"hwFont\">\ud55c\ud654\ube44\uc804<\/span> \uc601\uc0c1\ubcf4\uc548 \uc2dc\uc2a4\ud15c \ub355\ubd84\uc5d0, \uc790\ub140\ub4e4\uc774 \uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50 \ucea0\ud37c\uc2a4\uc5d0\uc11c \uc548\uc804\ud558\uac8c \uc0dd\ud65c\ud558\uace0 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \ubd80\ubaa8\ub2d8\ub4e4\uc774 \uc808\ub300\uc801\uc73c\ub85c \uc2e0\ub8b0\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4\u201d\ub77c\uace0 \uac15\uc870\ud588\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ubbf8\uad6d \ubbf8\uc2dc\uac04\uc8fc \uce7c\ub77c\ub9c8\uc8fc(Kalamazoo)\uc5d0 \uc704\uce58\ud55c \uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50(Western Michigan University, WMU)\ub294 15,000\uba85 \uc774\uc0c1\uc758 \ud559\uc0dd\uacfc 5,000\uc5ec \uba85\uc758 \uad50\uc9c1\uc6d0\uc774 \ud568\uaed8 \uc0dd\ud65c\ud558\ub294 \uc8fc\ub9bd\ub300\ud559\uc774\ub2e4. WMU\ub294 \ucea0\ud37c\uc2a4 \uc678\ubd80 \uba74\uc801 \uc911 \uc601\uc0c1\ubcf4\uc548 \uce74\uba54\ub77c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ub418\ub294 \ube44\uc728\uc774 5%\uc5d0\ub3c4 \ubbf8\uce58\uc9c0 \ubabb\ud55c\ub2e4\ub294 \uc0ac\uc2e4\uc744 \ud655\uc778\ud558\uba70, \ubcf4\uc548 \uc778\ud504\ub77c \uac1c\uc120\uc758 \ud544\uc694\uc131\uc744 \uc778\uc2dd\ud558\uac8c \ub418\uc5c8\ub2e4. \uc6e8\uc2a4\ud134 \ubbf8\uc2dc\uac04 \ub300\ud559\uad50 \uacbd\ucc30\uc11c\uc5d0\uc11c \uc2dc\uc124 \ubcf4\uc548\uc744 \ucd1d\uad04\ud558\ub294 \ub9e4\ud2b8 \ud398\uc774\uc9c0(Matt Page) \uacbd\uc704\ub294 \u201c\uc6b0\ub9ac\uc758 \ucd5c\uc885 \ubaa9\ud45c\ub294 \uc548\uc804\ud55c \ucea0\ud37c\uc2a4\ub97c [&hellip;]<\/p>\n","protected":false},"featured_media":1643818,"template":"","hws_case_study_cat":[28],"hws_case_study_country":[169],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1643754"}],"collection":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study"}],"about":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/types\/hws_case_study"}],"version-history":[{"count":14,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1643754\/revisions"}],"predecessor-version":[{"id":1643828,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study\/1643754\/revisions\/1643828"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/media\/1643818"}],"wp:attachment":[{"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/media?parent=1643754"}],"wp:term":[{"taxonomy":"hws_case_study_cat","embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study_cat?post=1643754"},{"taxonomy":"hws_case_study_country","embeddable":true,"href":"https:\/\/www.hanwhavision.com\/ko\/wp-json\/wp\/v2\/hws_case_study_country?post=1643754"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}