{"id":1543,"date":"2021-06-17T16:33:02","date_gmt":"2021-06-17T16:33:02","guid":{"rendered":"https:\/\/adaptiverecognition.com\/4-ways-anpr-contributes-to-better-living-in-smart-cities\/"},"modified":"2025-08-13T06:53:12","modified_gmt":"2025-08-13T06:53:12","slug":"anpr-in-smart-cities","status":"publish","type":"post","link":"https:\/\/adaptiverecognition.com\/hu\/blog\/traffic-transportation\/anpr-in-smart-cities\/","title":{"rendered":"4 m\u00f3d, ahogyan az ANPR hozz\u00e1j\u00e1rul a jobb \u00e9lethez az okosv\u00e1rosokban"},"content":{"rendered":"

Manaps\u00e1g sokat haszn\u00e1ljuk az \u201eokos\u201d sz\u00f3t a k\u00f6vetkez\u0151 gener\u00e1ci\u00f3s technol\u00f3gia jel\u00f6l\u00e9s\u00e9re, ahol az inform\u00e1ci\u00f3t z\u00f6kken\u0151mentesen r\u00f6gz\u00edtik, tov\u00e1bb\u00edtj\u00e1k \u00e9s hasznos\u00edtj\u00e1k, hogy az emberek \u00e9lete m\u00e9g k\u00e9nyelmesebb legyen. A mobiltelefonok, az aut\u00f3k, s\u0151t m\u00e9g a h\u0171t\u0151szekr\u00e9nyek is \u201eokos\u201d m\u00e1rkajelz\u00e9ssel \u00e9rkeznek. Manaps\u00e1g m\u00e1r a v\u00e1rosok is okoss\u00e1 v\u00e1lnak<\/a>. Ezek az okos v\u00e1rosok technol\u00f3giai \u00e9s \u00e9p\u00edt\u00e9szeti csod\u00e1k, \u00edgy nem meglep\u0151, hogy a k\u00f6zv\u00e9lem\u00e9ny is felfigyelt r\u00e1juk. Ugyanakkor sokakat arra is k\u00e9sztetett, hogy elgondolkodjanak azon, pontosan mi is az az okos v\u00e1ros.<\/p>\n\n\n\n

A r\u00f6vid v\u00e1lasz az, hogy ez egy olyan v\u00e1ros, amely cs\u00facstechnol\u00f3gi\u00e1s, technol\u00f3gia \u00e1ltal vez\u00e9relt strukt\u00far\u00e1kb\u00f3l \u00e1ll, amelyek mobilh\u00e1l\u00f3zatokon kereszt\u00fcl kapcsol\u00f3dnak egym\u00e1shoz, hogy fenntarthat\u00f3bb \u00e9s jobb \u00e9let\u00e9lm\u00e9nyt ny\u00fajtsanak. A hossz\u00fa v\u00e1lasz\u00e9rt olvass tov\u00e1bb.<\/p>\n\n\n\n

Mi az az okos v\u00e1ros?<\/h2>\n\n\n\n

B\u00e1r az okos v\u00e1ros kifejez\u00e9s \u00faj, az \u00f6tlet nem az. Az \u00f3kori r\u00f3maiak is a technol\u00f3giai szintj\u00fcket haszn\u00e1lt\u00e1k arra, hogy k\u00f6nnyebb\u00e9 \u00e9s fenntarthat\u00f3bb\u00e1 tegy\u00e9k az \u00e9letet. A modern korban az okos v\u00e1ros kifejez\u00e9s olyan \u00f6nkorm\u00e1nyzatokat \u00edr le, amelyek technol\u00f3gi\u00e1t haszn\u00e1lnak a lak\u00f3ik probl\u00e9m\u00e1inak megold\u00e1s\u00e1ra \u00e9s k\u00fcl\u00f6nf\u00e9le szolg\u00e1ltat\u00e1sok ny\u00fajt\u00e1s\u00e1ra. Egy okos v\u00e1rosban gyakorlatilag minden a dolgok internet\u00e9hez (IoT) kapcsol\u00f3dik, hogy cs\u00f6kkentse a pazarl\u00e1st, maximaliz\u00e1lja a gazdas\u00e1got, jav\u00edtsa a lak\u00f3k \u00e9let\u00e9t, \u00e9s e kapcsol\u00f3d\u00e1s r\u00e9v\u00e9n \u00f6szt\u00f6n\u00f6zze a t\u00e1rsadalmi befogad\u00e1st. Emellett az okos v\u00e1ros jav\u00edtja a k\u00f6zleked\u00e9st, a hozz\u00e1f\u00e9rhet\u0151s\u00e9get, a fenntarthat\u00f3s\u00e1got, \u00e9s ezen a kiterjesztett h\u00e1l\u00f3zaton kereszt\u00fcl hangot ad a polg\u00e1rainak.<\/p>\n\n\n\n

B\u00e1r b\u00e1rmi, ami csatlakozik az internethez, \u00e9s nem egy\u00e9ni haszn\u00e1latra sz\u00e1nt, az okos v\u00e1ros r\u00e9sz\u00e9nek tekinthet\u0151, mi most egy konkr\u00e9t eszk\u00f6zre fogunk \u00f6sszpontos\u00edtani: az ANPR-alap\u00fa forgalomfigyel\u0151 kamer\u00e1ra<\/a>.<\/p>\n\n\n\n

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

Mi az az ANPR kamera?<\/h2>\n\n\n\n

Az automatikus rendsz\u00e1mfelismer\u00e9s egy nagy teljes\u00edtm\u00e9ny\u0171 technol\u00f3gia, amely az optikai karakterfelismer\u00e9sen, azaz OCR-en alapul. Az ANPR szerepe a forgalomfigyel\u00e9sben az, hogy r\u00e9szletes k\u00e9peket k\u00e9sz\u00edtsen az aut\u00f3kr\u00f3l, ezeket egy dedik\u00e1lt programon futtassa, majd az adataikat a sz\u00e1m\u00edt\u00f3g\u00e9pek \u00e9s a felhaszn\u00e1l\u00f3k sz\u00e1m\u00e1ra egyar\u00e1nt olvashat\u00f3 form\u00e1tumban jelen\u00edtse meg. A technol\u00f3gia magja az ANPR kamera. Az a technol\u00f3giai ugr\u00e1s, amelyet az ANPR hoz, k\u00fcl\u00f6n\u00f6sen el\u0151ny\u00f6s egy okosv\u00e1rosban, ahol az internetkapcsolat minden\u00fctt jelen van.<\/p>\n\n\n\n

ANPR kamer\u00e1k az okosv\u00e1rosokban<\/h2>\n\n\n\n

Robusztus funkcionalit\u00e1suknak k\u00f6sz\u00f6nhet\u0151en az ANPR kamer\u00e1k jav\u00edthatj\u00e1k az okosv\u00e1rosi funkci\u00f3kat \u00e9s automatiz\u00e1lhatj\u00e1k a feladatokat az\u00e1ltal, hogy vide\u00f3kb\u00f3l \u00e9s k\u00e9pekb\u0151l felismerik a rendsz\u00e1mokat. Az al\u00e1bbiakban p\u00e9ld\u00e1kat l\u00e1that arra, hogyan k\u00e9pesek az ANPR kamer\u00e1k a gyakorlatban jav\u00edtani egy okosv\u00e1ros m\u0171k\u00f6d\u00e9s\u00e9t.<\/p>\n\n\n\n

1. Val\u00f3s idej\u0171 baleseti reag\u00e1l\u00e1s<\/h3>\n\n\n\n

Kiterjedt kapcsolati h\u00e1l\u00f3zatuknak k\u00f6sz\u00f6nhet\u0151en az ANPR kamer\u00e1k kiv\u00e1l\u00f3ak a hossz\u00fa t\u00e1v\u00fa forgalomtervez\u00e9shez egy okosv\u00e1rosban. Emellett az \u00f6sszekapcsolt h\u00e1l\u00f3zatuk a k\u00f6zeli val\u00f3s idej\u0171 reag\u00e1l\u00e1st is seg\u00edtheti a k\u00f6zleked\u00e9si balesetekre. Legyen sz\u00f3 aut\u00f3balesetr\u0151l, cserbenhagy\u00e1sos esetr\u0151l vagy rabl\u00e1sr\u00f3l, az ANPR kamer\u00e1k k\u00f6nnyed\u00e9n k\u00e9peket k\u00e9sz\u00edtenek a helysz\u00ednr\u0151l, \u00e9s elk\u00fcldik azokat a b\u0171n\u00fcld\u00f6z\u0151 hat\u00f3s\u00e1goknak. Ezenfel\u00fcl utat tudnak nyitni egy ment\u0151nek, seg\u00edtve, hogy a lehet\u0151 leghamarabb a baleset helysz\u00edn\u00e9re \u00e9rjen.<\/p>\n\n\n\n

2. M\u00e9rgez\u0151 g\u00e1zkibocs\u00e1t\u00e1s ellen\u0151rz\u00e9se<\/h3>\n\n\n\n

Az ANPR kamer\u00e1k a sz\u00e9n-dioxid-kibocs\u00e1t\u00e1s megfigyel\u00e9s\u00e9ben \u00e9s szab\u00e1lyoz\u00e1s\u00e1ban is seg\u00edthetnek az\u00e1ltal, hogy azonos\u00edtj\u00e1k a m\u00e9rgez\u0151 f\u00fcst\u00f6t kibocs\u00e1t\u00f3 aut\u00f3kat.<\/p>\n\n\n\n

3. B\u0171n\u00fcld\u00f6z\u00e9s\u00a0<\/h3>\n\n\n\n

Amikor egy ANPR-alap\u00fa sebess\u00e9gm\u00e9r\u0151 kamera<\/a> r\u00f6gz\u00edt egy j\u00e1rm\u0171vet, azonnal k\u00fcl\u00f6nf\u00e9le r\u00e9szleteket k\u00e9r le r\u00f3la t\u00f6bb adatb\u00e1zisb\u00f3l. Ezek az \u201eujjlenyomatok\u201d tartalmazz\u00e1k az id\u0151pontot \u00e9s d\u00e1tumot, a GPS-koordin\u00e1t\u00e1kat, a rendsz\u00e1mot, valamint opcion\u00e1lisan az aut\u00f3 sz\u00edn\u00e9t, m\u00e1rk\u00e1j\u00e1t \u00e9s modellj\u00e9t. Ha valami gyan\u00fas t\u00f6rt\u00e9nik \u2013 p\u00e9ld\u00e1ul a rendsz\u00e1m egy m\u00e1sik aut\u00f3t\u00edpuson jelenik meg \u2013, a rendszer riaszt\u00e1st ad, amelyre a b\u0171n\u00fcld\u00f6z\u0151 szervek azonnal reag\u00e1lhatnak.<\/p>\n\n\n\n

4. \u00datd\u00edj-automatiz\u00e1l\u00e1s<\/strong><\/h3>\n\n\n\n

Az okosv\u00e1rosok a hat\u00e9konys\u00e1gr\u00f3l \u00e9s a k\u00e9nyelemr\u0151l sz\u00f3lnak. Ennek megfelel\u0151en egyik legfontosabb jellemz\u0151j\u00fck az \u00fatd\u00edj-automatiz\u00e1l\u00e1s. Az automatiz\u00e1l\u00e1s hi\u00e1nya egy \u00fatd\u00edj\u00e1llom\u00e1son t\u00f6bb aut\u00f3p\u00e1lya-balesetet is okozhat, nem is besz\u00e9lve a forgalmi dug\u00f3kr\u00f3l. Ha egy ANPR kamera fel\u00fcgyeli a d\u00edjfizet\u00e9si folyamatot, a soromp\u00f3k automatikusan felemelkednek, jelent\u0151s id\u0151t megtakar\u00edtva.<\/p>\n\n\n\n

\n
\n

Hogyan m\u0171k\u00f6dik az ANPR szoftver?<\/strong><\/h4>\n\n\n\n

Az ANPR kamer\u00e1s szoftver<\/a> h\u00e1rom r\u00e9szre oszthat\u00f3:

J\u00e1rm\u0171\u00e9szlel\u00e9s \u00e9s k\u00e9pr\u00f6gz\u00edt\u00e9s<\/strong><\/p>\n\n\n\n

Az \u00e9szlel\u00e9s az ANPR kameratechnol\u00f3gia tr\u00fckk\u00f6s r\u00e9sze. A forgalomt\u00f3l f\u00fcgg\u0151en a j\u00e1rm\u0171vek gyorsan vagy lassan haladhatnak. Emellett az aut\u00f3k v\u00e1ltoz\u00f3 sebess\u00e9ge kih\u00edv\u00e1st jelenthet a megfelel\u0151 k\u00e9pind\u00edt\u00e1shoz. A hagyom\u00e1nyos ANPR kamer\u00e1k az \u00fatburkolat f\u00f6l\u00e9 vagy al\u00e1 \u00e9p\u00edtett szenzorokat haszn\u00e1lnak a mozg\u00f3 aut\u00f3kr\u00f3l k\u00e9sz\u00fclt k\u00e9pek r\u00f6gz\u00edt\u00e9s\u00e9hez. Ezzel szemben a leg\u00fajabb ANPR kameratechnol\u00f3gia pontos, nem invaz\u00edv m\u00f3dszereket alkalmaz, amelyek lehetnek szoftveralap\u00faak<\/a> vagy hardveralap\u00faak, p\u00e9ld\u00e1ul radar vagy l\u00e9zer<\/a>. A Vidar rendsz\u00e1mfelismer\u0151 kamera<\/a> eset\u00e9ben a be\u00e9p\u00edtett l\u00e9zertechnol\u00f3gi\u00e1t haszn\u00e1lj\u00e1k a mozg\u00f3 forgalom 99+%-os ANPR pontoss\u00e1g\u00fa<\/a> \u00e9szlel\u00e9s\u00e9re, \u00edgy a Vidar ANPR kamer\u00e1k val\u00f3di piacvezet\u0151k.<\/p>\n<\/div>\n\n\n\n

\n

Gy\u00e1rtm\u00e1ny- \u00e9s modellfelismer\u00e9s (MMR)<\/strong><\/p>\n\n\n\n

A cs\u00facstechnol\u00f3gi\u00e1s kamer\u00e1k \u2013 \u00e9s a m\u00f6g\u00f6tt\u00fck \u00e1ll\u00f3 szoftver \u2013 egyik sokat sz\u00e1m\u00edt\u00f3 funkci\u00f3ja a gy\u00e1rtm\u00e1ny- \u00e9s modellfelismer\u00e9s<\/a>. P\u00e9ld\u00e1ul a Carmen\u00ae ANPR Image szoftver<\/a> jelent\u0151s mennyis\u00e9g\u0171 inform\u00e1ci\u00f3t tud visszaadni b\u00e1rmely j\u00e1rm\u0171r\u0151l, amely a l\u00e1t\u00f3ter\u00e9n \u00e1thalad. Egy m\u00e1sik Adaptive Recognition szoftver, a Carmen\u00ae Make & Model recognition, m\u00e9g magasabb szintre emeli ezt azzal, hogy a j\u00e1rm\u0171veket a sz\u00edn\u00fck, gy\u00e1rtm\u00e1nyuk \u00e9s modellj\u00fck alapj\u00e1n ismeri fel. Ez az inform\u00e1ci\u00f3 kulcsfontoss\u00e1g\u00fa a b\u0171n\u00fcld\u00f6z\u0151 szervek munkat\u00e1rsai sz\u00e1m\u00e1ra az elk\u00f6vet\u0151k \u00e9s b\u0171n\u00fcgyi el\u0151\u00e9let\u00fck nyomon k\u00f6vet\u00e9s\u00e9ben, eg\u00e9szen od\u00e1ig, hogy azonos\u00edthat\u00f3v\u00e1 v\u00e1lnak a lopott rendsz\u00e1mt\u00e1bl\u00e1k vagy ak\u00e1r az \u00e1tfestett aut\u00f3k is. Let\u00f6lthet\u0151, ingyenes LPR szoftvert<\/a> is biztos\u00edtunk tesztel\u00e9sre.

V\u00e9gfelhaszn\u00e1l\u00f3i alkalmaz\u00e1s<\/strong><\/p>\n\n\n\n

Ez egy rendszerintegr\u00e1torok \u00e1ltal fejlesztett alkalmaz\u00e1s\/fel\u00fclet, amelyet kifejezetten a v\u00e9gfelhaszn\u00e1l\u00f3k ig\u00e9nyeire szabnak. A v\u00e9gfelhaszn\u00e1l\u00f3k lehetnek k\u00fcl\u00f6nb\u00f6z\u0151 hat\u00f3s\u00e1gok, v\u00e1rosok, rendv\u00e9delmi szervek stb. <\/p>\n<\/div>\n<\/div>\n\n\n\n

\u00d6sszefoglal\u00f3<\/h2>\n\n\n\n

Egy ANPR kamer\u00e1kkal felszerelt okosv\u00e1ros biztons\u00e1gos hely az \u00e9lethez. Emellett az IoT sz\u00e1mos innov\u00e1ci\u00f3t hozott az okosv\u00e1rosok \u00e9letsz\u00ednvonal\u00e1nak \u00e9s \u00f6sszekapcsolhat\u00f3s\u00e1g\u00e1nak jav\u00edt\u00e1sa \u00e9rdek\u00e9ben. B\u00e1r m\u00e9g van hov\u00e1 fejl\u0151dni, nem lehet tagadni, hogy hamarosan az okosv\u00e1rosok veszik \u00e1t a vezet\u00e9st, \u00e9s mindent az interneten kereszt\u00fcl fogunk \u00f6sszekapcsolni \u00e9s megosztani. Addig is az ANPR kamer\u00e1k v\u00e9gzik a feladatot: rendsz\u00e1mfelismer\u0151 rendszer\u00fck\u00f6n<\/a> kereszt\u00fcl \u00f6sszekapcsolj\u00e1k a rendv\u00e9delmi szerveket, a d\u00edjfizet\u0151 \u00e1llom\u00e1sokat \u00e9s a parkol\u00f3z\u00f3n\u00e1kat, megteremtve az okosv\u00e1rosok alapj\u00e1t vil\u00e1gszerte.<\/p>\n\n\n\n

K\u00e9rd\u00e9se vagy \u00e9rdekl\u0151d\u00e9se van? Az \u00fat minden l\u00e9p\u00e9s\u00e9n\u00e9l t\u00e1mogatjuk \u00d6nt:<\/strong><\/p>\n\n\n\n

\n
\nL\u00e9pjen kapcsolatba szak\u00e9rt\u0151inkkel<\/span><\/p>\n
\n<\/i><\/span>
\n<\/i><\/span>\n<\/div>\n<\/a>\n<\/div>\n
","protected":false},"excerpt":{"rendered":"

Az ANPR kamer\u00e1k jav\u00edthatj\u00e1k az okosv\u00e1rosi funkci\u00f3kat \u00e9s automatiz\u00e1lhatj\u00e1k a feladatokat a vide\u00f3kb\u00f3l \u00e9s k\u00e9pekb\u0151l sz\u00e1rmaz\u00f3 rendsz\u00e1mt\u00e1bl\u00e1k felismer\u00e9s\u00e9vel. Tekintsen meg p\u00e9ld\u00e1kat arra, hogyan jav\u00edthatj\u00e1k az ANPR kamer\u00e1k a gyakorlatban egy okosv\u00e1ros m\u0171k\u00f6d\u00e9s\u00e9t.<\/p>","protected":false},"author":2,"featured_media":12966,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[103],"tags":[],"class_list":["post-1543","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-traffic-transportation"],"acf":{"blog_page_hero_image":"","who_wrote_this_arcticle":[5247],"tags_for_search_separate_with_comma___":"anpr,lpr,alpr,smart,city,emission,software,accident,law,enforcement"},"yoast_head":"\n4 Ways ANPR Contributes to Better Living in Smart Cities - Adaptive Recognition | Image Capturing and Analytics<\/title>\n<meta name=\"description\" content=\"Discover how ANPR\/LPR cameras enhance smart city operations through real-time accident response, emission control, law 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