Usebenzisa Face Detection video esweni. Abantu search algorithm

Software kunye hardware for iinkqubo zokhuseleko ezihlangeneyo phambili bayakwazi ukucombulula iingxaki nawuphi ngokuntsokotha kuzo zonke iintlobo iinjongo zoshishino, ezentlalo kunye zasekhaya. izixhobo kubaluleke kakhulu kuba iinkqubo zokhuseleko yinkqubo ividiyo zokucupha, kunye nokufunekayo ukusebenza kwe-ceke, lukhula chu.

izixhobo zokhuseleko Integrated

platform Single inkqubo yokhuseleko ehlanganisiweyo kuquka iimodyuli izixhobo umlilo-ukhuseleko, ulawulo lokungena, CCTV, okanye evaliweyo zeesekethe umabonakude (ukhuko). umsebenzi lokugqibela de kusanda enganqamlwanga esweni yevidiyo nokurekhodisha imeko kwisiza kunye nakwiindawo ezikufutshane, ukugcina kunye nokugcinwa. video Classic aliqela nobubi;

• Izinto ezenziwa abantu. umsebenzi ngobuchule yale operator kuguqulelwe umthamo omkhulu ulwazi.
• Nakwenzeka zotyando kunye nohlalutyo engafanelekanga.
• ixesha kwexesha kakhulu ukufuna uze uchonge siganeko.

Ukuphuhliswa kobugcisa yedijithali kukhokelele ekuyilweni lweenkqubo "smart" ezenzekelayo.

Amandla kwi ingqondo

Umgaqo esisiseko inkqubo yevidiyo yokucupha ekrelekrele kukuba zevidiyo - technology esekelwe iindlela kanye ubuchule lomfanekiso ukuqondwa kunye processing image, ukuqokelelwa oluzenzekelayo data ngenxa kuhlalutywa umsinga yevidiyo. izixhobo ezifana ngaphandle ngabantu ukubona neethagethi track emiselwe ixesha lenene (imoto, iqela labantu), iimeko ezinokuba yingozi (umsi, umlilo, ungenelelo engagunyaziswanga ngokusebenza video), iziganeko zahlelwa, kwaye ichukumisa i-alam ngexesha elifanelekileyo. ke okufika data ividiyo umdla yehliswe ngokubonakalayo umthwalo imijelo yonxibelelwano kunye database mpepha.

Eyona ndlela bafuna-emveni of zevidiyo - inkqubo ingqalelo ubuso. Kuxhomekeka imisebenzi yabo imisebenzi iintsimbi kufuneka ihlangabezane neemfuno ezithile.

Software kunye hardware

Kuba ukusebenza kakuhle kweenkqubo basebenzisa iintlobo eziliqela ze IP-iikhamera ezineempawu zokusebenza ezahlukeneyo. indawo Ubhaqo into ezisisigxina ilawulwa kwigumbi nembono ephangaleleyo enesisombululo 1 M kunye ubude phakathi 1 mm enze yena sisinga izixhobo. Le khamera oluphuculweyo (2MP of ukusuka ku-2 mm), ukuvelisa ukuqatshelwa iindlela ezilula (parameter 3-4). Sokuchonga into usebenzisa ikhamera zikumfanekiso wobunjani elungileyo, kwanele ukuba isicelo ubuchule olunzima (5 MN, 8-12 mm). I-software kakhulu athandwa ukubonwa kobuso "Face Ingqondo" (umphuhlisi - nenkampani House Control), umlawuli Face (inkampani "Synesis) kunye VOCORD FaceControl (VOCORD) bonisa:

• Amathuba High yokuqaphela into (ukuya kwi-99%).
• Inkxaso ngokubanzi engile ze Ukujikeleza lekhamera.
• Ukuba nokwenzeka zokwabiwa abantu, nkqu ubunzima ngeenyawo eshinyeneyo.
• Ukwahluka bebhala iingxelo analytical.

Imithetho ingqalelo ipateni

Naziphi na iinkqubo ingqalelo esingu zisekelwe ngokuchonga ehambelana wami iimpawu komzimba zomntu ogqitywe iipateni kwangaphambili. Uvavanyo lwenzeka okwixesha-lokwenene. IP-camera sithumela umsinga ividiyo terminal, kunye nenkqubo ukuqondwa ubuso umisela ukuba umfanekiso agcinwe kwi imifanekiso ledatha. Kukho iindlela ezimbini eziphambili. Eyokuqala isekelwe kwimigaqo ezingashukumiyo: iziphumo ukuhluzwa sebhayometriki parameters, i isampuli elektroniki ngokohlobo inombolo ekhethekileyo esihambelanayo kumntu othile. Indlela yesibini simulates indlela 'abantu' kwaye luphawulwa self-learning and kukomelela. ukuchongwa Personal lomfanekiso wevidiyo kuthatha indawo, kuthathelwa ingqalelo utshintsho akhawunti ezinxulumene-ubudala, kunye nezinye izinto (ubukho ngesigqubuthelo, eguye okanye mustaches, iiglasi). Le buchwepheshe ivumela ukuba basebenze kunye iifoto ezelwe, ukuba kuyimfuneko, ne-X-reyi.

Abantu search algorithm

Indlela eqhelekileyo we ubhaqa indlela abantu - usebenzisa Haar aqukuqela (iiseti iimaski). Isigqumathelo ibhokisi ebuxande ukuhlanganiswa ezahlukeneyo amacandelo abamnyama nabamhlophe.

Indlela le nkqubo ngolu hlobo lulandelayo: i-isakhelo yevidiyo igutyungelwe yintlaninge iimaski, kwaye iziphumo ngokwenqanawaComment (ngokubala ipixels lenye i amacandelo mnyama namhlophe) zibalwa umahluko kuthelekiswa ixabiso ethile zisembundwini wawo.

Ukuphucula ukusebenza somhleli ezincomekayo (izakhelo apho kukho ubuso babantu) nekhabayo (ngaphandle kwabo) iisampuli zokufunda. Kwimeko yokuqala isiphumo ngokwenqanawaComment ophezu ixabiso kunongeno, owesibini - ngezantsi. kakutsha ngamnye imposiso avumelekile imisela udibaniso zonke izigaba convolutions kwaye ukuba ngaphaya ibonisa ubukho abantu kwisakhelo.

kobuchwepheshe

Emva kukufunyanwa zalapha kweqonga lokuqala, le luminance nokulungelelaniswa zejometri lo mfanekiso. amanyathelo anokuthathwa - ukubala ngemiqondiso kunye nokuchongwa - enokwenziwa ngeendlela ezahlukahlukeneyo.

Xa ukuhlolisisa ubuso ngokupheleleyo ubuso kwigumbi Izibane ezibalaseleyo iziphumo ezilungileyo kukubonisa ubuchule ukusebenza kunye nemifanekiso emacala-mabini. Ukuhlaziya point unique yaye umgama phakathi kwabo, inkqubo kobuso ibhaqa isibakala yokubonakalisa okuza umahluko phakathi umfanekiso "live" kunye template ebhalisiweyo.

technology-ntathu enganyangekiyo ukutshintsha wobhobhozayo ezikhanyayo, le angela avumelekile ukusuka ngaphambili - ukuya degrees 45. Apha, hayi kuphela uhlalutyo iingongoma ubuntu kunye imigca, kodwa iimpawu kumphezulu (iprofayili ugobile) imigama metric therebetween. Ukusebenzisa ubuchule ezinjalo kufuneka aphezulu video quality kwi ukuya ku-200 izakhelo / umzuzwana. Le nkqubo stereo esekelwe, kunye matrix of nefilimu 5, inkjet enombala nokucutha impazamo ungqamaniso. Ukongezelela, eziqhagamshelene ziintambo ekhethekileyo wotshi transmission ixesha.

Isimo iinkqubo market lwangoku

Inkqubo yokuqala wasungula, ngenxa yeendleko zabo eziphakamileyo, ziye zaphuhliswa kuphela amaziko karhulumente kunye emkhosini kuphela 90 ephakathi baba ifumaneke kumashishini. Uphuhliso olukhawulezileyo zobugcisa kunye isilawuli nobuchwepheshe liye landa ukuchana neesistim ukuze bandise umda wabo. Xa lemarike lizwe ezikhokelela izikhundla bangamalungu abenzi zaseMelika kwaye Western eYurophu iinkqubo zokhuseleko. Inkokeli Sales na izixhobo corporation Zn Vision Technologies kunye Visionics. Eyona ethembisayo phakathi abaphuhlisi zasekhaya ujonge zophando nemveliso beenkampani "Vocord", NTechLab, "Soling", LLC "VizhnLabs" kunye "MDG", leyo, phakathi kwezinye izinto, benza zokuzilungiselela ngakumbi lweenkqubo angaphandle neemeko Russian.

facecontrol computer

Le ndawo kakhulu isicelo lwesazisi licwecwe - ekulweni ubunqolobi kunye nolwaphulo-mthetho. ubuso Image umoni igcinwe kwiziko ledatha. Kwiindawo zonke iindibano ezinkulu (izikhululo, izikhululo, Shopping Centre, amaziko ezemidlalo) oku adubule ukuhamba abantu ngexesha lokwenene ukuze ukuchonga abantu abo babefuna.

Kwisigaba esilandelayo - Access Control System: kwi lokuphumelela yekhompyutha Imifanekiso sampuli kuthelekiswa ne imodeli, i data evela kwi iikhamera. Le nkqubo lwenzeka kweso ngaphandle kokufuna abapasa nayiphi na isenzo (ngokwahlukileyo kwi-scan retina okanye fingerprint).

Enye shishini likhula ngokukhawuleza - ukuthengisa. Interactive ibhodi yezaziso uya scan ubuso bomntu, imisela ngesondo kunye nobudala, lucinga kuphela ntengiso eziya kuba ezinokuba umdla iklayenti.

Ebheka namathemba

Yindlela ukuqondwa ubuso ethandwa kakhulu kwicandelo logcino. Kulo nyaka uphelileyo, ubunkokheli "Post Bank", emva kokufakwa kwii-ofisi zabo 50,000 iikhamera smart, kungonga izigidi engange ngenxa ekuthinteleni nobuqhetseba kwiZiko lokubolekisa kunye nentlawulo komsindo. Iingcali zithi ngo 2021, iza kudala uthungelwano lwezibonelelo kuyimfuneko, kwaye nawuphi na umsebenzi kwi-ATM iya kuba kunokwenzeka kuphela emva kokuba ukuchongwa esingu ye client.

Kule minyaka ilishumi ezayo technology eliphezulu luya kuvula i nomxokelelwane yeevenkile zizele self-nkonzo: Le umthengi uya ngeefestile evenkileni, khetha iimveliso ezivela kwikhathalogu kunye namagqabi. inkqubo abantu kunye ipateni ukuqondwa kugqiba ungubani umthengi, uthenge uze ubhale kuyo i-akhawunti imali efunekayo.

Umsebenzi uya qhubekeka ukuseka inkqubo ingqalelo karhulumente engqondweni nasemoyeni. Uhlalutyo iimvakalelo zabantu ziya kuba imfuno kwimimandla multimedia: oopopayi, ifilim, kushishino, ukudala imidlalo yekhompyutha.