Iwe unoziva matatu matatu algorithms yekusavimbika kwekunakidzwa kwekuvigira tekinoroji?

Chinyorwa chechiso chekunakidzwa kwekuvigira tekinoroji inotanga kuunganidza ruzivo, uye ichienzanisa neyechiso database kana ichipinda uye ichisvika gedhi renzvimbo yeanofamba netsoka. Kana kuenzanisa kwabudirira, iyo gedhi rakavhurwa. Iyo manejimendi yakavakirwa pane iyo yekuenzanisa kweiyo mushandisi pachiso chekunakidzwa kwekutarisira yekudzora, uye komputa inoshandiswa pakugadziriswa kwekutonga nguva imwecheteyo, inogona kukurumidza uye inogadzirwa otomatiki maererano neye mushandisi kunyoresa rekodhi. Nzvimbo dzekudzora

Iyo huru kutaridzika yakatarisana nehurongwa hwekuvakisa dzinogona kuiswa mumapoka matatu, zvinonzi: Nzira dzakasangana neGeometric maficha, nzira dzakavakirwa pamatembozha uye nzira dzinobva pamhando.
1. Iyo nzira yakavakirwa paGeometric maficha ndiyo nzira yekutanga uye yechinyakare, uye kazhinji inoda kusanganiswa nedzimwe algorithms kuti uwane mhedzisiro iri nani.
2. Template-nzira dzakakamurwa kuita nzira dzakavakirwa pakuenderana, Eigenface Nzira dzekuongorora, Nzira dzeKutendeka kweNetown, neural network, Dynamic Kubatanidza nzira dzinofananidza, nezvimwewo
3. Model-yakavakirwa nzira dzinosanganisira nzira dzakavakirwa pamhando dzakavanzika dzemarkov, dzinoshanda mhando mhando, uye unoshanda kutaridzika kwemhando.
Chiso chomunhu chinoumbwa nezvikamu zvakadai semaziso, mhino, muromo, uye chin. Izvo chaizvo nekuda kwekusiyana kwakasiyana-siyana muchimiro, saizi uye chimiro chezvikamu izvi izvo kumeso kwese kwevanhu munyika kwakasiyana kwazvo. Naizvozvo, tsananguro ye geometric yechimiro uye hukama hwehukama hwezvinhu izvi, zvinogona kushandiswa sechinhu chakakosha chekuziva chiso.
Geometric maficha akatanga kushandiswa kutsanangura uye kuziva chimiro chechiso chemunhu. Chekutanga, nhamba yemashizha mapoinzi inotsanangurwa maererano neiyo profve yemari, uye seti yemitauro yekucherechedzwa yakadai sedare, angle, etc. inotorwa kubva pamatanho aya. Jia et al. Iyo yekubatanidza projekiti iri pedyo nemutsara mune mepu degree ndeye nzira yakanaka kwazvo yekufungidzira iyo chikamu chemupendero mapeji emepu.
Kushandisa geometric maficha ekuratidzira kumeso uye masisitimu ekupinda anowanzotora zvinzvimbo zvine mapoinzi akadai semaziso, uye kujekesa kwe geometric chimiro chave Kuedza Kuedzwa. Tsvagiridzo, mhedzisiro haina tariro.
Iyo yekushongedza template nzira inogona kutorwa sekuvandudzwa kweiyo geometric chimiro nzira. Pfungwa yayo yekutanga ndeiyi: Dhiza fomu organe neChigariro Yakagadziriswa, tsanangura basa resimba, uye kuderedza basa resimba nekugadzirisa iyo modhi paramita. Panguva ino, mafungu emuenzaniso akaita se geometric maficha ezvimwe.
Pfungwa yeiyi nzira yakanaka kwazvo, asi pane matambudziko maviri. Imwe ndeyekuti iyo inorema coefficients yemitengo yakasiyana-siyana mubasa resimba rinogona kungoitwa chete neakaitika neruzivo, rwakaoma kusimudzira. Iyo imwe ndeyekuti iyo Simba basa rekutsvaga maitiro acho nguva nenguva uye zvakaoma kushandisa mukuita. Chiratidzo chechiso chinogona kuzadzisa tsananguro yezvinhu zvoga zvemeso, asi zvinoda zvakawanda zvekutangisa uye zvakanakira paramende sarudzo. Panguva imwecheteyo, kushandiswa kweiyo general geometric maficha chete kunotsanangura chinhu chakakosha uye hukama hwezvikamu, kufuratira mamiriro epasi anokosha. Izvo zvinokonzeresa kurasikirwa kwechikamu cheruzivo, icho chakakodzera kutaurwa kwakaomarara, uye chinhu chiripo chekunzwisisa tekinoroji iri kure nekusangana nezvinodiwa maererano nekubudirira, uye huwandu hwekuverenga zvakare rakakura.