Ukwethulwa okufushane kokukhishwa kwe-node nokuhlunga kwamanani wesici somunwe ezihlotsheni zeminwe

Ukukhishwa kwe-Node nokuhlunga ezihlotsheni zeminwe ngokuvamile kunzima. Inqubo evamile yokukhishwa kwe-node idlula ukubalwa kokuqondisa kwe-Teaction, ukuhlukaniswa kweminwe, ukuthuthukiswa kweminwe, ukukhishwa kwe-fensecre kanye ne-binarization, ukucolisiswa, ukucolisiswa, bese ekugcineni kuhlwelwe ukuthungwa okucwengekile. Bona ama-node esithombeni (ikakhulukazi abhekise ezindaweni zokugcina kanye namaphoyinti wokuzilibazisa), esithombeni sokucibishelwa kabusha, esiphethweni, kunendawo eyodwa eseduze kokuthungwa; Ngephuzu lokufukula, kunamaphoyinti amathathu kuphela asondelene nokwethulwa, uhlobo lwesibili lwendlela yokukhishwa kwe-node kususelwa esithombeni esimpunga ukulandelela ukuthungwa, bese ubona i-asymmetry ye isikhala endaweni ukuthola indawo ukuthola indawo eGrey. I-algorithm ye-node ivame ukuphuthelwa ezinye izindawo zangempela, futhi futhi ikhiqiza ezinye izindawo ezingalungile. Ukuthuthukisa umucu ofanele wokutholwa kwe-node kuncike ekusebenzeni kwama-algorithms ahlukahlukene kwinqubo yokutholwa kwe-node. Ngaphezu kwalokho, ukuze unciphise ama-node angalungile, yihiyin amuke i-algorithm ye-Ridge Exhancement algorithm kanye nodoti wokuhlunga i-algorithm ukususa ama-node angalungile. Ngemuva kokuthi ama-node atholakele, indlela yokufunda yomshini isetshenziselwa ukuqinisekisa ukunemba kwendawo ngayinye bese ulungisa uhlobo lwendawo ngayinye. I-B5MM ibizwa ngokuthi kususelwa kwindlela esekwe kolwazi ithuthukisa imigqomo, ngaleyo ndlela kunciphise ukutholwa kwezindawo ezingalungile. I-Yin quimin yamukela indlela esekwe kolwazi yokususa izindawo ezingalungile.

Inkambu yokubala ukuthungwa ilula kakhulu, futhi ikakhulukazi incike ekubalweni okuyikho kokuqondisa nokukhishwa okulungile kokuthungwa. Ngenxa yokulula kwayo, kunemibiko embalwa ngendlela yokubala yokuthungwa, futhi kucatshangwa ukuthi isikhathi sokuthungwa ngaso sonke isikhathi. Inombolo ezenzakalelayo yemigqa ibalwa, futhi amanye ama-algorithms eminwe aqondanisa nenombolo yemigqa njengenxusa elikhethekile.
Ukubalwa kwekhwalithi yesithombe, kubaluleke kakhulu ukubala ikhwalithi yesithombe kuhlelo lokuhlonza umunwe oluzenzakalelayo. Ngokubala ikhwalithi yesithombe, kungavimbela izithombe zeminwe ezisezingeni eliphansi kusuka ekubhalisweni kwa-database, ukuze ukunemba kohlelo kungathuthukiswa. Indlela yokubala yekhwalithi yezithombe zeminwe isuselwa kwindlela yesilinganiso sezindawo zokufunda eziqondayo nezingaqondile ezinqunyiwe ku-Gamma Filter, indlela esekelwe ekucindezelweni kwezithombe zeminwe, Alikho indinganiso eyaziwayo engalinganisa ikhwalithi yendlela yokubala.