Abstract:
Ganowar cutar sankarar bargo da wuri da rage haɗarin lafiyar ɗan adam na iya haifar da haɗakar da nazarin hoto tare da sakamakon gwaji na asibiti.. Binciken hoto ya dogara da ingantaccen aiki kuma abin dogaro algorithms don yin hukunci mai ƙididdigewa akan bayanan hoto. Wannan labarin yana gabatar da ƙira da aiwatar da ƙidayar ƙwayar cutar sankarar bargo mai inganci kuma mai girma da ƙididdige rabe-rabe na rukuni don ƙididdige ƙididdigar yawan cutar sankarar bargo ta atomatik a fagen kallo.. Algorithm ya kasu kashi biyu: (1) matakin tantance tantanin halitta da (2) matakin rarraba tantanin halitta da matakin dubawa. Matakin tantance tantanin halitta daidai ya raba bango da amo daga filayen gaba. An ƙirƙiri akwatin iyaka wanda ke rufe filayen gaba da ke gano duk keɓantattun sel da gungu na tantanin halitta.. Rarraba tantanin halitta da matakin dubawa yana amfani da bayanan martaba mai girma-ɗaya waɗanda ke aiki azaman makircin sa hannu don ware keɓaɓɓen sel daga gungu na tantanin halitta da kimanta jimillar ƙidayar cikin kowane gungu.. An gwada algorithm ɗin da aka ƙera tare da nau'ikan hotunan kwayar cutar sankarar bargo waɗanda suka bambanta cikin yanayin siyan hoto, girman hoto, girman salula, rabo mai tsanani, da ingancin hoto. Algorithm ɗin da aka tsara yana nuna kyakkyawar yuwuwar sarrafa hotuna masu kyau da marasa kyau tare da matsakaicin daidaito na 91% da matsakaicin lokacin sarrafawa na 3 s. Ayyukan algorithm da aka tsara idan aka kwatanta da algorithms da aka buga kwanan nan da kayan aikin nazarin hoto na kasuwanci yana ƙara tabbatar da ƙarfinsa..

Brinda Prasad da Wael Badawy, "Algorithm na Ƙididdigar Ƙididdigar Yawan Jama'a da Cutar sankarar bargo,” Jaridar Kimiyya da Fasaha ta Hoto 52(3), 2008.

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