QULOQ CHANOG‘I VA YUZ YON TASVIRI ASOSIDA SHAXSNI IDENTIFIKATSIYALASH
DOI:
https://doi.org/10.5281/zenodo.21071006Ключевые слова:
biometrik identifikatsiya, yuz tasviri, quloq chanog‘i, geometrik belgilar, Gabor filtri, chuqur o‘rganish (CNN), kanonik korrelyatsion tahlil.Аннотация
Ushbu ishda yuz va quloq chanog‘i tasvirlarini tahlil qilish asosida shaxsni identifikatsiyalashning yaxlit
algoritmik yondashuvi taqdim etiladi. Tizim tasvir olish, dastlabki ishlov berish, belgi shakllantirish (geometrik, Gabor
teksturasi va chuqur o‘rganish belgilari), belgilar fazosini qisqartirish, belgilar darajasida birlashtirish hamda tasniflash
bosqichlaridan tashkil topadi. Yuz va quloq belgilarini kanonik korrelyatsion tahlil (KKT) va uning kernel kengaytmasi
(KKKT) yordamida birlashtirish nazoratsiz sharoit omillariga barqarorlikni ta’minlaydi. Tajribaviy natijalar multimodal yondashuv
unimodal tizimlardan sezilarli ustun ekanini ko‘rsatadi.
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