PERSONAL IDENTIFICATION ALGORITHMS IN ENSURING INFORMATION SECURITY

JUMAYEV, Turdali

Ислом тафаккури – Исламская мысль – Islamic thought – · 2026-yil

Annotatsiya

This article analyzes the importance of biometric authentication technologies in ensuring information security and the relevance of facial recognition methods. The study focuses on the approach to face recognition based on the Local Binary Pattern Histogram (LBPH) algorithm. The article describes in detail the theoretical foundations of the algorithm, the process of face recognition by extracting local texture features in a facial image, dividing the image into blocks, forming histograms for each block and comparing them. Also, the low computational complexity of the LBPH algorithm, the ability to work in real time, and low requirements for hardware resources ensure its effective use in information security systems. During the study, the practical advantages of the algorithm, as well as its limitations due to changes in image quality, lighting conditions, and facial position, were evaluated. The results obtained show that the LBPH algorithm works effectively in small and medium-level information security systems and confirm that it is possible to increase the overall reliability of the system by integrating it with additional protection mechanisms.

Maqola ma’lumotlari
MualliflarJUMAYEV, Turdali
JurnalИслом тафаккури – Исламская мысль – Islamic thought –
Nashr sanasi2026-05-22
Jild9
Son1
Betlar108-111
TilO‘zbek

Maqolaning asl sahifasi

Kalit so‘zlar

Информационная безопасность, биометрическая аутентификация, распознавание личности, локальная бинарная гистограмма шаблонов, цифровые изображения, анализ текстуры, извлечение признаков, аутентификация, системы реального времени, системы безопасности, биометрические системы, information security, biometric authentication, identity recognition, Local Binary Pattern Histogram, digital image, texture analysis, feature extraction, authentication, real-time systems, security systems, biometric systems, axborot xavfsizligi, biometrik autentifikatsiya, shaxsni tanib olish, Local Binary Pattern Histogram, raqamli tasvir, tekstura tahlili, xususiyatlarni ajratib olish, autentifikatsiya, real vaqt tizimlari, xavfsizlik tizimlari, biometrik tizimlar

Ilmiy soha

Islomshunoslik

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