Journal

ARIF: Autonomous Recognition In the Field

Abubakr Osman
International Journal of Automation and Digital Transformation 06 Aug 2026 723 views

Abstract

In this research we explore the potential applications of computer vision-based facial recognition techniques particularly in enhancing private & national security to combat rising crime rates in underdeveloped nations, like Sudan amongst others.
Leveraging groundbreaking advancements in modern machine learning and biometrics, we utilize deep learning algorithms to accurately identify and authenticate individuals based on unique features like machine-learnt facial encodings.
Through the rapid d

Keywords

biometrics facial recognition AI ML Computer Vision Identification Security National Security Homeland Security Siamese Neural Networks Convolutional Neural Networks

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