Journal Article

·2023 OPEN ACCESS

Authentication in ATM/ITM Machines using Iris Recognition Biometrics

Hafızullah Özgür YTU , Yunus Emre Selçuk YTU

Abstract

Biometric identification is a method that encompasses many types of authentication systems, including iris features and characteristics. The behaviour of the tiny pixels in a person’s iris and pupil can be extracted and uniquely used for authentication in ATM/ITM machines. In this study, achieving higher accuracy and success is the goal. We have found out that the Daugman algorithm can enable the implementation of iris biometrics in a faster and more accurate way compared to other algorithms. This will allow ATM/ITM users can comfortably access their accounts and make transactions without the need for a card or PIN, while authenticating their identity in the machines using their iris biometrics. Such a system can also be used to authenticate national ID entitlement in programmes. Furthermore, such a system can enhance the accessibility of social benefits, subsidies, and other entitlements while minimizing fraudulent activities [1]

Keywords

Biometrics Iris recognition Computer science Authentication (law) IRIS (biosensor) Identification (biology) Entitlement (fair division) Computer security Identity (music) Artificial intelligence Computer network

Subject Areas

Biometric Identification and Security ·Signal Processing ·Physical Sciences
User Authentication and Security Systems ·Information Systems ·Physical Sciences
Face recognition and analysis ·Computer Vision and Pattern Recognition ·Physical Sciences

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