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Development of efficient iris identification algorithm using wavelet packets for smartphone application

Gunawan, Teddy Surya and Solihin, Nurul Shaieda and Morshidi, Malik Arman and Kartiwi, Mira (2017) Development of efficient iris identification algorithm using wavelet packets for smartphone application. Indonesian Journal of Electrical Engineering and Computer Science, 8 (2). pp. 450-456. ISSN 2502-4752

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Abstract

Nowadays, iris recognition is widely used for personal identification and verification based on biometrical technology, especially in the smartphone arena. By having this iris recognition for identification and verification, the smartphone will be secured since every person have their own iris type. In this paper, we proposed an efficient iris recognition using Wavelet Packets and Hamming distance which has lightweight computational requirements while maintaining the accuracy. There are several steps needed in order to recognize the iris which are pre-processing the iris image consists of segmentation and normalization, extract the feature that available in the iris image and identify this image to see whether it match with the person or not. For comparison purposes, different types of wavelet bases will be compared, including symlets, discrete meyer, biorthogonals, daubechies, and coiflets. Performance of the proposed algorithm was tested on Chinese Academy of Sciences Institute of Automation (CASIA) iris image database. The optimum wavelet basis function obtained is symlet. Results showed that the accuracy of the proposed algorithm is 100% identification rate.

Item Type: Article (Journal)
Additional Information: 5588/60141
Uncontrolled Keywords: Iris identification; wavelet packets; Hamming distance; CASIA database
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Dr Teddy Surya Gunawan
Date Deposited: 18 Dec 2017 10:15
Last Modified: 20 Aug 2018 12:48
URI: http://irep.iium.edu.my/id/eprint/60141

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