Abstract

Recently, it reported that the cases of cybercrime had increased by about 13% in 2017, especially in data fraud crime, due to the poor security system. One of the solutions to this problem is by implementing a biometric system as a security platform. Biometric is a method of personal ID authentication by using human recognition using unique human biometric values such as fingerprint, voice, face, or iris. This review paper focused on the iris biometric system since Iris biometric widely used as a system for maintaining data security, such as ATM, cellular phone, etc. Moreover, the biometric has very high sensitivity and accuracy for recognition than the other. In this paper, we will review some experiments of iris recognition that was done by researchers. As a result, we will present some comparisons among several studies, including in feature extraction technique, performance, and time computation required on the matching process. From the paper review, we can analyze that a good result of iris recognition depends on the selection of the right features and the needed time computation. The use of Haar Wavelet (texture analysis) with three different iris databases showed the best performance, such as MMU (ACC=96.44%, time=0.34s), UTIRIS (ACC=96.21%, time-0.68s), and IITD (ACC=97.14%, time=0.64s).

Original languageEnglish
Title of host publicationProceedings - 2019 2nd International Conference of Computer and Informatics Engineering
Subtitle of host publicationArtificial Intelligence Roles in Industrial Revolution 4.0, IC2IE 2019
EditorsAnita Hidayati, Shinta Oktaviana, Iklima Ermis Ismail, Ayu Rosyida Zain, Fitria Nugrahani, Dewi Kurniawati, Irma Permatasari Sari
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages164-169
Number of pages6
ISBN (Electronic)9781728123844
DOIs
Publication statusPublished - Sept 2019
Event2nd International Conference of Computer and Informatics Engineering, IC2IE 2019 - Banyuwangi, East Java, Indonesia
Duration: 10 Sept 201911 Sept 2019

Publication series

NameProceedings - 2019 2nd International Conference of Computer and Informatics Engineering: Artificial Intelligence Roles in Industrial Revolution 4.0, IC2IE 2019

Conference

Conference2nd International Conference of Computer and Informatics Engineering, IC2IE 2019
Country/TerritoryIndonesia
CityBanyuwangi, East Java
Period10/09/1911/09/19

Keywords

  • iris authentication
  • iris biometric system
  • iris feature extraction
  • iris image processing
  • iris recognition system

Fingerprint

Dive into the research topics of 'The Biometrics System Based on Iris Image Processing: A Review'. Together they form a unique fingerprint.

Cite this