Iris Recognition Using Hybrid Self-Organizing Map Classifier and Daugman’s Algorithm

Iris Recognition Using Hybrid Self-Organizing Map Classifier and Daugman’s Algorithm

One of the neural network algorithms that can be used in iris recognition is self-organizing map (SOM). This algorithm has a weakness in determining the initial weight of the network, which is generally carried out randomly, which can result in a decrease in accuracy when an incorrect determination...

Full description

Bibliographic Details
Main Authors: Amir Saleh, Yusuf Roni Laia, Fransiskus Gowasa, Victor Daniel Sihombing
Format: Article
Language:English
Published: Ikatan Ahli Informatika Indonesia 2023-02-01
Series:Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Subjects:
iris recognition
som
hybrid som
cosine similarity
daugman's algorithm
Online Access:http://jurnal.iaii.or.id/index.php/RESTI/article/view/4441

Internet

http://jurnal.iaii.or.id/index.php/RESTI/article/view/4441

Similar Items