چکیده مقاله
Security has been an important issue and concern in the information systems There is possibility that illegal access to some restricted data or devices may happen Authentication of users is the key factor in the security of information systems User authentication mostly based on PIN, password, smart card or biometrics Recently biometrics based authentication like fingerprint is widely used to identify legitimate users Biometrics authentication has an advantage over other methods in that it is based on something you are, which is not easily forgotten, copied or stolen In this article, Multi Layer Perceptron MLP neural network is trained with back propagation BP algorithm to build the trained MLP neural network as matcher module A feature extractor finds minutia features such as ridge end and bifurcation, from the input fingerprint images The digital values sum of coordinates of these features are applied to input of the neural network for training purpose For user authentication, the verification part of the system identifies the fingerprint based training performance of the network Our proposed method is useful in solving the security problems that occurred in other fingerprint authentication systems, such as systems using the verification table
کلیدواژهها
نویسندگان
Hamid Reza Yazdanpanah
Master Student of Computer Networks Department of Information and Communications Technology Imam Hossein University Tehran, Iran
Reza Khorami
Master Student of Computer Networks Department of Information and Communications Technology Imam Hossein University Tehran, Iran
Mohammad Reza Hasani Ahangar
Associate Professor of Computer Engineering Group Department of Information and Communications Technology Imam Hossein University Tehran, Iran
Arash Ghafouri
Hamid Reza Yazdanpanah Master Student of Computer Networks Department of Information and Communications Technology Imam Hossein University Tehran, IranReza Khorami Master Student of Computer Networks Department of Information and Communications Technology Imam Hossein University Tehran, IranMohammad Reza Hasani Ahangar Associate Professor of Computer Engineering Group Department of Information and Communications Technology Imam Hossein University Tehran, Iran
شیوه ارجاع
Yazdanpanah, Hamid Reza and Khorami, Reza and Hasani Ahangar, Mohammad Reza and Ghafouri, Arash,1396,Fingerprint Authentication Using Multi-Layer Perceptron Neural Network,2rd International Conference on Soft Computing,Rudsar
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