Keatsamarn, Tanapon

Preferred name

Keatsamarn, Tanapon

Main Affiliation

Email

tanapon.ke@kmitl.ac.th

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Footprint Identification using Deep Learning
(2019-01-10)
Keatsamarn, Tanapon
;
Pintavirooj, Chuchart
Human footprint is the biometric system of the individual person. Everyone has specific footprints. It can be used instead of password-based authentication in the security system such as a user authentication for the financial transaction. The password-based system cannot verify that the person who entered the password is valid or not. Therefore the biometric system is more secure than the password-based system. For that reason, it's interesting to use footprint image in the creating of the footprint-based identification system. In this paper, the convolutional neural network training is used for deep learning classification. Convolutional neural networks are essential for deep learning and suited for image recognition.