Using a lightweight Siamese neural network for generating a feature vector in a vascular authentication system

Using a lightweight Siamese neural network for generating a feature vector in a vascular authentication system

The article analyzes the possibility of using a Siamese convolutional neural network to solve the problem of vascular authentication on an embedded hardware platform with limited computing resources (Orange Pi One). The authors give a brief review of modern methods for calculating image feature vect...

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Bibliographic Details
Main Authors: D.E. Prozorov, A.V. Zemtsov
Format: Article
Language:English
Published: Samara National Research University 2023-06-01
Series:Компьютерная оптика
Subjects:
biometric authentication
image processing
image descriptors
artificial neural network
siamese neural network
Online Access:https://computeroptics.ru/eng/KO/Annot/KO47-3/470312e.html

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