Distillation of an End-to-End Oracle for Face Verification and Recognition Sensors

Distillation of an End-to-End Oracle for Face Verification and Recognition Sensors

Face recognition functions are today exploited through biometric sensors in many applications, from extended security systems to inclusion devices; deep neural network methods are reaching in this field stunning performances. The main limitation of the deep learning approach is an inconvenient relat...

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Bibliographic Details
Main Authors: Francesco Guzzi, Luca De Bortoli, Romina Soledad Molina, Stefano Marsi, Sergio Carrato, Giovanni Ramponi
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Sensors
Subjects:
face recognition
face verification
biometric sensors
deep learning
distillation
convolutional neural networks
spatial transformer network
Online Access:https://www.mdpi.com/1424-8220/20/5/1369

Internet

https://www.mdpi.com/1424-8220/20/5/1369

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