SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification

SiCoDeF² Net: Siamese Convolution Deconvolution Feature Fusion Network for One-Shot Classification

Nowadays, deep convolutional neural networks (CNNs) for face recognition exhibit a performance comparable to human ability in the presence of the appropriate amount of labelled training data. However, training CNNs remains as an arduous task due to the lack of training samples. To overcome this draw...

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Bibliographic Details
Main Authors: Swalpa Kumar Roy, Purbayan Kar, Mercedes E. Paoletti, Juan M. Haut, Rafael Pastor-Vargas, Antonio Robles-Gomez
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Convolutional neural networks (CNNs)
deep learning
face recognition
one-shot learning
Online Access:https://ieeexplore.ieee.org/document/9521872/

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