Few-Shot Learning with a Novel Voronoi Tessellation-Based Image Augmentation Method for Facial Palsy Detection

Few-Shot Learning with a Novel Voronoi Tessellation-Based Image Augmentation Method for Facial Palsy Detection

Face palsy has adverse effects on the appearance of a person and has negative social and functional consequences on the patient. Deep learning methods can improve face palsy detection rate, but their efficiency is limited by insufficient data, class imbalance, and high misclassification rate. To all...

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Bibliographic Details
Main Authors: Olusola Oluwakemi Abayomi-Alli, Robertas Damaševičius, Rytis Maskeliūnas, Sanjay Misra
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Electronics
Subjects:
data augmentation
small data
Voronoi tessellation
few-shot learning
deep learning
face recognition
Online Access:https://www.mdpi.com/2079-9292/10/8/978

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