Ensemble of classifiers based on CNN for increasing generalization ability in face image recognition

The paper considers the problem of increasing the generalization ability of classification systems by creating an ensemble of classifiers based on the CNN architecture. Different structures of the ensemble will be considered and compared. Deep learning fulfills an important role in the developed sys...

Full description

Bibliographic Details
Main Authors: Robert Szmurło, Stanislaw Osowski
Format: Article
Language:English
Published: Polish Academy of Sciences 2022-05-01
Series:Bulletin of the Polish Academy of Sciences: Technical Sciences
Subjects:
Online Access:https://journals.pan.pl/Content/123185/PDF/2636_BPASTS_2022_70_3.pdf