A new hierarchical algorithm based on CapsGAN for imbalanced image classification

Abstract Imbalanced image datasets consist of image datasets where there is a significant disparity in the number of samples across different classes. With imbalanced image datasets, learning algorithms often tend to be biased toward the majority class samples. This leads to poor classification of m...

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Bibliographic Details
Main Authors: Hamed Jabbari, Nooshin Bigdeli
Format: Article
Language:English
Published: Wiley 2024-01-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12942