EffBaGAN: An Efficient Balancing GAN for Earth Observation in Data Scarcity Scenarios

Generative adversarial networks (GANs) can be used as a data augmentation technique in scenarios with limited labeled information and class imbalances, common issues in remote sensing datasets. The EfficientNet architecture has gained attention for achieving high accuracy with moderate computational...

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Bibliographic Details
Main Authors: Nicolas Vilela-Perez, Dora B. Heras, Francisco Arguello
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10777474/
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