A Novel Deep Learning Framework With Meta-Heuristic Feature Selection for Enhanced Remote Sensing Image Classification

We propose a novel deep learning architecture, called XcelNet17, for image classification in remote sensing. Comprising fourteen convolutional and three fully connected layers, XcelNet17 outperforms several benchmark architectures available in the literature in terms of classification accuracy. Addi...

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Veröffentlicht in:IEEE access 2024, Vol.12, p.91974-91998
Hauptverfasser: Ahmed, Bilal, Akram, Tallha, Rameez Naqvi, Syed, Alsuhaibani, Anas, Altherwy, Youssef N., Masud, Usman
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Sprache:eng
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