How can geostatistics help us understand deep learning? An exploratory study in SAR-based aircraft detection

Deep Neural Networks (DNNs) have garnered significant attention across various research domains due to their impressive performance, particularly Convolutional Neural Networks (CNNs), known for their exceptional accuracy in image processing tasks. However, the opaque nature of DNNs has raised concer...

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Bibliographic Details

Published in:	International Journal of Applied Earth Observations and Geoinformation
Main Authors:	Lifu Chen, Zhenhuan Fang, Jin Xing, Xingmin Cai
Format:	Article
Language:	English
Published:	Elsevier 2024-11-01
Subjects:	GeoXAI Deep learning Aircraft detection Synthetic aperture radar (SAR) Spatial autocorrelation
Online Access:	http://www.sciencedirect.com/science/article/pii/S1569843224005417