Gradient-Aware Directional Convolution With Kolmogorov Arnold Network-Enhanced Feature Fusion for Road Extraction

Automatic road extraction from high-resolution remote sensing images is essential for urban and rural development, as well as traffic management and environmental preservation, enabling informed decisions for sustainable planning. In remote sensing images, roads are densely packed and occupy only a...

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Autori principali:	Jayakumar T V, Deepak Mishra, Anandakumar M Ramiya, Jai Singla G
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	IEEE 2025-01-01
Serie:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Soggetti:	Kolmogorov Arnold neworks road extraction semantic segmentation UNet
Accesso online:	https://ieeexplore.ieee.org/document/11146765/
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