Hyperspectral Band Selection via Heterogeneous Graph Convolutional Self-Representation Network

Hyperspectral image (HSI) band selection (BS) plays a crucial role in HSI dimensionality reduction, aiming to identify a representative subset of bands with minimal redundancy. However, conventional BS approaches primarily operate in the Euclidean domain, often overlooking the structural characteris...

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Bibliographic Details
Main Authors: Junde Chen, Wenzhao Li, Surendra Maharjan, Hesham El-Askary
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Online Access:https://ieeexplore.ieee.org/document/11081469/
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