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Abstract: Existing open-set classification methods for hyperspectral images (HSIs) often treat unknown categories as a homogeneous cluster, failing to exploit spectral–spatial heterogeneity for ...

Abstract: Hyperspectral image classification in open environments remains challenging because models must accurately recognize known categories while reliably identifying samples from previously ...