Advanced Global Prototypical Segmentation Framework for Few-Shot Hyperspectral Image Classification
Kunming Xia,
Guowu Yuan,
Mengen Xia
et al.
Abstract:With the advancement of deep learning, related networks have shown strong performance for Hyperspectral Image (HSI) classification. However, these methods face two main challenges in HSI classification: (1) the inability to capture global information of HSI due to the restriction of patch input and (2) insufficient utilization of information from limited labeled samples. To overcome these challenges, we propose an Advanced Global Prototypical Segmentation (AGPS) framework. Within the AGPS framework, we design … Show more
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