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Spectral-Swin Transformer with Spatial Feature Extraction Enhancement for Hyperspectral Image Classification

Hyperspectral image classification (HSI) has rich applications in several fields. In the past few years, convolutional neural network (CNN)-based models have demonstrated great performance in HSI classification. However, CNNs are inadequate in capturing long-range dependencies, while it is possible...

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שמור ב:
Principais autores: Yinbin Peng, Jiansi Ren, Jiamei Wang, Meilin Shi
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2023-05-01
סדרה:Remote Sensing
נושאים:
transformer
shifted window
spatial feature extraction (SFE)
spatial position encoding (SPE)
hyperspectral image (HSI) classification
גישה מקוונת:https://www.mdpi.com/2072-4292/15/10/2696
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