Multi-Scale Spatial Perception Attention Network for Few-Shot Hyperspectral Image Classification

Multi-Scale Spatial Perception Attention Network for Few-Shot Hyperspectral Image Classification

In hyperspectral image (HSI) classification, combining the strengths of convolutional neural networks (CNNs) and Transformers can significantly enhance classification performance and model robustness. However, neural networks that combine CNNs and Transformers face classification accuracy and genera...

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Bibliographic Details
Main Authors: Yang Li, Jian Luo, Haoyu Long, Qianqian Jin
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Hyperspectral image (HSI) classification
few-shot learning
multi-scale
attention
fully convolutional network (FCN)
transformer
Online Access:https://ieeexplore.ieee.org/document/10756595/
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