Efficient capsule network with attention mechanism for hyperspectral remote sensing classification

The capsule network (Caps) has emerged as a promising neural network architecture for hyperspectral remote sensing classification, yet it faces critical challenges: gradient vanishing and computational inefficiency. To address these limitations, we propose an Efficient Caps (ECaps) that integrates a...

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Autors principals:	Yuejun Song, Xiaohui Ding, Lingjia Liu, Kaitao Liao, Wei Jiang, Zhao Liu, Jianhang Ma
Format:	Artigo
Idioma:	Inglês
Publicat:	Taylor & Francis Group 2026-12-01
Col·lecció:	Geocarto International
Matèries:	Capsule network hyperspectral remote sensing self-attention routing algorithm
Accés en línia:	https://www.tandfonline.com/doi/10.1080/10106049.2026.2614736
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