CapViT: Cross-context capsule vision transformers for land cover classification with airborne multispectral LiDAR data

•Capsule vision transformer formulation for entity-aware feature extraction.•Cross-context transformer encoders for high-quality feature embedding.•Dual-path multi-head self-attention modules for feature semantic promotion.•Cross-context capsule vision transformer for land cover classification. Equi...

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