An aerial point cloud classification using point transformer via multi-feature fusion
Abstract Point Transformer can effectively capture both local information and long-range global context in point cloud data. However, its reliance on dividing local areas into separate tokens can result in a loss of instance structure, limiting its feature representation ability in large-scale urban...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-02719-z |
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