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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIX-B2-2026
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-297-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-297-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
23 Jul 2026
| 23 Jul 2026
MUSF-SSA: Multi-Scale Umbrella Feature with Spatial Self-Attention Model for Semantic Segmentation of Point Clouds
Linfu Xie
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Rutao Zhang
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Tianyi Xu
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Weixi Wang
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Xiaoming Li
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Shengjun Tang
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
Renzhong Guo
State Key Laboratory of Subtropical Building and Urban Science, Shenzhen University, Shenzhen, Guangdong, 518060, China
Research Institute for Smart Cities, School of Architecture and Urban Planning, Shenzhen University, Shenzhen 518060, China
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