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Spatial Aggregation Net: Point Cloud Semantic Segmentation Based on Multi-Directional Convolution

Semantic segmentation of 3D point clouds plays a vital role in autonomous driving, 3D maps, and smart cities, etc. Recent work such as PointSIFT shows that spatial structure information can improve the performance of semantic segmentation. Motivated by this phenomenon, we propose Spatial Aggregation...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Cai, Guorong, Jiang, Zuning, Wang, Zongyue, Huang, Shangfeng, Chen, Kai, Ge, Xuyang, Wu, Yundong
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6806191/
https://ncbi.nlm.nih.gov/pubmed/31591349
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19194329
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