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A Novel Point Cloud Encoding Method Based on Local Information for 3D Classification and Segmentation

Deep learning is robust to the perturbation of a point cloud, which is an important data form in the Internet of Things. However, it cannot effectively capture the local information of the point cloud and recognize the fine-grained features of an object. Different levels of features in the deep lear...

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Detalles Bibliográficos
Autores principales: Song, Yanan, Gao, Liang, Li, Xinyu, Shen, Weiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7248691/
https://www.ncbi.nlm.nih.gov/pubmed/32354092
http://dx.doi.org/10.3390/s20092501