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Segmentation and Multi-Scale Convolutional Neural Network-Based Classification of Airborne Laser Scanner Data

The classification of point clouds is a basic task in airborne laser scanning (ALS) point cloud processing. It is quite a challenge when facing complex observed scenes and irregular point distributions. In order to reduce the computational burden of the point-based classification method and improve...

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Detalles Bibliográficos
Autores principales: Yang, Zhishuang, Tan, Bo, Pei, Huikun, Jiang, Wanshou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210755/
https://www.ncbi.nlm.nih.gov/pubmed/30301263
http://dx.doi.org/10.3390/s18103347