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A Novel LiDAR Data Classification Algorithm Combined CapsNet with ResNet

LiDAR data contain feature information such as the height and shape of the ground target and play an important role for land classification. The effect of convolutional neural network (CNN) for feature extraction on LiDAR data is very significant, however CNN cannot resolve the spatial relationship...

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Detalles Bibliográficos
Publicado en:Sensors (Basel)
Autores principales: Wang, Aili, Wang, Minhui, Wu, Haibin, Jiang, Kaiyuan, Iwahori, Yuji
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI 2020
Materias:
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7071473/
https://ncbi.nlm.nih.gov/pubmed/32093132
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20041151
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