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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Библиографические подробности
Главные авторы: Aili Wang, Minhui Wang, Haibin Wu, Kaiyuan Jiang, Yuji Iwahori
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI AG 2020-02-01
Серии:Sensors
Предметы:
image classification
deep learning
convolutional neural network (cnn)
residual network (resnet)
capsule network (capsnet)
Online-ссылка:https://www.mdpi.com/1424-8220/20/4/1151
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