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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Detaylı Bibliyografya
Asıl Yazarlar: Aili Wang, Minhui Wang, Haibin Wu, Kaiyuan Jiang, Yuji Iwahori
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI AG 2020-02-01
Seri Bilgileri:Sensors
Konular:
image classification
deep learning
convolutional neural network (cnn)
residual network (resnet)
capsule network (capsnet)
Online Erişim:https://www.mdpi.com/1424-8220/20/4/1151
Etiketler: Etiketle
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