3D Model Classification Based on GCN and SVM

3D Model Classification Based on GCN and SVM

3D model classification is an important task. Now, 3D model is usually expressed as point cloud. Disorder of point cloud brings great difficulty into 3D model classification. In order to classify 3D model correctly, a new classification method combining Graph Convolution Network (GCN) and Support Ve...

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Bibliographic Details
Main Authors: Xue-Yao Gao, Qing-Xian Yuan, Chun-Xiang Zhang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
3D model
point cloud
graph convolution network
support vector machine
k-nearest neighbor
shape features
Online Access:https://ieeexplore.ieee.org/document/9955507/

Internet

https://ieeexplore.ieee.org/document/9955507/

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