MC Classifier: A Classifier for 3D Mechanical Components Based on Geometric Prior Using Graph Neural Network and Attention

MC Classifier: A Classifier for 3D Mechanical Components Based on Geometric Prior Using Graph Neural Network and Attention

With an increasing number of mechanical components produced in the production pipeline, the need to classify past and new elements efficiently has been increasing. However, past methods of classifying elements have relied on traditional methods that take a long time and lack extensibility. By incorp...

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Bibliographic Details
Main Authors: Zipeng Lin, Zhenguo Nie
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
computer vision
graph neural networks
geometric prior
attention
classification
feature extraction
Online Access:https://www.mdpi.com/2076-3417/15/8/4399
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