Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions

In order to achieve a better performance for point cloud analysis, many researchers apply deep neural networks using stacked Multi-Layer-Perceptron (MLP) convolutions over an irregular point cloud. However, applying these dense MLP convolutions over a large amount of points (e.g., autonomous driving...

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Bibliographic Details
Main Authors: Can Chen, Luca Zanotti Fragonara, Antonios Tsourdos
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/7/2391