PointSwin: Modeling Self-Attention with Shifted Window on Point Cloud

As a pioneering work that directly applies deep learning methods to raw point cloud data, PointNet has the advantages of fast convergence speed and high computational efficiency. However, its feature learning in local areas has a certain defect, which limits the expressive ability of the model. In o...

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Bibliographic Details
Main Authors: Cheng Jiang, Yuanxi Peng, Xuebin Tang, Chunchao Li, Teng Li
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/24/12616