PCT: Point cloud transformer

The irregular domain and lack of ordering make it challenging to design deep neural networks for point cloud processing. This paper presents a novel framework named Point Cloud Transformer (PCT) for point cloud learning. PCT is based on Transformer, which achieves huge success in natural language pr...

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Bibliographic Details
Published in:Computational visual media (Beijing) 2021-06, Vol.7 (2), p.187-199
Main Authors: Guo, Meng-Hao, Cai, Jun-Xiong, Liu, Zheng-Ning, Mu, Tai-Jiang, Martin, Ralph R., Hu, Shi-Min
Format: Article
Language:English
Subjects:
Artificial Intelligence
Artificial neural networks
Computer Graphics
Computer Science
Image processing
Image Processing and Computer Vision
Image segmentation
Machine learning
Natural language processing
Permutations
Research Article
Transformers
User Interfaces and Human Computer Interaction
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