Improving Semantic Analysis on Point Clouds via Auxiliary Supervision of Local Geometric Priors

Existing deep learning algorithms for point cloud analysis mainly concern discovering semantic patterns from the global configuration of local geometries in a supervised learning manner. However, very few explore geometric properties revealing local surface manifolds embedded in 3-D Euclidean space...

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Bibliographic Details
Main Authors: Chen, K. (Author), Hong, Y. (Author), Jia, K. (Author), Tang, L. (Author), Wu, C. (Author), Yang, Z.-X (Author)
Format: Article
Language:English
Published: NLM (Medline) 2022
Subjects:
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