3D Point Cloud Analysis

3D Point Cloud Analysis

Traditional, Deep Learning, and Explainable Machine Learning Methods

Zhang, Min; Kadam, Pranav; Liu, Shan; Kuo, C.-C. Jay

Springer Nature Switzerland AG

12/2022

146

Mole

Inglês

9783030891824

15 a 20 dias

256

Descrição não disponível.
I. Introduction.- II. Traditional point cloud analysis.- III. Deep-learning-based point cloud analysis.- IV. Explainable machine learning methods for point cloud analysis.- V. Conclusion and future work.
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point cloud analysis;3D computer vision;3D object recognition;Point cloud classification;deep learning;3D object detection;Point cloud part segmentation;Point cloud registration;Explainable machine learning;Unsupervised learning;Machine learning;Successive subspace learning;ModelNet40;ShapeNet;PointHop;PointHop++;R-PointHop;SPA;Saab transform