3D Point Cloud Analysis Traditional, Deep Learning, and Explainable Machine Learning Methods / by Shan Liu, Min Zhang, Pranav Kadam, C.-C. Jay Kuo.

3D Point Cloud Analysis Traditional, Deep Learning, and Explainable Machine Learning Methods /

This book introduces the point cloud; its applications in industry, and the most frequently used datasets. It mainly focuses on three computer vision tasks -- point cloud classification, segmentation, and registration -- which are fundamental to any point cloud-based system. An overview of tradition...

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Bibliographic Details
Main Authors: Liu, Shan (Author), Zhang, Min (Author), Kadam, Pranav (Author), Kuo, C.-C. Jay (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2021.
Edition:1st ed. 2021.
Subjects:
Machine learning.
Artificial intelligence.
Pattern perception.
Optical data processing.
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