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Paperback 3D Point Cloud Analysis: Traditional, Deep Learning, and Explainable Machine Learning Methods Book

ISBN: 3030891828

ISBN13: 9783030891824

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 traditional point cloud processing methods helps readers build background knowledge quickly, while the deep learning on point clouds methods include comprehensive...

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