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

by Shan Liu

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...

• Format: Paperback
• Language: English
• ISBN: 3030891828
• ISBN13: 9783030891824
• Release Date: December 2022
• Publisher: Springer
• Length: 146 Pages
• Weight: 0.52 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"