A New Approach for Discontinuity Extraction Based on an Improved Naive Bayes Classifier

A New Approach for Discontinuity Extraction Based on an Improved Naive Bayes Classifier

An increasing number of methods are being used to extract rock discontinuities from 3D point cloud data of rock surfaces. In this paper, a new method for automatic extraction of rock discontinuity based on an improved Naive Bayes classifier is proposed. The method first uses principal component anal...

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Bibliographic Details
Main Authors: Guangyin Lu, Xudong Zhu, Bei Cao, Yani Li, Chuanyi Tao, Zicheng Yang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Applied Sciences
Subjects:
rock mass
point cloud
discontinuity
automatic extraction
machine learning
Naive Bayes classifier
Online Access:https://www.mdpi.com/2076-3417/14/5/2050

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