An SVM-Based Scheme for Automatic Identification of Architectural Line Features and Cracks

An SVM-Based Scheme for Automatic Identification of Architectural Line Features and Cracks

This research investigates fundamental problems in object recognition in earthen heritage and addresses the possibility of an automatic crack detection method for rammed earth images. We propose and validate a straightforward support vector machine (SVM)-based bidirectional morphological approach to...

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Bibliographic Details
Main Authors: Mahshid Zeighami Moghaddam, Gessica Umili, Vito Messina, Sabrina Bonetto, Anna Maria Ferrero, Gaia Bollini, David Gandreau
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
earthen heritage
rammed earth
crack detection
connected component
morphological approach
machine learning
Online Access:https://www.mdpi.com/2076-3417/10/15/5077

Internet

https://www.mdpi.com/2076-3417/10/15/5077

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