An Automated Feature-Based Image Registration Strategy for Tool Condition Monitoring in CNC Machine Applications

An Automated Feature-Based Image Registration Strategy for Tool Condition Monitoring in CNC Machine Applications

The implementation of Machine Vision (MV) systems for Tool Condition Monitoring (TCM) plays a critical role in reducing the total cost of operation in manufacturing while expediting tool wear testing in research settings. However, conventional MV-TCM edge detection strategies process each image inde...

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Bibliographic Details
Main Authors: Eden Lazar, Kristin S. Bennett, Andres Hurtado Carreon, Stephen C. Veldhuis
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Sensors
Subjects:
machine vision (MV)
computer vision (CV)
tool wear monitoring
image registration
condition monitoring
condition-based maintenance
Online Access:https://www.mdpi.com/1424-8220/24/23/7458
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