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Real-Time Curvature Defect Detection on Outer Surfaces Using Best-Fit Polynomial Interpolation

Authors :
Ahmed Patel
Ehsan Golkar
Anton Satria Prabuwono
Source :
Sensors, Vol 12, Iss 11, Pp 14774-14791 (2012)
Publication Year :
2012
Publisher :
MDPI AG, 2012.

Abstract

This paper presents a novel, real-time defect detection system, based on a best-fit polynomial interpolation, that inspects the conditions of outer surfaces. The defect detection system is an enhanced feature extraction method that employs this technique to inspect the flatness, waviness, blob, and curvature faults of these surfaces. The proposed method has been performed, tested, and validated on numerous pipes and ceramic tiles. The results illustrate that the physical defects such as abnormal, popped-up blobs are recognized completely, and that flames, waviness, and curvature faults are detected simultaneously.

Details

Language :
English
ISSN :
14248220
Volume :
12
Issue :
11
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.47d32e7fdfe41f19a8b79adcbfe65d2
Document Type :
article
Full Text :
https://doi.org/10.3390/s121114774