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Presentation
Automatic Crack Detection Algorithm for Vibrothermography Sequence-of-Images Data
Aerospace Engineering Conference Papers, Presentations and Posters
  • Miao Li, Iowa State University
  • Stephen D. Holland, Iowa State University
  • William Q. Meeker, Iowa State University
Document Type
Conference Proceeding
Conference
Review of Progress in Quantitative Nondestructive Evaluation
Publication Date
7-1-2009
Geolocation
(41.4803791, -71.5225598)
Abstract
Vibrothermography (Sonic IR, thermosonics) is a technique for finding cracks through frictional heat given off in response to vibration. Vibrothermography provides a sequence of infrared images as output of the inspection process. A fast and accurate automatic crack‐detection algorithm for the sequence‐of‐images data will greatly increase the productivity of vibrothermography method. Matched filtering is a technique widely used in signal detection, and it is the optimal linear filter to maximize the signal‐to‐noise ratio in the presence of additive uncorrelated stochastic noise. Based on key features from images of known cracks, we can construct a three‐dimensional matched filter to detect cracks from the vibrothermography data. In this paper, we evaluate the matched filter developed from a vibrothermography inspection sequence‐of‐images. The probability of detection for the matched filter detection algorithm is then compared with the probability of detection for a simpler detection algorithm that is based on a scalar measure of the amount of heat generated in an inspection. Our results show the matched filter algorithm provides improved detection capability when a flaw signature is known approximately.
Comments

Copyright 2010 American Institute of Physics. This article may be downloaded for personal use only. Any other use requires prior permission of the author and the American Institute of Physics.

This article appeared in AIP Conference Proceedings, 1211 (2010): 1919–1926 and may be found at http://dx.doi.org/10.1063/1.3362336.

Copyright Owner
American Institute of Physics
Language
en
Citation Information
Miao Li, Stephen D. Holland and William Q. Meeker. "Automatic Crack Detection Algorithm for Vibrothermography Sequence-of-Images Data" Kingston, RI(2009)
Available at: http://works.bepress.com/wqmeeker/11/