DocumentCode :
2269532
Title :
3-D radar image processing methodology for Non-Destructive Testing of aeronautics composite materials and structures
Author :
Brook, A. ; Cristofani, E. ; Vandewal, M. ; Matheis, C. ; Jonuscheit, J.
Author_Institution :
CISS Dept., R. Mil. Acad., Brussels, Belgium
fYear :
2012
fDate :
7-11 May 2012
Abstract :
Recently, there has been a significant interest in employing high frequency radar imagery for many industrial oriented and security applications. The quality control of aeronautics composite multi-layered materials and structures through Non-Destructive Testing (NDT) is the main focus of this study. The main motivations for using this technology are: it allows penetration of most non-metal and non-polarized materials, it provides the ability for three-dimensional (3-D) imagery and in-depth information, and the millimeter waves (mmW) pose no health risk to the operator. The main goal of this research is to develop an integrated, semi-automatic and near real-time mode-operated image processing methodology for frequency-modulated continuous-wave (FMCW) millimeter wave images with center frequencies around 100 GHz and 300 GHz. The proposed methodology firstly foresees to process reflectance and transmittance 3-D imagery by extracting areas of interest and object´s boundaries at two operated frequencies. Then, the detected areas are subjected to a multi-source database and integrated by a decision tree algorithm. The fused information is used to identify defects and in-homogeneities within the objects. Finally, the post-processing phase examines and evaluates the spatial accuracy of the extracted information.
Keywords :
CW radar; FM radar; aerospace materials; composite materials; decision trees; nondestructive testing; quality control; radar imaging; structural engineering; 3d radar image processing methodology; FMCW millimeter wave images; NDT; aeronautics composite materials; aeronautics composite structures; decision tree algorithm; extracted information; frequency 100 GHz to 300 GHz; frequency-modulated continuous-wave millimeter wave images; high frequency radar imagery; in-depth information; millimeter waves; multisource database; near real-time mode-operated image processing methodology; nondestructive testing; nonmetal materials penetration; nonpolarized materials penetration; post-processing phase examines; process reflectance imagery; quality control; semi-automatic mode-operated image processing methodology; spatial accuracy; three-dimensional imagery; transmittance 3-D imagery; Classification algorithms; Clustering algorithms; Composite materials; Image reconstruction; Image segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference (RADAR), 2012 IEEE
Conference_Location :
Atlanta, GA
ISSN :
1097-5659
Print_ISBN :
978-1-4673-0656-0
Type :
conf
DOI :
10.1109/RADAR.2012.6212248
Filename :
6212248
Link To Document :
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