Title :
Improving the Reconstruction Accuracy of GAs-Based NDE/NDT Methods through a Level Set Approach
Author :
Donelli, Massimo ; Benedetti, Mauro ; Rocca, Paolo ; Massa, A.
Author_Institution :
Trento Univ., Trento
Abstract :
In the framework of nondestructive testing and evaluation (NDE/NDT), this paper deals with the problem of the detection of unknown anomalies in dielectric materials. The proposed inverse scattering approach consists of a two-step procedure aimed at firstly estimating the region-of-interest where the defect is supposed to be located and then improving the qualitative imaging (i.e., the shape and position) of the crack. In order to assess the effectiveness of the proposed approach, an illustrative result from representative numerical test cases is presented and discussed.
Keywords :
dielectric materials; genetic algorithms; image reconstruction; nondestructive testing; dielectric materials; genetic algorithm; inverse scattering approach; nondestructive evaluation; nondestructive testing; qualitative imaging; reconstruction accuracy; region-of-interest estimation; unknown anomalies detection; Cost function; Electromagnetic fields; Electromagnetic scattering; Genetic algorithms; Green´s function methods; Image reconstruction; Inverse problems; Level set; Microwave imaging; Shape; Genetic Algorithms; Level-Set; Microwave Imaging; NDE/NDT;
Conference_Titel :
Imaging Systems and Techniques, 2007. IST '07. IEEE International Workshop on
Conference_Location :
Krakow
Print_ISBN :
1-4244-0965-9
Electronic_ISBN :
1-4244-0965-9
DOI :
10.1109/IST.2007.379572