Title :
Three-dimensional image construction for non-destructive testing
Author :
Matsumoto, Takashi ; Ohta, Kenichi ; Hata, Yutaka ; Taniguchi, Kazuhiko
Author_Institution :
Dept. of Comput. Eng., Himeji Inst. of Technol., Hyogo, Japan
Abstract :
We propose a fuzzy inference based method to visualize the 3D structure of a tube buried in a concrete. The nondestructive testing (NDT) with pulse-radar, which makes it possible to non-destructively unmask the tubes in a concrete, is one of the most remarkable techniques of NDT. However, only expert can interpret the scanned data. In our work, we represent such expert´s knowledge with fuzzy if-then rules. First, the method estimates the candidate points of a tube on the scanned data. Next, 3D links of the candidate points are constructed by inferring the continuousness of the tube. Thus, this method can extract the internal structure of the concrete. Our experimental result expressed the 3D structure of tubes with high accuracy compared with the radiograph result
Keywords :
buried object detection; fuzzy set theory; image reconstruction; inference mechanisms; nondestructive testing; radar applications; stereo image processing; 3D image reconstruction; NDT; buried tube detection; candidate points; fuzzy inference; fuzzy rules; nondestructive testing; pulse-radar; Concrete; Data mining; Data visualization; Fuzzy logic; Iron; Logic testing; Nondestructive testing; Plasma welding; Radiography; Steel;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.902991