Title :
Computerized tomography with radial basis functions network: a neuro-fuzzy approach
Author :
Tabuchi, H. ; Miyoshi, T. ; Ichibashi, H. ; Ohno, K.
Author_Institution :
Dept. of Ind. Eng., Osaka Prefecture Univ., Japan
Abstract :
A neuro-fuzzy approach to computerized tomography (CT) for the reconstruction of smooth distribution of some material parameters is proposed. The performance of the method is tested using computer generated data and experimental data collected by seismic probing. The tomographic images of time-of-flight information agreed with previously available borehole logs information
Keywords :
computerised tomography; feedforward neural nets; fuzzy logic; geophysical prospecting; geophysical signal processing; geophysical techniques; image reconstruction; inverse problems; seismology; borehole logs; computerized tomography; neuro-fuzzy approach; radial basis functions network; seismic probing; time-of-flight information; Biomedical imaging; Computed tomography; Educational institutions; Fuzzy reasoning; Geology; Image reconstruction; Iterative methods; Optical attenuators; Optical propagation; Testing;
Conference_Titel :
Neural Networks, 1995. Proceedings., IEEE International Conference on
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-2768-3
DOI :
10.1109/ICNN.1995.487713
