DocumentCode :
1985745
Title :
Terahertz Computed Tomographic Reconstruction and its Wavelet-based Segmentation by Fusion
Author :
Yin, X.X. ; Ng, B.W.-H. ; Ferguson, B. ; Mickan, S.P. ; Abbott, D.
Author_Institution :
Univ. of Adelaide, Adelaide
fYear :
2007
fDate :
4-7 June 2007
Firstpage :
3409
Lastpage :
3414
Abstract :
In this paper, terahertz (T-ray) computed tomographic (CT) imaging [1] and segmentation techniques are investigated. The traditional filtered back projection is applied for the reconstruction of terahertz coherent tomography. A set of linear image fusion and novel wavelet scale correlation segmentation techniques is adopted to achieve material discrimination within a three dimensional (3D) object. The methods are applied to a T-ray CT image dataset taken from a plastic vial containing a plastic tube. This setup simulates the imaging of a simple nested organic structure, which provides an indication of the potential for using T-ray CT imaging to achieve T-ray pulsed signal classification of heterogeneous layers. The wavelet based fusion scheme enjoys the additional benefit that it does not require the calculation of a single threshold and there is only a segmenter parameter to adjust.
Keywords :
computerised tomography; image fusion; image reconstruction; image segmentation; submillimetre wave imaging; 3D object; computed tomographic imaging; filtered back projection; image fusion; material discrimination; plastic vial; pulsed signal classification; terahertz coherent tomography; terahertz computed tomographic reconstruction; wavelet based fusion; wavelet scale correlation segmentation; Biomedical optical imaging; Computed tomography; Image reconstruction; Image segmentation; Optical imaging; Optical materials; Optical scattering; Pattern classification; Plastics; Pulse measurements;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
Type :
conf
DOI :
10.1109/ISIE.2007.4375164
Filename :
4375164
Link To Document :
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