Sensitivity to error of the truncated Hilbert transform technique for interior reconstruction

Type of content
Conference Contributions - Published
Thesis discipline
Degree name
Publisher
University of Canterbury. Electrical and Computer Engineering
Journal Title
Journal ISSN
Volume Title
Language
Date
2011
Authors
Opie, A.M.T.
Bones, P.J.
Abstract

Historically, computed tomography reconstructions from truncated projection data have been considered non-unique. However, several recent results suggest that if the density of the object is known on some small region within the region of interest (ROI) then a unique and stable reconstruction of the complete ROI may be possible. Unfortunately, prior knowledge of the exact density of an object being scanned is uncommon, and as such an experimentally determined estimate must be used in its place. This estimate will naturally contain errors. We have performed several reconstruction simulations to establish the sensitivity of the proposed algorithm to errors in the prior knowledge. Our results suggest that the most important element of the prior knowledge is its mean value, while perturbations of the details cause fewer problems in the reconstructed images.

Description
Citation
Opie, A.M.T., Bones, P.J. (2011) Sensitivity to error of the truncated Hilbert transform technique for interior reconstruction. Brussels, Belgium: 18th IEEE International Conference on Image Processing (ICIP), 11-14 Sep 2011. Proceedings, 421-424.
Keywords
computed tomography, incomplete data, sensitivity to error
Ngā upoko tukutuku/Māori subject headings
ANZSRC fields of research
Field of Research::09 - Engineering::0903 - Biomedical Engineering
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