DocumentCode
3486848
Title
Fast pseudo-enhancement correction in CT colonography using linear shift-invariant filters
Author
Boyes, Richard ; Slabaugh, Greg ; Beddoe, Gareth
Author_Institution
Medicsight PLC, UK
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
2509
Lastpage
2512
Abstract
This paper presents a novel method to approximate shift-variant Gaussian filtering of an image using a set of shift-invariant Gaussian filters. This approximation affords filtering of the image using fast convolution techniques that rely on the FFT, while achieving a result that closely matches the shift-variant result. We demonstrate the method in a CT colonography application that reduces the pseudo-enhancement effect, which is a local brightening artifact in CT imaging that can result from the use of oral contrast agents. Experimental results demonstrate the effectiveness of the method and emphasize its computational efficiency.
Keywords
Gaussian processes; computerised tomography; fast Fourier transforms; image enhancement; medical image processing; CT colonography; fast convolution techniques; fast pseudoenhancement correction; image filtering; linear shift-invariant Gaussian filters; Attenuation; Colonic polyps; Computed tomography; Convolution; Equations; Filtering; Kernel; Nonlinear filters; Tagging; Virtual colonoscopy; CT colonography; pseudo-enhancement artifact; shift-invariant filtering; shift-variant filtering;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414016
Filename
5414016
Link To Document