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
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;
Conference_Titel :
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5653-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2009.5414016