DocumentCode :
2391252
Title :
Using Fourier information for the detection of the lumen in endoscope images
Author :
Chee-Keong, Kwoh ; Gillies, Duncan Fyfe
Author_Institution :
Dept. of Comput., Imperial Coll. of Sci., Technol. & Med., London, UK
fYear :
1994
fDate :
22-26 Aug 1994
Firstpage :
981
Abstract :
An endoscope is a viewing instrument used for examining the inside surfaces of the human body for the purpose of diagnosis and minor surgical treatment. To date, only highly skilled specialists have been able to perform endoscopic investigations. We are proposing to rectify this situation by using computer vision to provide automatic guidance and advice during colonoscopy. In order to navigate an endoscope automatically through the colon, we need to process colon images to extract information, in particular, the position of the lumen (the point to which the endoscope should be directed) with respect to the centre of the image. To achieve this, we have devised and implemented a new Fourier Domain method. Since real time performance is required, we have devised simplified mathematical equations that effectively reduce a 2D FFT (Fast Fourier Transform) into two 1D FFTs. We found it was necessary to use a tapering window to minimize the edge discontinuity problem that leads to mis-classification. The results that we have obtained demonstrate that the method is highly effective in identifying the lumen position
Keywords :
biomedical imaging; computer vision; fast Fourier transforms; medical image processing; real-time systems; 2D FFT; Fast Fourier Transform; Fourier Domain method; Fourier information; automatic guidance; colon images; colonoscopy; computer vision; edge discontinuity problem; endoscope images; endoscopic investigation; human body; lumen detection; mathematical equations; real time performance; tapering window; viewing instrument; Colon; Colonoscopy; Computer vision; Data mining; Endoscopes; Humans; Navigation; Surface treatment; Surgery; Surgical instruments;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
TENCON '94. IEEE Region 10's Ninth Annual International Conference. Theme: Frontiers of Computer Technology. Proceedings of 1994
Print_ISBN :
0-7803-1862-5
Type :
conf
DOI :
10.1109/TENCON.1994.369164
Filename :
369164
Link To Document :
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