Abstract
In computed tomographic colonography, colonic/haustral folds often serve as important anatomic landmarks for various tasks, such as virtual endoscopic navigation, tenia coli extraction, prone/supine registration, and polyp matching. In this paper, we present an automatic fold segmentation method based on the negative ridge line detection method. Because haustral folds meet the normal colon wall at negative ridge lines, automatic fold segmentation can be achieved by taking the negative ridge lines as fold boundaries. Preliminary results on patient data are very promising.
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References
Liang, Z., Wang, S.: An EM approach to MAP solution of segmenting tissue mixtures: a numerical analysis. IEEE Transactions on Medical Imaging 28(2), 297–310 (2009)
Wang, S., Li, L., Cohen, H., Mankes, S., Chen, J., Liang, Z.: An EM approach to MAP solution of segmenting tissue mixture percentages with application to CT-based virtual colonoscopy. Medical. Physics 35(12), 5787–5798 (2008)
Zhu, H., Duan, C., Pickhardt, P., Wang, S., Liang, Z.: Computer-aided detection of colonic polyps with level set-based adaptive convolution in volumetric mucosa to advance CT colonography toward a screening modality. Cancer Management and Research 1(1), 1–13 (2009)
Lorensen, W.E., Cline, H.E.: Marching cubes: A high resolution 3D surface construction algorithm. Computer Graphics 21(4), 163–169 (1987)
Monga, O., Benayoun, S., Faugeras, O.: From partial derivatives of 3D density images to ridge lines. In: Proc. CVPR 1992, pp. 354–359. IEEE (1992)
Ohtake, Y., Belyaev, A., Seidel, H.: Ridge-valey lines on meshes via implicit surface fitting. ACM Transaction on Graphics (TOG) 23(3), 609–612 (2004)
Cazals, F., Pouget, M.: Estimating differential quantities using polynomial fitting of osculating jets. Computer Aided Geometric Design 22, 121–124 (2005)
Cazals, F., Pouget, M.: Topoly driven algorithms for ridge extraction on meshes, Technical Report RR-5526, INRIA (2005)
Wan, M., Liang, Z., Ke, Q., Hong, L., Bitter, I., Kaufman, A.: Automatic centerline extraction for virtual colonoscopy. IEEE Transactions on Medical Imaging 21(12), 1450–1460 (2002)
Mitchell, J.S.B., Mount, D.M., Papadimitriou, C.H.: The discrete geodesic problem. SIAM Journal on Computing 16(4), 647–668 (1987)
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© 2011 Springer-Verlag Berlin Heidelberg
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Zhu, H., Li, L., Fan, Y., Liang, Z. (2011). Haustral Fold Segmentation of CT Colonography Using Ridge Line Detection. In: Yoshida, H., Cai, W. (eds) Virtual Colonoscopy and Abdominal Imaging. Computational Challenges and Clinical Opportunities. ABD-MICCAI 2010. Lecture Notes in Computer Science, vol 6668. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-25719-3_4
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DOI: https://doi.org/10.1007/978-3-642-25719-3_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-25718-6
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