Active contours for localizing polyps in colonoscopic NBI image data

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7963, Issue , 2011, Pages

  Breier, Matthias ^a   Gross, Sebastian ^a   Behrens, Alexander ^a   Stehle, Thomas ^a   Aach, Til ^a  

^a RWTH AACHEN UNIVERSITY   (Germany)

Author keywords

active contours; active rays; cancer; colonoscopy; localization; NBI; polyp

Indexed keywords

ACTIVE CONTOURS; ACTIVE RAYS; CANCER; COLONOSCOPY; LOCALIZATION; NBI; POLYP;

DISEASES; ENDOSCOPY; HOUGH TRANSFORMS; IMAGE MATCHING; MEDICAL IMAGING; SURFACE STRUCTURE; TEMPLATE MATCHING;

COMPUTER AIDED DIAGNOSIS;

EID: 79955750757     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.877986     Document Type: Conference Paper

References (18)

1. Jemal, A., Siegel, R., Ward, E., Hao, Y., Xu, J., and Thun, M. J., "Cancer Statistics, 2009," CA Cancer J Clin 59(4), 225-249 (2009).
2. Vogelstein, B., Fearon, E. R., andS. E. Kern, S. R. H., Preisinger, A. C., Leppert, M., Nakamura, Y., White, R., Smits, A. M., and Bos, J. L., "Genetic alterations during colorectal-tumor development.," New England Journal of Medicine 319, 525-532 (September 1988).
3. Kudo, S., Hirota, S., Nakajima, T., Hosobe, S., Kusaka, H., Kobayashi, T., Himori, M., and Yagyuu, A., "Colorectal tumours and pit pattern.," Journal of Clinical Pathology 47, 880-885 (Oct 1994).
4. Wong Kee Song, L. M., Adler, D. G., Chand, B., Conway, J. D., Croffie, J. M., DiSario, J. A., Mishkin, D. S., Shah, R. J., Somogyi, L., Tierney, W. M., and Petersen, B. T., "Chromoendoscopy," Gastrointestinal Endoscopy 66, 639-649 (Oct. 2007). (Pubitemid 47464263)
5. Tischendorf, J. J. W., Wasmuth, H. E., Koch, A., Hecker, H., Trautwein, C., and Winograd, R., "Value of magnifying chromoendoscopy and narrow band imaging (NBI) in classifying colorectal polyps: a prospective controlled study.," Endoscopy 39, 1092-1096 (Dec 2007).
6. Stehle, T., Auer, R., Gross, S., Behrens, A., Wulff, J., Aach, T., Winograd, R., Trautwein, C., and Tischendorf, J., "Classification of colon polyps in NBI endoscopy using vascularization features," in [Medical Imaging 2009: Computer-Aided Diagnosis], Karssemeijer, N. and Giger, M. L., eds., SPIE Vol. 7260, Orlando, USA (February 7-12 2009).
7. Gross, S., Kennel, M., Stehle, T., Wulff, J., Tischendorf, J., Trautwein, C., and Aach, T., "Polyp segmentation in NBI colonoscopy," in [Bildverarbeitung für die Medizin 2009], Springer, Berlin (2009). 252-256.
8. Perona, P. and Malik, J., "Scale-space and edge detection using anisotropic diffusion," IEEE Transactions on Pattern Analysis and Machine Intelligence 12(7), 629-639 (1990). (Pubitemid 20726016)
9. Canny, J., "A computational approach to edge detection," IEEE Transactions on Pattern Analysis and Machine Intelligence 8(6), 679-698 (1986).
10. Acton, S. and Ray, N., [Biomedical Image Analysis: Segmentation (Synthesis Lectures on Image, Video, & Multimedia Processing)], Morgan & Claypool Publishers (2007).
11. Kass, M., Witkin, A., and Terzopoulos, D., "Snakes: Active contour models," International Journal of Computer Vision 1, 321-331 (Jan. 1988).
12. Ramage, M. and Lindsay, E., "Wrapping snakes for improved lip segmentation," IEEE International Conference on Acoustics, Speech, and Signal Processing 0, 1205-1208 (2009).
13. Perrin, D. P. and Smith, C. E., "Rethinking classical internal forces for active contour models," IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2, 615 (2001).
14. Williams, D. J., and Shah, M., "A fast algorithm for active contours and curvature estimation," Graphical Models and Image Processing: Image Understanding 55(1), 14-26 (1992).
15. Amini, A., Tehrani, S., and Weymouth, T., "Using dynamic programming for minimizing the energy of active contours in the presence of hard constraints," in [International Conference on Computer Vision 1988], 95-99 (1988).
16. Denzler, J. and Niemann, H., "Active rays: Polar-transformed active contours for real-time contour tracking," Real-Time Imaging 5(3), 203-213 (1999).
17. Ballard, D., "Generalizing the hough transform to detect arbitrary shapes," Pattern Recognition 13(2), 111-122 (1981). (Pubitemid 11504608)
18. Loong, T.-W., "Understanding sensitivity and specificity with the right side of the brain," British Medical Journal 327(7417), 716-719 (2003). (Pubitemid 37176753)