Analysis of Crohn's disease lesions in capsule endoscopy images

Proceedings - IEEE International Conference on Robotics and Automation

Volumn , Issue , 2009, Pages 2793-2798

  Bejakovic, Srdan ^a   Kumar, Rajesh ^a   Dassopoulos, Themistocles ^b   Mullin, Gerard ^c   Hager, Gregory ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

^b WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CAPSULE ENDOSCOPY; CAPSULE ENDOSCOPY IMAGE; CLINICAL ANALYSIS; CROHN'S DISEASE; DATA COLLECTION; GASTROINTESTINAL TRACT;

ROBOTICS;

ENDOSCOPY;

EID: 70350371279     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBOT.2009.5152774     Document Type: Conference Paper

References (18)

1. G. Iddan, G. Meron, A. Glukhovsky, P. Swain, "Wireless capsule endoscopy", Nature, vol.405, pp.417-1417, 2000.
2. B. S Lewis, "Expanding role of capsule endoscopy in inflammatory bowel disease", World J Gastroenterol.; vol.14(26): pp.4137-4141, 2008.
3. Md. K. Bashar, K. Mori, Y. Suenaga, T. Kitasaka, Y. Mekada, "Detecting Informative Frames from Wireless Capsule Endoscopic Video Using Color and Texture Features", in Proc MICCAI, Springer Lecture Notes In Computer Science (LNCS), vol.5242, pp. 603-611, 2008.
4. L. Igual, S. Segui, J. Vitria, F. Azpiroz, and P. Radeva, "Eigenmotion- Based Detection of Intestinal Contractions", in Proc. CAIP, Springer LNCS, vol.4673, pp. 293-300, 2007.
5. S. Hwang, J. Oh, J. Cox, S. J. Tang, H. F. Tibbals. "Blood detection in wireless capsule endoscopy using expectation maximization clustering", in Proc. SPIE, Vol.6144. 2006.
6. Y. S. Jung, Y. H. Kim, D. H. Lee , J. H. Kim, "Active Blood Detection in a High Resolution Capsule Endoscopy using Color Spectrum Transformation" in Proc. International Conference on BioMedical Engineering and Informatics, pp.859-862, 2008.
7. J. Lee, J. Oh, S. K. Shah, X. Yuan, S. J. Tang, "Automatic Classification of Digestive Organs in Wireless Capsule Endoscopy Videos", in Proc. SAC'07, 2007.
8. M. Coimbra, P. Campos, J.P. Silva Cunha; "Topographic segmentation and transit time estimation for endoscopic capsule exams", in Proc. IEEE ICASSP, 2006.
9. D. K. Iakovidisa, D. E. Maroulisa, S. A. Karkanis; "An intelligent system for automatic detection of gastrointestinal adenomas in video endoscopy", Computers in biology and medicine.
10. M. M. Zheng, S. M. Krishnan, M. P.Tjoa; "A fusion-based clinical decision support for disease diagnosis from endoscopic images", Computers in biology and medicine, vol.35 pp. 259-274, 2005.
11. J. Berens, M. Mackiewicz, D. Bell. .,Stomach, intestine and colon tissue discriminators for wireless capsule endoscopy images", in Proc. SPIE Conference on Medical Imaging, vol. 5747, pp. 283-290, 2005.
12. H. Vu, T. Echigo, R. Sagawa, K. Yagi, M. Shiba, K. Higuchi, T. Arakawa, Y. Yagi "Contraction Detection in Small Bowel from an Image Sequence of Wireless Capsule Endoscopy", in Proc. MICCAI, LNCS, vol.4791, pp. 775-783, 2007.
13. Lin, H.C., I. Shafran, T. Murphy, A.M. Okamura, D.D. Yuh, G.D. Hager: "Automatic Detection and Segmentation of Robot-Assisted Surgical Motions" in Proc. MICCAI, LNCS, vol.XYZW, pp. 802- 810, 2005.
14. L. Lu, G. D. Hager, L. Younes, "A Three Tiered Approach for Articulated Object Action Modeling and Recognition", Advances in Neural Information Processing Systems, vol.17, pp. 841-848, 2005.
15. L. Lu, K. Toyama, G. D. Hager, "A Two Level Approach for Scene Recognition", in Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 688-695, 2005.
16. B. S. Manjunath, J-S. Ohm, V. V. Vasudevan, A. Yamada; "Color and Texture Descriptors", IEEE Transactions on Circuits and Systems for Video Technology, vol.11(6), pp703-715, 2001.
17. MPEG-7 Reference software, hyperlink, http://www.lis.ei.tum.de/research/ bv/topics/mmdb/e-mpeg7.html, last accessed October 2007.
18. Haralick, R.M., K. Shanmugan, and I. Dinstein; Textural Features for Image Classification, IEEE Transactions on Systems, Man, and Cybernetics, 1973, pp. 610-621.