Automatic classification of digestive organs in wireless capsule endoscopy videos

Proceedings of the ACM Symposium on Applied Computing

Volumn , Issue , 2007, Pages 1041-1045

  Lee, Jeongkyu ^a   Oh, Junghwan ^b   Shah, Subodh Kumar ^a   Yuan, Xiaohui ^b   Tang, Shou Jiang ^c  

^a University of Bridgeport   (United States)

^b UNIVERSITY OF NORTH TEXAS   (United States)

^c UNIVERSITY OF TEXAS SOUTHWESTERN MEDICAL CENTER   (United States)

Author keywords

Energy function; Event boundary detection; Event hierarchy; High frequency content function; Software; Wireless capsule endoscopy

Indexed keywords

BIOLOGICAL ORGANS; ENDOSCOPY; PATTERN RECOGNITION; SURGERY; WIRELESS SENSOR NETWORKS;

ENERGY FUNCTION; EVENT BOUNDARY DETECTION; HIGH FREQUENCY CONTENT FUNCTION; WIRELESS CAPSULE ENDOSCOPY;

CLASSIFICATION (OF INFORMATION);

EID: 35348881151     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1244002.1244230     Document Type: Conference Paper

References (15)

1. J. Berens, M. Mackiewicz, and D. Bell. Stomach, intestine and colon tissue discriminators for wireless capsule endoscopy images. In Proc. of SPIE Conference on Medical Imaging, volume 5747, pages 283-290, Bellingham, WA, 2005.
2. G. Bresci, G. Parisi, M. Bertoni, T. Emanuele, and A. Capria. Video capsule endoscopy for evaluating obscure gastrointestinal bleeding and suspected small-bowel pathology. J Gastroenterol, 39(8):803-806, August 2004.
3. Y. Du, C.-I. Chang, and P. D. Thouin. Unsupervised approach to color video thresholding. Optical Engineering, 43(2):282-289, 2004.
4. W. B. Frakes and R. Baeza-Yates. Information Retrieval - Data Structures and Algorithms. Prentice Hall, Englewood Cliffs, 1992.
5. Y. Gong, H. Chua, and X. Guo. Image indexing and retrieval based on color histogram. In Proc. of Int'l Conf. Multimedia Modeling, pages 115-126, Singapore, Nov. 1995.
6. J. Hafner and et al. Efficient color histogram indexing for quadratic from distance function. In IEEE Transaction on Pattern Analysis and Machine Intelligence, pages 729-736, 1995.
7. P. Hubka, V. Rosik, J. Zdinak, M. Tysler, and I. Hulin. Independent Component Analysis of Electrogastrographic Signals. MEASUREMENT SCIENCE REVIEW, 5(2):21-24, 2005.
8. S. Hwang, J. Oh, J. Cox, S. J. Tang, and H. F. Tibbals. Blood detection in wireless capsule endoscopy using expectation maximization clustering, volume 6144. SPIE, 2006.
9. J. Lee, J.-H. Oh, and S. Hwang. Scenario based dynamic video abstractions using graph matching. In ACM Multimedia, pages 810-819, Singapore, November 2005.
10. M. Masaru Suzuki, S. Hori, T. Funabiki, T. Masaoka, R. S. Hirota, and N. Aikawa. Electrocardiogram Signal De-noising Using Multiple Auto-filtering. Acad Emerg Med, 13(5):S187, 2006.
11. P. Masri and A. Bateman. Improved modelling of attack transient in music analysis-resynthesis. University of Bristol., 1996.
12. P. Spyridonos, F. Vilarino, J. Vitria, F. Azpiroz, and P. Radeva. Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions. In Proceedings of the 9th MICCAI, Copenhagen, Denmark, October 2006.
13. P. Swain. Wireless capsule endoscopy. Internation Journal of Gastroenterology and Hepatology, 52(90004):48iv-50, June 2003.
14. S. Tang and G. Haber. Capsule endoscopy in obscure gastrointestinal bleeding. Gastrointest Endoscopy Clinics of North America, 14:87-100, 2004.
15. F. Vilarino, L. I. Kuncheva, and P. Radeva. ROC curves and video analysis optimization in intestinal capsule endoscopy. Pattern Recognition Letters, 27:875-881, 2006.