Data processing tasks in wireless GI endoscopy: Image-based capsule localization & navigation and video compression

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 2815-2818

  Bulat, J ^b,c   Duda, K ^b,c   Duplaga, M ^c   Fraczek, R ^b,c   Skalski, A ^b,c   Socha, M ^b,c   Turcza, P ^b,c   Zielinski, T P ^a,b,c  

^a IEEE

^b AGH UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Poland)

^c JAGIELLONIAN UNIVERSITY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PROCESSING; FEATURE EXTRACTION; GASTROENTEROLOGY; NEURAL NETWORKS; PRINCIPAL COMPONENT ANALYSIS; VECTOR QUANTIZATION;

GASTROINTESTINAL ENDOSCOPY; VIRTUAL COLONOSCOPY (VC);

ENDOSCOPY;

ALGORITHM; ARTICLE; CAPSULE ENDOSCOPY; COLON; COMPUTED TOMOGRAPHIC COLONOGRAPHY; GASTROINTESTINAL TRACT; GASTROSCOPY; HISTOLOGY; HUMAN; IMAGE PROCESSING; INFORMATION PROCESSING; METHODOLOGY; RADIOGRAPHY; STOMACH;

ALGORITHMS; CAPSULE ENDOSCOPY; COLON; COLONOGRAPHY, COMPUTED TOMOGRAPHIC; DATA COMPRESSION; GASTROINTESTINAL TRACT; GASTROSCOPY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; STOMACH;

EID: 57649148582     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4352914     Document Type: Conference Paper

References (29)

1. Given Imaging Home Page - www.givenimaging.com.
2. G. Iddan, G. Meron, A. Glukhovsky, and P. Swain, "Wireless capsule endoscopy," Nature, pp. 405-417, 2000.
3. M. Mylonaki, A. Fritscher-Ravens, P. Swain, "Wireless capsule endoscopy: a comparison with push enteroscopy in patient with gastroscopy and colonoscopy negative gastrointestinal bleeding," Gut J. (2003)1122-1126.
4. D. Panescu, "Emerging technologies. An imaging pill for gastrointestinal endoscopy," IEEE Eng. in Medicine and Biolology Magazine, vol. 24, no. 4, pp. 12-4, Jul-Aug 2005.
5. EC 1ST Vector Project Home Page - http://www.vector-project.com/
6. MPEG-7 Multimedia Content Description Interfaces. Part 3: Visual, ISO/IEC 15938-3, 2002.
7. B. S. Manjunath, P. Slmbier, T. Sikora, Introduction to MPEG-7 Multimedia Content Description Interface. John Wiley & Sons,Chichester, England (2002).
8. B.S. Manjunath et al., "Color and texture descriptors," IEEE Trans, on Circuits and Systems for Video Tech., vol. 11, no. 6, pp. 703-715, 2001.
9. http://www.lis.e-technik.tu-muenchen.de/research/bv/topics/mmdb/e_mpeg7. html
10. M. T. Coimbra, and J. P. Silva Cuhna, MPEG-7 visual descriptors Contributions for automated feature extraction in capsule endoscopy," IEEE Trans, on Circuits and Systems for Video Technology, vol. 16, no. 5, pp. 628-637, May 2006.
11. M. T. Coimbra et al., "Topographic segmentation and transit time estimation for endoscopic capsule exams," in Proc. IEEE ICASSP-2006, Toulouse, France, May 15-19. 2006, pp. II-l 164-II-1167.
12. Jolliffe, I. T., Principal Component Analysis, 2nd ed., Springer, 2002.
13. C. J. Burges, A tutorial on support vector machines for pattern recognition," Knowledge Discov. Data Mining, vol. 2, no. 2, pp. 1-43, 1998.
14. Y. Linde, A. Buzo, and R. M. Gray,"An Algorithm for Vector Quantizer Design," IEEE Trans, on Comm., vol. COM-28, pp. 84-95, Jan 1980.
15. Gersho, and R. M. Gray, Vector quantization and signal compression. Norwell, MA: Kluwer, 1992.
16. K. Duda et al., "VQ classification based on MPEG-7 visual descriptors for video endoscopic capsule localization in the gastrointestinal tract," EUSIPCO 2007, September 3-7, 2007, Poznan, Poland (accepted).
17. K. Duda et al., "Localization of endoscopic capsule in the GI tract based on MPEG-7 visual descriptors," IEEE 1ST 2007, Poland, 4-5 May 2007.
18. J. Berens, M. Mackiewicz, and D. Bell, "Stomach, intestine and colon tissue discriminators for wireless capsule endoscopy images," Proc. of SPIE Conf. on Med. Imaging, vol. 5747, Bellingham, pp. 283-290, 2005.
19. J. Lee et al., "Automatic classification of digestive organs in wireless endoscopy videos," in Proc. ACM Symp. on Applied Computing SAC'07, Seoul, Korea, March 11-15 2007.
20. H. Yoshida, J. Näppi, P. MacEneaney, D. T. Rubin, A. H. Dachman, "Computer-aided Diagnosis Scheme for Detection of Polyps at CT Colonography," Radiographics, vol. 22 pp. 963- 979, 2002.
21. R. Summers et al, "Computer-aided detection of polyps on oral contrastenhanced CT colonography," Am J Roentgenol, 184(1), pp. 105-108, Jan 2005.
22. P. J. Pickhardt, A. J. Taylor, D. V. Gopal, "Surface Visualization at 3D Endoluminal CT Colonography: Degree of Coverage and Implications for Polyp Detection," Gastroenterology, vol. 130 pp. 1582-1587, 2006.
23. A. Skalski et al., "Colon Cleansing for Virtual Colonoscopy using nonlinear transfer function and morphological operation," IEEE IST 2007.
24. Skalski A., Socha M., Zieliński T., Duplaga M., "CT data processing and visualization aspects of Virtual Colonoscopy," 15th European Signal Processing Conference EUSIPCO 2007 Poznan, (accepted)
25. L. Vincent, P. Soille, "Watersheds in digital spaces: An efficient algorithm based on immersion simulations," IEEE Trans. Patt. Anal. Mach. Int., vol. 13, no. 6, pp. 583-598, June 1991.
26. D. Turgis, R. Puers, "Image compression in video radio transmission for capsule endoscopy," Sensors and Actuators A 123-124 (2005) 129-136.
27. P. Turcza, M. Duplaga, "Low-power image compression for wireless capsule endoscopy," IEEE 1ST 2007, Krakow, Poland, 4-5 May 2007.
28. ITU-T Rec. H.264/ISO/IEC 11496-10, "Advanced Video Coding," Final Committee Draft, Document JVTF100, December 2002.
29. G. K. Wallace, "The JPEG still picture compression standard," Communications of the ACM, Vol. 34, April 1991, pp. 30-44.