Controlling the display of capsule endoscopy video for diagnostic assistance

IEICE Transactions on Information and Systems

Volumn E92-D, Issue 3, 2009, Pages 512-528

  Vu, Hai ^a   Echigo, Tomio ^b   Sagawa, Ryusuke ^a   Yagi, Keiko ^c   Shiba, Masatsugu ^d   Higuchi, Kazuhide ^d   Arakawa, Tetsuo ^d   Yagi, Yasushi ^a  

^a OSAKA UNIVERSITY   (Japan)

^b OSAKA ELECTRO COMMUNICATION UNIVERSITY   (Japan)

^c KOBE PHARMACEUTICAL UNIVERSITY   (Japan)

^d OSAKA CITY UNIVERSITY GRADUATE SCHOOL OF MEDICINE   (Japan)

Author keywords

Capsule endoscopy; Color similarity; Motion displacements; Video display rate control

Indexed keywords

DECISION TREES; IMAGE CODING;

CAPSULE ENDOSCOPY; CAPSULE ENDOSCOPY IMAGE; CLINICAL EVALUATION; COLOR SIMILARITY; MOTION DISPLACEMENTS; OPTIMAL PARAMETER; PARAMETRIC FUNCTIONS; RATE CONTROLS;

ENDOSCOPY;

EID: 77950324740     PISSN: 09168532     EISSN: 17451361     Source Type: Journal    
DOI: 10.1587/transinf.E92.D.512     Document Type: Article

References (49)

1. D. G. Adler and C. J. Gostout, "Wireless capsule endoscopy - state of art, " Hospital Physician, pp. 14-22, May 2003.
2. P. Swain, "Wireless capsule endoscopy, " GUT, vol. 52, pp. 48-50, 2003.
3. P. Swain and A. Fritscher-Ravens, "Role of video endoscopy in managing small bowel disease, " GUT, vol. 53, pp. 1866-1875, 2004.
4. G. Iddan, G. Meron, A. Glukovsky, and P. Swain, "Wireless capsule endoscope, " Nature, vol. 405, p. 417, May 2000.
5. Given Imaging's Homepage, "http://www.givenimaging.com/en-us/ Patients/Pages/pagePatient.aspx, " April 2008.
6. Given Imaging, "http://www.givenimaging.com/en-us/ HealthCareProfessionals/Products/Pages/Software.aspx, " Oct. 2007.
7. American Society for Gastrointestinal Endoscopy - ASGE, "Technology status evaluation report wireless capsule endoscopy, " Gastrointestinal Endoscopy, vol. 56, no. 5, pp. 1866-1875, Aug. 2002.
8. Medical Advisory Secretariat, "Wireless capsule endoscopy, health technology literature review, " Ontario Ministry of Health and Longterm Care, Canada, May 2003.
9. M. Hadathi, G. Heine, A. Jacobs, A. V. Bodegrawn, and L. Mdlder, "A prospective study comparing video capsule endoscope followed by double balloon enteroscopy for suspected small bowel disease, " Program & Abstract of the International Conference Capsule Endoscope, p. 203, 2005.
10. M. Keuchel, S. Al-Harthi, and F. Hagenmuller, "New automatic mode of rapid 4 software reduces reading time for small bowel pillcam studies, " Program & Abstract of the International Conference Capsule Endoscope, p. 93, 2006.
11. Y. Li, T. Zhang, and D. Tretter, "An overview of video abstraction techniques, " HP Laboratory Technical Report HPL-2001-191, July 2001.
12. B. Shahraray, "Scene change detection and content-based sampling of video sequences, " Proc. IS&T/SPIE, pp. 2-13, 1995.
13. D. Swanberg, C. Shu, and R. Jain, "Knowledge guided parsing in video database, " Proc. IS&T/SPIE, pp. 13-24, 1993.
14. S. Smoliar and H. Zhang, "Content-based video indexing and retrieval, " IEEE Multimedia, vol. 1, no. 2, pp. 62-72, 1994.
15. C. Toklu and S. P. Liou, "Automatic keyframe selection for contentbased video indexing and access, " Proc. IS&T/SPIE, pp. 554-563, 2000.
16. S. Pfeiffer, R. Lienhart, S. Fisher, and W. Effelsberg, "Abstracting digital movies automatically, " J. Visual Communication and Image Representation, vol. 7, no. 4, pp. 345-353, Dec. 1996.
17. R. Lienhart, "Dynamic video summarization of home video, " Proc. IS&T/SPIE, pp. 378-389, 2000.
18. N. Petrovic, N. Jojic, and T. S. Huang, "Adaptive video fast forward, " Multimedia Tool and Applications, vol. 26, no. 3, pp. 327-344, Aug. 2005.
19. K. A. Peker, A. Divakaran, and H. Sun, "Constant pace skimming and temporal sub-sampling of video using motion activity, " Proc. IEEE Conf. on ICIP, pp. 414-417, 2001.
20. K. A. Peker and A. Divakaran, "An extended framework for adaptive playback-based video summarization, " Mitsubishi Electric Research Laboratory Technical Report TR-2003-115, Sept. 2003.
21. M. Mackiewicz, J. Berens, M. Fisher, and G. Bell, "Colour and texture based gastrointestinal tissue discrimination, " Proc. IEEE Int. Conf. Acoust. Speech Signal Process. ICASSP, pp. 597-600, May 2006.
22. M. Mackiewicz, J. Berens, and M. Fisher, "Wireless capsule endoscopy video segmentation using support vector classifiers and hidden markov models, " Proc. International Conference on Medical Image Understanding and Analyses, June 2006.
23. M. Coimbra, P. Campos, and J. P. S. Cunha, "Topographic segmentation and trasit time estimation for endoscopic capsule exam, " Proc. IEEE Int. Conf. Acoust. Speech Signal Process., pp. 1164-7, May 2006.
24. M. Coimbra and J. P. S. Cunha, "Mpeg-7 visual descriptors - contributions for automated feature extraction in capsule endoscopy, " IEEE Trans. Circuits Syst. Video Technol., vol. 16, no. 5, pp. 628-637, May 2006.
25. A. Glukhovsky, G. Meron, D. Adler, and O. Zinati, "System for controlling in vivo camera capture and display rate, " Patent number PCT WO 01/87377 A2.
26. F. Vilarino, L. Kuncheva, and P. Radeva, "Roc curves and video analysis optimization in intestinal capsule endoscopy, " Pattern Recognit., vol. 27, no. 8, pp. 875-881, June 2006.
27. F. Vilarino, P. Spyridonos, J. Vitria, F. Azpiroz, and P. Radeva, "Linear radial patterns characterization for automatic detection of tonic intestinal contractions, " Proc. CIARP, pp. 178-187, 2006.
28. P. Spyridonos, F. Vilarino, J. Vitria, F. Azpiroz, and P. Radeva, "Identification of intestinal motility events of capsule endoscopy video analysis, " Proc. Advanced Concepts for Intelligent Vision Systems, pp. 531-537, 2005.
29. P. Spyridonos, F. Vilarino, J. Vitria, F. Azpiroz, and P. Radeva, "Anisotropic feature extraction from endoluminal images for detection of intestinal contractions, " Proc. Medical Image Computing and Computer-Assisted Intervention, pp. 161-168, 2006.
30. P. M. Szczypinski, P. V. J. Sriram, R. D. Sriram, and D. N. Reddy, "Model of deformable rings for aiding the wireless capsule endoscopy video interpretation and reporting, " Proc. International Conference on Computer Vision and Graphics 2004, pp. 167-172, 2006.
31. P. M. Szczypinski, "Selecting a motion estimation method for a model of deformable rings, " Proc. International Conference on Signals and Electronic Systems, pp. 297-300, Sept. 2006.
32. V. Hai, T. Echigo, R. Sagawa, M. Shiba, K. Higuchi, T. Arakawa, and Y. Yagi, "Adaptive control of video display for diagnostic assistance by analysis of capsule endoscopic images, " Proc. 18th ICPR, pp. 980-983, Aug. 2006.
33. M. Swain and D. Ballard, "Color indexing, " Int. J. Comput. Vis., vol. 7, no. 1, pp. 11-32, June 1991.
34. G. Pass, R. Zabih, and J. Miller, "Comparing images using color coherence vectors, " Proc. 4th ACM Conf. on Multimedia, Nov. 1996.
35. J. Huang, S. Kumar, M. Mitra, W. Zhu, and R. Zabih, "Image indexing using color correlograms, " Proc. IEEE Computer Society Conference on Vision and Pattern Recognition, pp. 762-768, 1997.
36. W. Y. Ma and H. Zhang, "Benchmarking of image features for content-based retrieval, " Proc. 32nd Asilomar Conference on Signal, System and Computers, 1998.
37. M. Stricker and M. Swain, "The capacity of color histogram indexing, " Proc. Computer Vision and Pattern Recognition 1994, pp. 704-708, 1994.
38. J. Barron, D. Fleet, and S. Beauchemin, "Performance of optical flow techniques, " Int. J. Comput. Vis., vol. 12, no. 1, pp. 43-77, Feb. 1994.
39. C. H. Wu, Y. C. Chen, C. Y. Liu, C. C. Chang, and Y. N. Sun, "Automatic extraction and visualization of human inner structures from endoscopic image sequences, " Proc. IS&T/SPIE, pp. 464-473, 2004.
40. P. Suchit, R. Sagawa, T. Echigo, and Y. Yagi, "Deformable registration for generating dissection image of an intestine from annular image sequence, " Proc. Computer Vision for Biomedical Image Applications, pp. 271-280, 2005.
41. C. Tomasi and T. Kanade, "Detection and tracking of point features, " tech. rep., 1991.
42. B. Lucas and T. Kanade, "An iterative image registration technique with an application to stereo vision, " Proc. Intl. Joint Conf. on Artificial Intelligence, pp. 674-679, 1981.
43. S. Birchfield's Homepage, KLT: Kanade-Lucas-Tomasi Feature Tracker, http://www.ces.clemson.edu/~stb/klt/, " April 2006.
44. P. Anandan, "A computation framework and an algorithm for the measurement of visual motion, " Int. J. Comput. Vis., vol. 2, no. 3, pp. 283-310, Jan. 1989.
45. J. Shi and C. Tomasi, "Good features to track, " Proc. IEEE Computer Society Conference on Vision and Pattern Recognition, pp. 593-600, 1994.
46. A. Feinstein, Principlies of Medical Statistics, CRC Press Company, Boca Raton, Florida, 2002.
47. D. Grundy, GastroIntestinal Motility - The Integration of Physiological Mechanisms, MTP Press Limited, Hingham, MA, 1985.
48. J. M. de Sá, Pattern Recognition - Concepts, Method and Applications, Springer, 2001.
49. D. H. Nowlin, Intel Corporation, Video Frame Display Synchronization, "http://www.intel.com/cd/ids/developer/asmo-na/eng/dc/digitalmedia/ optimization/239118.htm, " April 2006.