Wireless capsule endoscopy video automatic segmentation

2012 IEEE International Conference on Robotics and Biomimetics, ROBIO 2012 - Conference Digest

Volumn , Issue , 2012, Pages 825-830

  Zhou, Ran ^a   Li, Baopu ^a   Sun, Zhe ^a   Hu, Chao ^b   Meng, Max Q H ^c  

^a SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

^b ZHEJIANG UNIVERSITY   (China)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Capsule endoscopy; color and texture feature; SVM; video segmentation

Indexed keywords

AUTOMATIC SEGMENTATIONS; CAPSULE ENDOSCOPY; COLOR AND TEXTURE FEATURES; PRECISION AND RECALL; SVM; TIME-CONSUMING TASKS; VIDEO SEGMENTATION; WIRELESS CAPSULE ENDOSCOPY;

ALGORITHMS; BIOMIMETICS; COLOR; COLOR IMAGE PROCESSING; DIGESTIVE SYSTEM; ENDOSCOPY; ROBOTICS; TEXTURES;

SUPPORT VECTOR MACHINES;

EID: 84876495166     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ROBIO.2012.6491070     Document Type: Conference Paper

References (15)

1. G. Iddan. G. Meron. A. Glukhovsky and P. Swain. "Wireless capsule endoscopy. " Nature. vol. 405. pp. 725-9. 2000.
2. A. Karargyris and N. Bourbakis. "A methodology for detecting bloodbased abnormalities in wireless capsule endoscopy videos. " in Proc. 8th IEEE Int. Conf. BioInf. BioEng.. Oct. 8-10. 2008. pp. 1-6.
3. S. Iogagiu. L. Ciobanu. O. Pascu. "Colon Capsule endoscopy: a new method of investigating the large bowel. " Journal of Gastrointestinal and Liver Diseases. vol. 17. pp. 347-352. 2008.
4. J.P. Silva Cunha. M. Coimbra. P. Campos. J.M. Soares. "Automated topographic segmentation and transit time estimation in endoscopic capsule exams. " IEEE Trans. Medical Imaging. vol. 4. pp. 570-578. July 1993.
5. M. Mackiewicz. J. Berens and M. Fisher. "Wireless capsule endoscopy color video segmentation. " IEEE Trans. Medical Imaging. vol. 27. pp. 1769-1781. December 2008.
6. H. Vu. Y. Yagi and T. Echigo. "Color analysis for segmenting digestive organs in VCE". 2010 International Conference on Pattern Recognition.
7. B. Li. Max Q.-H. Meng. "Capsule endoscopy video boundary detection". Proceeding of the IEEE. International Conference on Information and Automation. June 2011.
8. B. Li. Max Q.-H. Meng. C. Hu. "Motion analysis for capsule endoscopy video segmentation". Proceeding of the IEEE International Conference on Automation and Logistics. August 2011.
9. Y. Shen. P. Guturu. and Bill P. Buckles. "Wireless capsule endoscopy video segmentation using an unsupervised learning approach based on probabilistic latent semantic analysis with scale invariant features". IEEE Trans. Technology in Biomedicine. vol. 16. no. 1. pp. 98-105. January 2012.
10. A.N. Akansu. W.A. Serdijn. and I.W. Selesnick. "Wavelet transforms in signal processing: A review of emerging applications. " Physical Communication. vol. 3. pp. 1-18. March 2010.
11. N. Otsu. "A threshold selection method from gray-level histograms. " IEEE Trans. Biomed. Eng.. vol. BME-9. pp. 63-66. 1979.
12. G. Sharma. "Digital color imaging. " IEEE Trans. Image Processing. vol. 6. pp. 901-932. July 1997.
13. M. Swain and D. Ballard. "Color indexing. " Int. J. Comput. Vis.. vol. 7. pp. 11-32. 1991.
14. G. Sharma. "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. " IEEE Trans. Pattern Analysis and Machine Intelligence. vol. 24. pp. 971-987. July 2002.
15. C. Cortes and V. Vapnik. "Support-vector networks. " Machine Learning. vol. 20. 1995.