Vision-based techniques for efficient Wireless Capsule Endoscopy examination

2011 Defense Science Research Conference and Expo, DSR 2011

Volumn , Issue , 2011, Pages

  Htwe, That Mon ^a   Poh, Chee Khun ^a   Li, Liyuan ^a   Liu, Jiang ^a   Ong, Eng Hui ^b   Ho, Khek Yu ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY HOSPITAL   (Singapore)

Author keywords

bleeding detection; medical image processing; small intestine; summarization; wireless capsule endoscopy

Indexed keywords

ABNORMAL DETECTION; C-MEAN CLUSTERING; DIGESTIVE TRACT; GOLD STANDARDS; MEDICAL IMAGE PROCESSING; NON-INVASIVE; RECENT PROGRESS; SMALL INTESTINE; SUMMARIZATION; VIDEO SUMMARIZATION; VISION BASED; VISION RECOGNITION; WIRELESS CAPSULE ENDOSCOPY;

DIGESTIVE SYSTEM; MEDICAL IMAGING; MOTION ESTIMATION;

ENDOSCOPY;

EID: 80053638050     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DSR.2011.6026865     Document Type: Conference Paper

References (22)

1. J. P. Silva Cunha, M. Coimbra, P. Campos, and J.M Soares, "Automated Topographic Segmentation and Transit Time Estimation in Endoscopic Capsule Exams," IEEE Transactions On Medical Imaging, 2008.
2. http://www.olympus-europa.com/endoscopy.
3. Zhuan Liao, Rui Gao, Feng Li, Can Xu, Yi Zhou and et al, "Fields of applications, diagnostic yields and findings of OMOM capsule endoscopy in 2400 Chinese patients," World J Gastroenterol 2010
4. http://www.carsenmedical.com/capsule.
5. http://www.rfamerica.com/sayaka/index.html.
6. D.K. Iakovidis, S. Tsevas, and A. Polydorouc, "Reduction of capsuleendoscopy reading times by unsupervised image mining," Computerized Medical Imaging and Graphics 34 (2010) 471-478.
7. Okum O, and Priisalu H, "Unsupervised data reduction, "Signal Processing 2007;87(9):2260-7.
8. Piotr M. Szczypinski, Ram D. Sriram, et al "A model of deformable rings for interpretation of wireless capsule endoscopic videos," Medical Image Analysis (2009).
9. Xinqi Chu, Chee Khun Poh, Liyuan Li, et al "Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization," MICCAI 2010.
10. Chee Khun Poh, That Mon Htwe, Liyuan Li, et al, "Multi-level local feature classification for bleeding detection in Wireless Capsule Endoscopy images", IEEE (CIS), 2010.
11. Poh Chee Khun, Z. Zhang, et al, "Feature Selection and Classification for Wireless Capsule Endoscopic Frames", 2nd ICBPE, 2009.
12. Baopu Li and Max Q.-H. Meng, "Computer-Aided Detection of Bleeding Regions for Capsule Endoscopy Images", IEEE TBME, 2009.
13. Baopu Li and Max Q.-H. Meng, "Computer-based detection of bleeding and ulcer in wireless capsule endoscopy images by chromaticity moments", Computers in Biology and Medicine (2009).
14. Guobing Pan, Guozheng Yan, et al, "Bleeding Detection in Wireless Capsule Endoscopy Based on Probabilistic Neural Network", Journal of Medical Systems, 2010.
15. Ong D.E., Ho K.Y., "The Use of a Novel Software System Based on Color-Bar Map Display to Improve the Efficiency of Diagnosis of Small Bowel Bleeding with Capsule Endoscopy", ICCD, 2010
16. Panagiota Spyridonos, Fernando Vilariño, et al, "Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis"
17. That Mon Htwe, Weijia Shen, Li Liyuan, et al, "Adaboost Learning for Small Ulcer Detection from WCE Images", APSIPA ASC.
18. Alexandros Karargyris and Nikolaos Bourbakis, "Identification of Ulcers in Wireless Capsule Endoscopy videos"
19. Stavros A. Karkanis, Dimitris K. Iakovidis, et al, "Computer-Aided Tumor Detection in Endoscopic Video Using Color Wavelet Features"
20. Alexandros Karargyris and Nikolaos Bourbaki, "Identification of polyps in Wireless Capsule Endoscopy videos using Log Gabor filters".
21. Michal Mackiewicza, Mark Fishera, and Crawford Jamiesonb, "Bleeding Detection in Wireless Capsule Endoscopy using adaptive colour histogram model and Support Vector Classification"
22. Ong E.H.D., Ho K.Y., "The Impact of a Novel Algorithm Method of Automatic Lesion Detection on The Outcome of Capsule Endoscopy in Patients With Small Bowel Gastrointestinal Bleeding", (UEGW), 2010.