Automatic region-of-interest segmentation and pathology detection in magnetically guided capsule endoscopy

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6893 LNCS, Issue PART 3, 2011, Pages 141-148

  Mewes, Philip W ^a,b   Neumann, Dominik ^a   Licegevic, Oleg ^a   Simon, Johannes ^a   Juloski, Aleksandar Lj ^a   Angelopoulou, Elli ^b  

^a SIEMENS AG   (Germany)

^b UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BLEEDINGS; CAPSULE ENDOSCOPY; COMPUTER ASSISTED; CROSS VALIDATION; DETECTION RATES; EXTERNAL MAGNETIC FIELD; LEAVE-ONE-OUT; LIGHTING CONDITIONS; REAL TIME; REGION OF INTEREST;

ALGORITHMS; DISEASES; FEATURE EXTRACTION; MAGNETIC FIELDS; MEDICAL COMPUTING; PATHOLOGY;

ENDOSCOPY;

CONTRAST MEDIUM;

ALGORITHM; ARTICLE; AUTOMATION; CAPSULE ENDOSCOPY; ENDOSCOPY; GASTROINTESTINAL ENDOSCOPY; HUMAN; IMAGE PROCESSING; MAGNETISM; METHODOLOGY; PATHOLOGY; REPRODUCIBILITY; STATISTICAL MODEL; STOMACH; THEORETICAL MODEL;

ALGORITHMS; AUTOMATION; CAPSULE ENDOSCOPY; CONTRAST MEDIA; ENDOSCOPY; ENDOSCOPY, GASTROINTESTINAL; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETICS; MODELS, STATISTICAL; MODELS, THEORETICAL; REPRODUCIBILITY OF RESULTS; STOMACH;

EID: 82255181727     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-23626-6_18     Document Type: Conference Paper

References (15)

1. Berens, J., Mackiewicz, M., Bell, D.: Stomach, intestine, and colon tissue discriminators for wireless capsule endoscopy images. In: Fitzpatrick, J., Reinhardt, J. (eds.) Proceedings of SPIE, vol. 5747, p. 283 (2005)
2. Cunha, J., Coimbra, M., Campos, P., Soares, J.: Automated topographic segmentation and transit time estimation in endoscopic capsule exams. IEEE T. Med. Imaging 27(1), 19-27 (2007)
3. Hu, M.: Visual pattern recognition by moment invariants. IRE Trans. Info. Theory 8, 179-187 (1962)
4. Karargyris, A., et al.: Avideo-frame based registration using segmentation and graph connectivity for Wireless Capsule Endoscopy. In: Life Science Systems and Applications Workshop LiSSA 2009, IEEE/NIH, pp. 74-79. IEEE, Los Alamitos (2009)
5. Mackiewicz, M., Berens, J., Fisher, M.: Wireless capsule endoscopy color video segmentation. IEEE T. Med. Imaging 27(12), 1769-1781 (2008)
6. Mackiewicz, M., Fisher, M., Jamieson, C.: Bleeding detection in wireless capsule endoscopy using adaptive colour histogram model and support vector classification. In: Joseph, M., Josien, P. (eds.) Proceedings of SPIE, vol. 6914, p. 69140R (2008)
7. Menciassi, A., Valdastri, P., Quaglia, C., Buselli, E., Dario, P.: Wireless steering mechanism with magnetic actuation for an endoscopic capsule. In: Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2009, pp. 1204-1207. IEEE, Los Alamitos (2009)
8. Mewes, P.,Neumann, D., Juloski, A., Angelopoulou, E., Hornegger, J.:On-the-fly detection of images with gastritis aspects inmagnetically-guided capsule endoscopy. In: Ronald, M., van Ginneken, B. (eds.) Medical Imaging - Computer-Aided Diagnosis. Proceedings of the SPIE, vol. 7963, p. 79631I3. SPIE, San Jose (2011)
9. Ojala, T., Pietikäinen, M., Harwood, D.: A comparative study of texture measures with classification based on featured distributions. Pattern Recognition 29(1), 51-59 (1996)
10. Reingruber, H.: Intestinal content detection in capsule endoscopy using robust features @ONLINE (2009), http://www.recercat.net/handle/2072/43221
11. Rey, J., Ogata, H., Hosoe, N., Ohtsuka, K., Ogata, N., Ikeda, K., Aihara, H., Pangtay, I., Hibi, T., Kudo, S., Tajiri, H.: Feasibility of stomach exploration with a guided capsule endoscope. Endoscopy 42(7), 541-545 (2010)
12. Swain, P., Toor, A., Volke, F., Keller, J., Gerber, J., Rabinovitz, E., Rothstein, R.: Remote magnetic manipulation of a wireless capsule endoscope in the esophagus and stomach of humans. Gastrointest Endosc (2010)
13. Szczypinski, P., Klepaczko, A.: Selecting texture discriminative descriptors of capsule endpscopy images. In: Zinterhof, P. (ed.) Proceedings of ISPA 2009, pp. 701-706. IEEE, Los Alamitos (2009)
14. Szczypiski, P., Sriram, P., Sriram, R., Reddy, D.: Model of deformable rings for aiding the wireless capsule endoscopy video interpretation and reporting. Comp. Imag. Vis., 167-172 (2006)
15. Vilarino, F., Spyridonos, P., Pujol, O., Vitria, J., Radeva, P., De Iorio, F.: Automatic detection of intestinal juices in wireless capsule video endoscopy. In: Tang, Y., Wang, S., Lorette, G., Yeung, D., Yan, H. (eds.) ICPR 2006, vol. 4, pp. 719-722. IEEE, Los Alamitos (2006)