DocumentCode
667260
Title
Efficient homography-based video visualization for wireless capsule endoscopy
Author
Iakovidis, Dimitris K. ; Spyrou, Evaggelos ; Diamantis, Dimitris
Author_Institution
Dept. of Comput. Eng., Technol. Educ. Inst. of Central Greece, Lamia, Greece
fYear
2013
fDate
10-13 Nov. 2013
Firstpage
1
Lastpage
4
Abstract
Wireless capsule endoscopy (WCE) is performed by a swallowable pill capsule equipped with a camera wirelessly transmitting color video frames to an external receiver. The resulting video consists usually of several thousands of frames and its visual examination requires hours of endoscopists´ undivided attention. In this paper we propose a novel visualization approach for WCE which enables faster examination of the endoscopic video, while providing a broader field of view. This is achieved by an algorithm that iteratively samples clusters of consecutive frames from the original video. The frames of each cluster are geometrically transformed, so as to generate a seamless collage subsequently projected into a new frame without any information loss. The new frames compose a new WCE video with a smaller number of frames. The video frame collage is based on homography matrix estimation from frame correspondences. The experiments show that the length of the WCE video, and therefore the reading times required can be significantly reduced.
Keywords
endoscopes; medical signal processing; video signal processing; WCE video; color video frames; endoscopic video; external receiver; frame correspondences; homography based video visualization; homography matrix estimation; swallowable pill capsule; video frame collage; visual examination; wireless capsule endoscopy; Cameras; Endoscopes; Estimation; Software; Visualization; Wireless communication;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International Conference on
Conference_Location
Chania
Type
conf
DOI
10.1109/BIBE.2013.6701598
Filename
6701598
Link To Document