DocumentCode :
2081479
Title :
Research on 2D representation method of wireless Micro-Ball endoscopic images
Author :
Dan Wang ; Xiang Xie ; Guolin Li ; Yingke Gu ; Zheng Yin ; Zhihua Wang
Author_Institution :
Inst. of Microelectron., Tsinghua Univ., Beijing, China
fYear :
2012
fDate :
Aug. 28 2012-Sept. 1 2012
Firstpage :
1145
Lastpage :
1148
Abstract :
Nowadays the interpretation of the images acquired by wireless endoscopy system is a tedious job for doctors. A viable solution is to construct a map, which is the 2D representation of gastrointestinal (GI) tract to reduce the redundancy of images and improve the understandability of them. The work reported in this paper addresses the problem of the 2D representation of GI tract based on a new wireless Micro-Ball endoscopy system with multiple image sensors. This paper firstly models the problem of constructing the map, and then discusses mainly on the issues of perspective distortion correction, image preprocessing and image registration, which lie in the whole problem. The perspective distortion correction algorithm is realized based on attitude angles, while the image registration is based on phase correlation method (PCM) and scale invariant feature transform (SIFT) combined with particular image preprocessing methods. Based on R channels of images, the algorithm can deal with 26.3% to 100% of image registration when the ratio of overlap varies from 25% to 80%. The performance and effectiveness of the algorithms are verified by experiments.
Keywords :
biological organs; endoscopes; image registration; image representation; image sensors; medical image processing; 2D representation method; GI tract; PCM; R channels; SIFT; gastrointestinal tract; image preprocessing; image registration; multiple image sensors; perspective distortion correction algorithm; phase correlation method; scale invariant feature transform; wireless microball endoscopic image; wireless microball endoscopy system; Cameras; Endoscopes; Equations; Image registration; Phase change materials; Wireless communication; Wireless sensor networks; Algorithms; Capsule Endoscopy; Gastrointestinal Tract; Humans; Image Processing, Computer-Assisted;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2012.6346138
Filename :
6346138
Link To Document :
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