DocumentCode :
1980361
Title :
Screening of capsule endoscopy redundant image based on image motion model by block matching
Author :
Dong, Zhuoli ; Wang, Ziqiang
Author_Institution :
Coll. of Inf. Sci. & Eng., Henan Univ. of Technol., Zhengzhou, China
fYear :
2011
fDate :
16-18 Sept. 2011
Firstpage :
5436
Lastpage :
5439
Abstract :
Image redundancy is one of the most crucial issues during the application of capsule endoscopy. For solving this problem, a novel method which combining image motion model and block searching for screening of redundant images is presented. First, the cur-image is divided into blocks, and feature points are extracted from blocks and tracked in pre- and post images. The remaining blocks and the blocks with untracked feature points will be searching in pre- and post-images using block searching method. Promising experimental results show that this method can screen out redundant frames efficiently, and improve the efficiency and accuracy of diagnosis.
Keywords :
endoscopes; feature extraction; image motion analysis; medical image processing; physiological models; block matching; block searching method; capsule endoscopy redundant image screening; feature points; image motion model; Data mining; Diamond-like carbon; Educational institutions; Eigenvalues and eigenfunctions; Endoscopes; Feature extraction; Tracking; Capsule Endoscopy (CE); block searching; image motion model; mutual information; redundant images;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
Type :
conf
DOI :
10.1109/ICECENG.2011.6057397
Filename :
6057397
Link To Document :
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