DocumentCode
140588
Title
An automatic bleeding detection scheme in wireless capsule endoscopy based on histogram of an RGB-indexed image
Author
Ghosh, T. ; Fattah, Shaikh Anowarul ; Shahnaz, Celia ; Wahid, Khan A.
Author_Institution
Bangladesh Univ. of Eng. & Technol., Dhaka, Bangladesh
fYear
2014
fDate
26-30 Aug. 2014
Firstpage
4683
Lastpage
4686
Abstract
Wireless capsule endoscopy (WCE) is one of the most effective technologies to diagnose gastrointestinal (GI) diseases, such as bleeding in GI tract. Because of long duration of WCE video containing large number images, it is a burden for clinician to detect diseases in real time. In this paper, an automatic bleeding image detection method is proposed utilizing construction of an index image incorporating certain level of information from each plane of RGB color space. Distinguishable color texture feature is developed from index image by histogram. Support vector machine (SVM) classifier is employed to detect bleeding and non-bleeding images from WCE videos. From extensive experimentation on real time WCE video recordings, it is found that the proposed method can accurately detect bleeding images with high sensitivity and specificity.
Keywords
biomedical optical imaging; diseases; endoscopes; feature extraction; image classification; image colour analysis; image texture; medical image processing; support vector machines; RGB color space plane; RGB color texture feature; RGB-indexed image histogram; WCE video containing large number images; automatic bleeding image detection method; gastrointestinal disease diagnosis; real time WCE video recordings; support vector machine classifier; wireless capsule endoscopy; Endoscopes; Hemorrhaging; Histograms; Image color analysis; Indexes; Sensitivity; Support vector machines; Wireless capsule endoscopy; bleeding detection; color histogram; indexed image; supported vector machine (SVM);
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2014.6944669
Filename
6944669
Link To Document