Saliency-Based Bleeding Localization for Wireless Capsule Endoscopy Diagnosis
Joint Authors
Chen, Hongda
Wang, Shaoze
Ding, Yong
Qian, Dahong
Source
International Journal of Biomedical Imaging
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-11-28
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Stomach bleeding is a kind of gastrointestinal disease which can be diagnosed noninvasively by wireless capsule endoscopy (WCE).
However, it requires much time for physicians to scan large amount of WCE images.
Alternatively, computer-assisted bleeding localization systems are developed where color, edge, and intensity features are defined to distinguish lesions from normal tissues.
This paper proposes a saliency-based localization system where three saliency maps are computed: phase congruency-based edge saliency map derived from Log-Gabor filter bands, intensity histogram-guided intensity saliency map, and red proportion-based saliency map.
Fusing the three maps together, the proposed system can detect bleeding regions by thresholding the fused saliency map.
Results demonstrate the accuracy of 98.97% for our system to mark bleeding regions.
American Psychological Association (APA)
Chen, Hongda& Wang, Shaoze& Ding, Yong& Qian, Dahong. 2017. Saliency-Based Bleeding Localization for Wireless Capsule Endoscopy Diagnosis. International Journal of Biomedical Imaging،Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1159705
Modern Language Association (MLA)
Chen, Hongda…[et al.]. Saliency-Based Bleeding Localization for Wireless Capsule Endoscopy Diagnosis. International Journal of Biomedical Imaging No. 2017 (2017), pp.1-8.
https://search.emarefa.net/detail/BIM-1159705
American Medical Association (AMA)
Chen, Hongda& Wang, Shaoze& Ding, Yong& Qian, Dahong. Saliency-Based Bleeding Localization for Wireless Capsule Endoscopy Diagnosis. International Journal of Biomedical Imaging. 2017. Vol. 2017, no. 2017, pp.1-8.
https://search.emarefa.net/detail/BIM-1159705
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1159705