Analysis of the gastrointestinal status from wireless capsule endoscopy images using local color feature

被引:0
作者
Li, Baopu [1 ]
Meng, Max Q. -H. [1 ]
机构
[1] Chinese Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
来源
2007 INTERNATIONAL CONFERENCE ON INFORMATION ACQUISITION, VOLS 1 AND 2 | 2007年
关键词
wireless capsule endoscopy image; detection; color features;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Because of a few great advantages such as non-invasiveness and no sedation over traditional endoscopies and other imaging techniques for gastrointestinal diseases, the wireless capsule endoscopy invented by Given Imaging has found its wide applications in hospitals. However, one problem with this new technology is that too many images to be examined by eyes become a huge burden to physicians, so it is very necessary to help the physician do analysis or diagnosis using computerized methods. In this paper, a new method aimed for abnormal region detection is proposed. This new approach makes use of local color feature, also a very important clue for diagnosis by physicians, to discriminate between normal region and abnormal region. Experimental results show rather promising performance of the proposed scheme.
引用
收藏
页码:554 / 558
页数:5
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