Automatic Colon Polyp Detection in Endoscopic Capsule Images

被引：0
|
作者：
David, Emilian [1 ]
Boia, Raluca [1 ]
Malaescu, Alexandru [1 ]
Carnu, Mihai [1 ]
机构：
[1] Digital Opt Corp, Bucharest, Romania
来源：
2013 INTERNATIONAL SYMPOSIUM ON SIGNALS, CIRCUITS AND SYSTEMS (ISSCS) | 2013年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper presents a method of automatic detection of colon polyps in endoscopic capsule images. This approach uses color and geometrical analysis of the images and uses histogram of gradients features and multilayer perceptron neural networks for performing the detection at multiple scales. The detection performance is tested using a database of 30540 images, 540 of them containing at least one polyp.
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页数：4
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