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Attraction Propagation: A User-Friendly Interactive Approach for Polyp Segmentation in Colonoscopy Images

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  • Ning Du
  • Xiaofei Wang
  • Jianhua Guo
  • Meidong Xu

Abstract

The article raised a user-friendly interactive approach-Attraction Propagation (AP) in segmentation of colorectal polyps. Compared with other interactive approaches, the AP relied on only one foreground seed to get different shapes of polyps, and it can be compatible with pre-processing stage of Computer-Aided Diagnosis (CAD) under the systematically procedure of Optical Colonoscopy (OC). The experimental design was based on challenging distinct datasets that totally includes 1691 OC images, and the results demonstrated that no matter in accuracy or calculating speed, the AP performed better than the state-of-the-art.

Suggested Citation

  • Ning Du & Xiaofei Wang & Jianhua Guo & Meidong Xu, 2016. "Attraction Propagation: A User-Friendly Interactive Approach for Polyp Segmentation in Colonoscopy Images," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-21, May.
    • Handle: RePEc:plo:pone00:0155371
    DOI: 10.1371/journal.pone.0155371
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