Local Phase Based Automatic Ivus Media-adventitia Border Detection

نویسندگان

  • Ehab Essa
  • Xianghua Xie
  • Igor Sazonov
  • Perumal Nithiarasu
چکیده

We present a fully automatic segmentation method to extract media-adventitia border in IVUS images. We use a double-interface automatic graph cut technique to prevent the extraction of mediaadventitia border from being distracted by those image features. Novel cost functions are derived from using a combination of symmetric and asymmetric local phase features with complementary texture features. Comparative studies on manual labeled data show promising performance of the proposed method.

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تاریخ انتشار 2011