3D Structuring Element based Multiscale Morphology for Bone Marrow White Blood Cell Segmentation

نویسندگان

  • Chastine FATICHAH
  • Martin Leonard TANGEL
  • M. Rahmat WIDYANTO
  • Fangyan DONG
  • Kaoru HIROTA
چکیده

To improve the accuracy on bone marrow white blood cell segmentation, 3D structuring element based multiscale morphology is proposed. Combination of HSV color model and multiscale on structuring element can segment nucleus of white blood cell easily and accurately. By using color bone marrow white blood cell images from the CellAtlas, the experimental results show that the proposed method can segment nucleus more accurately than the conventional mathematical morphology. This method can be applied for bone marrow white blood cell classification of automatic cancer diagnosis application.

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تاریخ انتشار 2010