Comparison of 3D segmentation algorithms for medical imaging

Bulu H., ALPKOÇAK A.

IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, Türkiye, 11 - 13 Haziran 2007, ss.743-746, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2007.4298660
  • Basıldığı Şehir: Eskişehir
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.743-746
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

In this paper we present an evaluation of four different 3D segmentation algorithms with respect to their performance on three different CT Data Sets. The segmentation algorithms evaluated in this study are seeded region growing, volumetric segmentation using WEIBULL E SD fields, automatic multilevel thresholding by using OTSU method and unseeded region growing. The main results gained from our experimentation and implementation details are presented.