- Tytuł:
- KHM clustering technique as a segmentation method for endoscopic colour images
- Autorzy:
-
Frąckiewicz, M.
Palus, H. - Powiązania:
- https://bibliotekanauki.pl/articles/907830.pdf
- Data publikacji:
- 2011
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
segmentacja obrazu
obraz barwny
biomedycyna
biomedical colour image segmentation
k-harmonic means technique
kappa-means technique - Opis:
- In this paper, the idea of applying the k-harmonic means (KHM) technique in biomedical colour image segmentation is presented. The k-means (KM) technique establishes a background for the comparison of clustering techniques. Two original initialization methods for both clustering techniques and two evaluation functions are described. The proposed method of colour image segmentation is completed by a postprocessing procedure. Experimental tests realized on real endoscopic colour images show the superiority of KHM over KM.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2011, 21, 1; 203-209
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł