Frąckiewicz, Mariusz ; Palus, Henryk
Korbicz, Józef - red. ; Uciński, Dariusz - red.
KHM clustering technique as a segmentation method for endoscopic colour images
Group publication title:
Subject and Keywords:
biomedical colour image segmentation ; k-harmonic means technique ; k-means technique
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.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, Volume 21, Number 1 (2011) ; click here to follow the link