Research Article

A Fusion Method of Gabor Wavelet Transform and Unsupervised Clustering Algorithms for Tissue Edge Detection

Table 2

MCR and FOM results for the phantom image in Figure 9.

PSNRMCR resultsFOM results
-meansFCM Prewitt Canny Sobel -means FCMPrewittCannySobel

35.010.93840.92850.89340.79540.89680.97100.97100.97230.97520.9722
30.010.91820.93500.900716.89810.89380.97120.97090.97210.19020.9723
25.020.95480.95630.910218.15760.92430.97000.97010.96140.07650.9622
23.001.22491.31152.949121.25282.99760.94290.89580.47880.06580.4690
23.00*1.21961.33552.08247.62712.09620.93510.89850.72960.18310.7236

*Preprocessed using median filter.