Mathematical Problems in Engineering / 2015 / Article / Tab 3

Research Article

A Color Texture Image Segmentation Method Based on Fuzzy c-Means Clustering and Region-Level Markov Random Field Model

Table 3

Comparison accuracies of four different algorithms on the synthetic color texture images in Figure 2 (acc/kc).

The 1st imageThe 2nd imageThe 3rd imageThe 4th imageAverage

FLICM0.4819/0.22820.6681/0.48490.6501/0.54700.4556/0.30360.5639/0.3909
HMRF-FCM0.8941/0.84080.8093/0.71360.9090/0.87740.8732/0.81230.8714/0.8110
RICM0.9998/0.99010.9596/0.93870.8520/0.79260.9506/0.92620.9405/0.9119
RFLICM0.9998/0.99010.9894/0.98380.9887/0.98490.9723/0.95830.9876/0.9793