Table 1 Jaccard similarity measure, number of iterations and CPU time (second) of Krinidis et al.31, Wu et al.24, Li et al.15 and of our proposed model on 10 images from Berkeley’s data set, image size 110 × 110.
From: Power mean based image segmentation in the presence of noise
Image | Proposed model | Krinidis et al.31 | Wu et al.24 | Li et al.15 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Iter. | JS | Time | Iter. | JS | Time | Iter. | JS | Time | Iter. | JS | Time | |
1 | 50 | 0.9999 | 0.0674 | 50 | 0.9912 | 0.0935 | 300 | 0.7525 | 0.1595 | 1000 | 0.2806 | 0.1085 |
2 | 100 | 0.8872 | 0.0850 | 100 | 0.8720 | 0.1395 | 300 | 0.7747 | 0.1705 | 1000 | 0.4780 | 0.0975 |
3 | 100 | 0.9210 | 0.0873 | 100 | 0.8890 | 0.1203 | 300 | 0.4976 | 0.1773 | 800 | 0.3003 | 0.0935 |
4 | 100 | 0.7989 | 0.0845 | 100 | 0.7922 | 0.1253 | 250 | 0.7227 | 0.1543 | 1000 | 0.4043 | 0.0971 |
5 | 100 | 0.7210 | 0.0715 | 100 | 0.6709 | 0.1257 | 300 | 0.5606 | 0.1784 | 900 | 0.5437 | 0.0926 |
6 | 80 | 0.9194 | 0.0656 | 100 | 0.5488 | 0.0936 | 300 | 0.5427 | 0.1475 | 1000 | 0.3563 | 0.0981 |
7 | 100 | 0.7273 | 0.0881 | 100 | 0.5342 | 0.0982 | 300 | 0.3440 | 0.1421 | 1000 | 0.2863 | 0.1103 |
8 | 100 | 0.7840 | 0..0752 | 100 | 0.7839 | 0.1052 | 300 | 0.7372 | 0.1522 | 1000 | 0.5321 | 0.0973 |
9 | 100 | 0.8458 | 0.0661 | 100 | 0.8325 | 0.1203 | 300 | 0.6735 | 0.1253 | 1000 | 0.3425 | 0.0953 |
10 | 100 | 0.8053 | 0.0771 | 100 | 0.7832 | 0.1283 | 300 | 0.7452 | 0.1523 | 1000 | 0.4731 | 0.1150 |