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