Skip to main content

Table 3 Values of Levine and Nazif evaluation of criteria for various methods

From: Segmentation method based on multiobjective optimization for very high spatial resolution satellite images

Imagery

Threshold

Filter

Intra-region criterion of Levine and Nazif

Inter-region criterion of Levine and Nazif

Intra-inter criterion region of Levine and Nazif

Otsu

K-means

Multiobjective

Otsu

K-means

Multiobjective

Otsu

K-means

Multiobjective

ImagSynt1

1.3

1

0.0105

0.0263

0.0335

0.2473

0.2217

0.1826

0.5503

0.5509

0.5397

ImagSynt2

1.3

1.5

0.0231

0.0246

0.0306

0.1936

0.2142

0.1789

0.5442

0.5490

0.5334

ImagSynt3

0.5

1.5

0.0265

0.0292

0.0331

0.1623

0.1725

0.1469

0.5447

0.5517

0.5328

ImagSynt4

0.23

0.5

0.0425

0.0412

0.0467

0.1718

0.1892

0.1706

0.5500

0.5597

0.5374

ImagSynt5

0.5

1

0.0221

0.0051

0.0461

0.2486

0.2574

0.2495

0.6121

0.5915

0.5803

ImagSat1

1.66

1.5

0.0612

0.0704

0.0709

0.3747

0.2952

0.2912

0.5556

0.5443

0.5437

ImagSat2

4

3

0.0898

0.0858

0.1286

0.2940

0.3158

0.2901

0.5865

0.5957

0.5789

ImagSat3

4

3

0.1015

0.1002

0.1246

0.3059

0.3355

0.3111

0.5860

0.5975

0.5856

ImagSat4

2.6

1

0.1026

0.0996

0.1338

0.2900

0.3054

0.2826

0.5853

0.5914

0.5796

Forêt_T

0.5

1

0.0695

0.0704

0.1145

0.2156

0.2253

0.2259

0.5810

0.5919

0.5398

Plage_T

1.25

1

0.0675

0.0735

0.1064

0.3271

0.3360

0.3533

0.5837

0.5883

0.5503