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Table 1 Performance results in the segmentation of triangular dorsal fin

From: Photo-id of blue whale by means of the dorsal fin using clustering algorithms and color local complexity estimation for mobile devices

Images

DHFCM

DHKM

Entropy = 0.1886

Purity = 0.9687

Entropy = 0.1861

Purity = 0.9309

Si

Sp

Se

Acc

PT (sec)

Si

Sp

Se

Acc

PT (sec)

1*

95.3798

98.5391

94.4440

96.5682

14.2635

95.4515

98.8694

94.4562

96.7376

4.9442

2*

95.5157

89.4993

97.8694

94.0269

14.8661

95.6196

90.1915

97.6556

94.2659

5.3745

3

97.1208

98.4876

96.6903

97.6284

11.3729

98.2035

98.6333

98.0581

98.3618

4.8854

4

88.6138

98.3674

86.2061

91.6924

12.8953

86.6447

98.6170

83.8277

90.2452

4.9127

5

98.5588

99.1524

98.3132

98.8556

15.8147

98.5237

99.1904

98.2517

98.8580

6.4199

6

95.7096

93.1156

96.8500

94.8143

13.7841

95.0157

90.7539

97.1422

93.5565

5.0778

7

94.0825

97.0612

93.0271

95.3727

10.9590

92.9622

97.9368

91.3439

95.0876

5.0707

8*

95.5783

98.5583

94.9884

96.2661

11.9688

94.8121

99.7649

93.8979

95.9268

4.1699

9

88.0073

96.8758

84.3043

93.5742

15.1676

88.8453

96.2618

85.5975

93.5643

7.1888

10

98.8820

99.6038

98.7928

98.9790

14.6624

98.9282

99.8045

98.8214

99.0469

3.9958

Average

94.7448

96.9260

94.1485

95.7777

13.5754

94.5000

97.0000

93.9002

95.5650

5.20403

Mean

94.7448

96.9260

94.1485

95.7777

13.5754

94.5000

97.0000

93.9002

95.5650

5.20403

Median

95.5470

96.9261

95.8393

95.8194

14.0238

94.5736

97.9501

93.4601

96.6964

15.0055

Standard deviation

3.7021

3.1904

5.0394

2.3802

1.6883

4.1443

1.2091

5.3264

2.8846

3.3507

Min

88.0073

89.4993

84.3043

91.6924

10.9590

83.7211

95.5848

80.2333

88.1982

11.9938

Max

98.8820

99.60.38

98.7928

98.9790

15.8147

98.7919

99.6514

99.8597

98.2974

23.3224

  1. Performance results in the segmentation of triangular dorsal fin the images acquired with mobile devices are marked with asterisk (*)