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Table 3 Performance results in the segmentation of falcate 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 = 0.1998

Purity = 0.9001

Entropy = 0.2004

Purity = 0.8990

Si

Sp

Se

Acc

PT (sec)

Si

Sp

Se

Acc

PT (sec)

1

90.7364

96.1987

89.1375

92.6765

15.1881

90.7509

96.7271

89.0382

92.8636

4.1954

2

96.0733

98.2875

95.7649

96.4082

13.0008

95.9739

96.7825

95.8593

96.0992

5.1759

3

85.3589

98.4359

82.0861

89.6168

10.5902

84.8896

93.9995

82.3034

88.0218

4.4721

4*

94.1418

99.5715

92.0803

97.5681

20.3440

95.5968

99.4626

94.0831

98.0593

5.3065

5

96.0730

93.8237

96.9495

95.3593

14.1214

96.0107

93.8999

96.8219

95.3386

4.8587

6

91.8418

98.5214

89.5013

95.2157

13.4339

95.6034

99.2826

85.2996

93.8239

4.9177

7*

95.3945

97.2999

94.5095

96.4964

19.2992

94.9211

97.7254

93.7037

96.5437

6.9092

8

90.5053

98.0219

87.8083

94.3732

15.2343

90.4447

99.1039

87.5056

94.8527

5.9356

9

94.3562

98.5324

92.4706

97.3352

11.7650

94.5988

97.8338

93.0116

96.9168

4.2109

10*

89.7745

99.2134

86.5548

94.6929

15.5355

89.5656

99.2803

86.2634

94.6094

4.5037

Average

92.4257

97.7906

90.6860

94.9742

14.8512

92.8355

97.4097

90.3889

94.7129

5.0486

Mean

92.4257

97.7906

90.6860

94.9742

14.8512

92.8355

97.4097

90.3889

94.7129

5.0486

Median

92.9918

98.3617

90.7908

95.2875

14.6548

94.7600

97.7796

91.0249

95.0957

4.8882

Standard deviation

3.4310

1.6835

4.5690

2.3876

3.0610

3.7501

2.0864

4.9582

2.8034

0.8461

Min

85.3589

93.8237

82.0861

89.6168

10.5902

84.8896

93.8999

82.3034

88.0218

4.1954

Max

96.0733

99.5715

96.9495

97.5681

20.3440

96.0107

99.4626

96.8219

98.0593

6.9092

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