Skip to main content

Table 6 Performance Metrics for UAV Image Segmentation at Different Flight Heights

From: DM_CorrMatch: a semi-supervised semantic segmentation framework for rapeseed flower coverage estimation using UAV imagery

Height (m)

GSD (mm/pixel)

Precision

Recall

IoU

F1 Score

Accuracy

10

2.7

0.942

0.940

0.886

0.941

0.93

15

4.1

0.940

0.943

0.885

0.941

0.92

20

5.5

0.938

0.939

0.887

0.938

0.91

25

6.9

0.903

0.898

0.865

0.900

0.89

30

8.2

0.872

0.861

0.827

0.866

0.86

35

9.6

0.801

0.844

0.788

0.822

0.84

ANOVA

F-statistic

17.78

15.25

18.45

16.20

14.30

 

p-value

3.52e- 08

5.24e- 07

2.11e- 08

3.76e- 07

1.85e- 06