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Table 5 Effect of the statistical filter on stomata detection performance

From: A generalised approach for high-throughput instance segmentation of stomata in microscope images

Dataset

Quality

No filter (%)

With Statistical filter (%)

Precision

Recall

F-Score

Precision

Recall

F-Score

Ginkgo

High

88.15

92.00

90.00

96.02

82.66

88.83

Eucalyptus

Medium

83.17

90.24

86.56

93.23

83.46

88.07

  1. The statistical filter improves the precision of the algorithm while sacrificing recall