Table 5 A total of 10 fly wings images were used for prediction and the performance and accuracy of our method and WINGMACHINE is shown in this table. WINGMACHINE performs poorly in some cases when the wing veins or joints are faint and are not found using edge detection methods
From: Semi-automated quantitative Drosophila wings measurements
Point | Accuracy of our method (%) | Mean pixel deviation | Accuracy of WINGMACHINE software method (%) | Mean pixel deviation |
|---|---|---|---|---|
a | Marked by human | - | 0 | 27.2±10.4 |
b | 100. | 2.59±1.36 | 60.0 | 14.6±16.4 |
c | 100. | 2.86±1.97 | 30.0 | 15.8±11.2 |
d | 90.0 | 2.52±1.08 | 10.0 | 26.1±27.3 |
e | 90.0 | 2.64±1.36 | 40.0 | 19.0±20.3 |
f | 90.0 | 3.00±1.07 | 0 | 63.7±49.0 |
g | 90.0 | 2.97±1.32 | 20.0 | 81.8±53.9 |
h | Marked by human | - | 10.0 | 84.9±100. |
i | 60.0 | 2.86±1.84 | 50.0 | 75.8±104. |
j | 90.0 | 2.43±1.41 | 50.0 | 78.1±108. |
k | Marked by human | - | N.A. | - |
l | 70.0 | 10.3±17.6 | 0 | 105.±106. |
m | 100. | 3.27±2.69 | 60.0 | 24.9±37.8 |