Table 13.
Tukey test result of ORB-TPLGD part for recall, RMSE, and matching time.
95% Confidence Interval | ||||||
---|---|---|---|---|---|---|
Method | Method | Average Difference | Standard Error | Significance | Lower Limit | Upper Limit |
ORB-TPLGD Recall |
SIFT | −32.94057116 | 1.369958860 | 0.000 | −35.65550807 | −30.22563426 |
SURF | −38.47078077 | 1.369958860 | 0.000 | −41.18571767 | −35.75584386 | |
BRIEF | 5.92953077 | 1.369958860 | 0.000 | 3.21459386 | 8.64446767 | |
BRISK | −8.10979419 | 1.369958860 | 0.000 | −10.82473109 | −5.39485728 | |
FREAK | 6.23592969 | 1.369958860 | 0.000 | 3.52099279 | 8.95086660 | |
LDB | 2.97556157 | 1.369958860 | 0.032 | 0.26062467 | 5.69049848 | |
ORB | 4.46683540 | 1.369958860 | 0.001 | 1.75189850 | 7.18177231 | |
ORB-TPLGD RMSE |
SIFT | 0.66362698 | 0.022703694 | 0.000 | 0.59347042 | 0.73378354 |
SURF | 0.03282317 | 0.022703694 | 0.834 | −0.03733339 | 0.10297974 | |
BRIEF | −0.00641205 | 0.022703694 | 1.000 | −0.07656861 | 0.06374451 | |
BRISK | 0.25355510 | 0.022703694 | 0.000 | 0.18339854 | 0.32371167 | |
FREAK | 0.21858159 | 0.022703694 | 0.000 | 0.14842503 | 0.28873815 | |
LDB | −0.09820595 | 0.022703694 | 0.001 | −0.16836251 | −0.02804939 | |
ORB | −0.07616251 | 0.022703694 | 0.023 | −0.14631907 | −0.00600595 | |
ORB-TPLGD Time |
SIFT | −109.30440487 | 13.677017775 | 0.000 | −151.56768291 | −67.04112683 |
SURF | −50.43650578 | 13.677017775 | 0.008 | −92.69978382 | −8.17322773 | |
BRIEF | 14.41661464 | 13.677017775 | 0.965 | −27.84666340 | 56.67989269 | |
BRISK | −1102.44706393 | 13.677017775 | 0.000 | −1144.71034197 | −1060.18378589 | |
FREAK | 21.43998449 | 13.677017775 | 0.768 | −20.82329355 | 63.70326254 | |
LDB | 45.75413473 | 13.677017775 | 0.024 | 3.49085668 | 88.01741277 | |
ORB | 20.51195562 | 13.677017775 | 0.806 | −21.75132243 | 62.77523366 |