From: Optimal edge detection using multiple operators for image understanding
 | Rothwell | Bergholm | Canny | Schunck | Lacroix | Deriche | ROC | Weighted kappa coeff. (r= 0.7) |
---|---|---|---|---|---|---|---|---|
Buildings | 0.6886 | 0.5895 | 0.6892 | 0.6804 | 0.6570 | 0.6871 | 0.6946 | 0.7355 |
Baseball | 0.6815 | 0.6359 | 0.6961 | 0.6848 | 0.6579 | 0.6934 | 0.6995 | 0.7249 |
Airfield | 0.7692 | 0.7651 | 0.7593 | 0.7382 | 0.7162 | 0.7516 | 0.7760 | 0.8492 |
Homes | 0.6332 | 0.5978 | 0.6851 | 0.6762 | 0.7143 | 0.6169 | 0.7064 | 0.7599 |
Large building | 0.6844 | 0.5401 | 0.6976 | 0.6730 | 0.6823 | 0.7082 | 0.7014 | 0.7506 |
Main building | 0.6967 | 0.6191 | 0.6612 | 0.6499 | 0.6988 | 0.6088 | 0.6998 | 0.8357 |
Pool tennis | 0.6722 | 0.5923 | 0.7208 | 0.6596 | 0.6527 | 0.7100 | 0.7046 | 0.7639 |
School | 0.6495 | 0.5846 | 0.6743 | 0.6474 | 0.6419 | 0.6458 | 0.6669 | 0.7835 |
Series | 0.7577 | 0.6084 | 0.7682 | 0.7656 | 0.7259 | 0.6810 | 0.7767 | 0.8090 |
Woods | 0.6581 | 0.5912 | 0.6849 | 0.6748 | 0.6760 | 0.5667 | 0.6922 | 0.7448 |