Table 1. Assessment of results from four automatic detection techniques in relation to manually digitized whales; results from two unsupervised classification techniques and two Thresholding analyses.
Manually digitized | Unsupervied iso means | Unsupervised kmeans | Threshold Panchromatic | Threshold Band 5 | ||
total signals | 91 | total signals | 158 | 102 | 64 | 101 |
probable | 55 | probable matches | 44 | 42 | 43 | 49 |
possible | 23 | possible matches | 16 | 11 | 14 | 15 |
Band 5 only | 13 | band 5 matches | 1 | 0 | 0 | 13 |
total found | 61 | 53 | 57 | 77 | ||
% found | 67.0 | 58.2 | 62.6 | 84.6 | ||
% of probable | 80.0 | 76.4 | 78.2 | 89.1 | ||
total missed | 30 | 38 | 34 | 14 | ||
% missed | 33.0 | 41.8 | 37.4 | 15.4 | ||
false positives | 97 | 49 | 7 | 24 | ||
% false positives | 61.4 | 48.0 | 10.9 | 23.8 | ||
% good | 38.6 | 52.0 | 89.1 | 76.2 |