Research Article

Normalization of Active Appearance Models for Fish Species Identification

Table 4

Correct identification rates of the Experiment 2. The fitting is constrained in the pose parameters space given the constraints stated in the introduction of Section 3.2. The first row of each table presents the species’ names and the family names are shown in the first column. Due to their similarities in shape and texture, the COx and CL fishes are merged together, as explained in Figure 2. The number of objective function evaluations is proportional to the number of target species.

Chaetodon COc COx CAu CE CTr CL COx/CL Total

Identification rate 85% 90% 95% 100% 90% 80% 97.5% 90%
Number of objective function evaluations 1554 1454 1479 1406 1535 1476

Acanthurus AAc ALe ALi ATe ASTotal

Identification rate 95% 90% 60% 90% 85%86%
Number of objective function evaluations 1512 1479 1565 1444 1559