Research Article

Normalization of Active Appearance Models for Fish Species Identification

Table 7

Correct identification rates of the Experiment 5, with the objective function computed about 650 times for each image. The identification rates are indicated for each species from which the UAAM is built. The Unified Active Appearance Models built from species belonging to 2 families: Amphiprion and Acanthurus (Model 1), and Chaetodon and Pomacanthus (Model 2), keeping 5 variation modes.

Model 1 AA AC ACh AL AP
Identification rate 60% 93.3% 46.7% 86.7% 80%

Model 1 AAc ALe ALi ATe AS
Identification rate 100% 100% 73.3% 73.3% 100%

Model 2 CAu CE COc COx CL CTr
Identification rate73.3% 100% 53.3% 53.3% 86.7% 86.7%

Model 2 PA PI PM PS PSe PX
Identification rate 100% 80% 86.7% 66.7% 60% 93.3%