Research Article

Normalization of Active Appearance Models for Fish Species Identification

Table 8

Confusion matrices for the UAAM built from the Amphiprion and the Acanthurus species. There are 15 images for each species. Rows represent the target species, and columns represent the identified species. There are 6 species per family (horizontal and vertical delimitations). The identification of families requires very few objective function evaluations.
(a) Objective function evaluated 100 times

AAACAChALAPAACALeAliAteAS

AA555
AC11112
ACh3381
AL312
AP3111
AAc141
ALe213
ALi123
Ate564
AS114

(b) Objective function evaluated 700 times

AAACAChALAPAAcALeALiAteAS

AA915
AC114
ACh537
AL1131
AP312
AAc15
ALe15
ALi114
Ate3111
AS15