Automated identification of animal species in camera trap images

EURASIP Journal on Image and Video Processing

Table 3 Confusion matrix of species recognition, obtained by averaging matrices resulting from 10 runs

	Agouti	Collared	Paca	Red brocket	White-nosed	Spiny rat	Ocelot	Red	Common	Great	White-tailed	Mouflon	Red	Roe	Wild	Red	European	Wood
		peccary		deer	coati			squirrel	opossum	tinamou	deer		deer	deer	boar	fox	hare	mouse
Agouti	86.9	1.6	0.4	0.1	1.2	1.0	0.0	0.8	0.5	3.7	1.9	0.1	0.3	0.4	0.6	0.0	0.3	0.0
Collared peccary	7.5	77.1	1.3	2.7	1.8	0.0	1.0	0.0	1.4	1.8	4.4	0.0	0.3	0.0	0.5	0.0	0.0	0.4
Paca	0.5	0.1	90.7	1.7	0.7	0.7	0.7	0.0	1.6	0.2	2.2	0.0	0.0	0.0	0.2	0.1	0.5	0.0
Red brocket deer	0.1	0.2	0.3	58.1	0.7	0.0	0.4	0.3	0.0	0.6	36.4	0.0	1.8	0.6	0.4	0.0	0.0	0.0
White-nosed coati	3.6	0.3	0.1	0.0	88.5	0.0	0.0	0.8	0.3	1.2	4.0	0.0	0.4	0.5	0.1	0.0	0.1	0.1
Spiny rat	2.0	0.2	0.4	0.0	0.0	78.5	0.0	1.3	6.9	1.9	1.3	0.9	0.0	0.0	0.6	0.9	1.9	3.3
Ocelot	0.0	0.4	1.1	0.2	0.2	0.0	92.9	0.0	0.7	0.0	2.9	0.0	0.5	0.0	0.2	0.4	0.7	0.0
Red squirrel	16.5	0.0	0.5	0.0	5.8	1.9	0.0	64.7	0.7	4.2	1.4	0.9	0.9	0.0	0.0	0.0	0.0	2.6
Common opossum	2.6	1.4	3.5	0.3	0.3	3.8	0.0	0.0	79.1	0.8	5.0	0.3	0.4	0.0	1.0	0.5	1.1	0.1
Great tinamou	6.3	0.2	0.3	0.3	1.3	0.0	0.0	0.0	1.9	85.7	2.4	0.7	0.5	0.1	0.3	0.0	0.0	0.0
White-tailed deer	0.6	1.2	0.4	2.9	0.8	0.1	0.0	0.1	0.0	0.5	90.3	0.4	1.2	0.2	0.5	0.0	0.2	0.6
Mouflon	0.1	0.0	0.1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.4	97.2	1.3	0.2	0.0	0.1	0.4	0.0
Red deer	0.2	0.0	0.0	0.1	0.0	0.0	0.0	0.2	0.0	0.0	1.3	2.8	92.7	1.6	1.0	0.0	0.0	0.1
Roe deer	0.7	0.4	0.4	0.1	0.0	0.0	0.0	1.5	0.2	0.2	3.1	4.9	10.3	76.4	0.3	0.8	0.8	0.0
Wild boar	1.1	0.0	0.1	0.1	0.2	0.0	0.1	0.3	0.0	0.0	0.1	0.7	0.7	0.1	96.4	0.1	0.1	0.1
Red fox	1.9	0.0	0.3	0.0	0.0	0.6	0.0	0.3	3.3	0.6	3.9	14.2	6.7	5.8	5.0	53.1	4.4	0.0
European hare	0.9	0.2	0.9	0.0	0.0	0.8	0.2	0.9	0.2	0.0	2.6	12.1	1.7	4.2	2.5	3.2	67.7	1.9
Wood mouse	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	100