Thermal face recognition under different conditions

BMC Bioinformatics

Table 3 Performance of three different experiments for F = 22

F = 22	Normal (I)						5 datasets (II)						Merged (III)
F = 22	N = 5	N = 10	N = 15	N = 20	N = 25	N = 30	N = 5	N = 10	N = 15	N = 20	N = 25	N = 30	N = 5	N = 10	N = 15	N = 20	N = 25	N = 30
PUCV-DTF
Normal	99.13	100	100	100	100	100	99.13	100	100	100	100	100	99.48	100	100	100	100	100
Noise	88.91	89.43	89.61	90.09	90.14	90.22	98.26	99.13	99.48	99.74	99.87	99.91	95.87	96.74	97.74	97.83	98.61	99.74
Glasses (G)	55.48	55.57	56.09	58.65	60.26	60.65	99.78	100	100	100	100	100	98.26	99.57	100	100	100	100
Face mask (FM)	47.61	48.14	48.57	49.13	50.83	51.35	99.35	100	100	100	100	100	97.13	98.04	98.57	100	100	100
G + M	35.17	36.65	36.57	37.04	37.91	38.65	99.57	100	100	100	100	100	95.26	97.35	98.57	99.04	99.91	100
UCH-TTF
Normal	85.71	87.14	90.71	92.14	92.86	95.71	85.71	87.14	90.71	92.14	92.86	95.71	83.29	84.43	85.71	87.43	89.29	92.29
Noise	73.86	75.71	77.43	79.71	81.86	83.14	83.57	84.29	85.71	86.43	87.86	89.29	79.29	79.29	81.43	83.14	86.14	88.0
Glasses (G)	45.43	45.86	46.14	47.71	48.14	48.86	84.14	86.86	87.86	88.29	89.71	90.71	78.71	83.43	83.57	84.29	86.43	87.14
Face mask (FM)	40.14	41.14	43.14	42.29	42.57	43.86	83.86	85.14	86.71	87.86	89.57	89.86	76.43	79.86	80.86	81.29	84.29	85.71
G + M	27.14	29.43	29.86	30.29	31.43	32.71	81.43	85.29	86.29	87.17	89.86	89.29	75.14	78.57	79.29	79.29	83.57	83.57

ISSN: 1471-2105