taher.am@lu.ac.r B12 B6 [Brewer, 2012; (FAO) Verbeke et al., 2011] [Alexandraks et al., 2012] [Huang et al., 2013; L et al., 2015].[Xong et al., 2015] [Dowlat et [Chen et al., 2014] al., 2012]
[Cozzolno& Murray, 2012; Grau et al., 2011; Nlsen et al., 2002; Lu et al., 2011] [Huang et al., 2014] [Salnas et al., 2014] [Zhang et al., 2012].[Ma et al., 2016] (CANON, SX260 HS, 12.1MP) JPEG B,G,R R B,G,R B,G,R (Saturaton) (Hue) HSI RGB I, [El Barbr et al., 2014] : [Chaudhary et al., 2012] Intensty S, H
[Gonzalez & b* a* L* CIE LAB.[Chaudhary et al., 2012] [0.1] n L*a*b* Woods, 2002] RGBS RGBO XYZ trstmulus g L*a*b* h XYZ trstmulus x R XR YR = 100 D65 (z R = 1 x R.[M. Goñ& O. Salvador, 2016] trstmulus y R XR, YR, ZR = 0.3127, y R = 0.3290 ZR
[Taher- N H(z) z Garavand et al., 2015] R [Khulal et L e 3 P(z) U m z al., 2016]
y x B-2 A B-2 A y x a, b, c x o2, {p, q, r}
[ ]. C * nj [ ] j Cj =j C * C * C * C * TP FP TN FN [Labatut&Cher, 2011] j (AUC)
ANN AUC ANN [Sokolova& Lapalme, 2009] (AUC) 0 0 0 3 21 0 1 6 28 2 2 4 21 6 1
7 31 8 0 0 34 3 3 0 0 92.7 9 84.7 1 73.0 8 84.4 6 87.3 6 84.4 8 98.0 87. 8 5 93.7 75. 5 67 90.9 55. 26 89.4 79. 3 48 95.6 79. 5 06 93.5 75. 6 4 87.5 96.6 8 75.6 90.0 7 5 61.7 83.4 6 2 67.3 87.2 9 9 85 91.7 1 75.4 89.8 6 3 L*a*b* HSI RGB
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