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T*
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T*
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T*
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T*
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T*
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T*
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T*
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T*
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T*
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T*
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T*
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244.62 0 Td
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[(classi\002cation)-471(rate)-471(\(CCR\))-471(for)-472(the)-471(dif)24(ferent)-471(e)14(xamined)-470(dimen-)]TJ
T*
[(sionalities)-382(is)-383(retained.)-384(Consequently)64(,)-382(the)-383(o)14(v)15(erall)-382(performance)]TJ
0 -11.96 TD
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T*
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T*
[(computed)-486(by)-486(a)19(v)15(eraging)-485(the)-487(dimensionality)-486(of)-487(the)-486(projected)]TJ
262.94 595.6 Td
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36.9 0 Td
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13.34 0 Td
[(along)-483(all)-483(CV)-483(c)14(ycles,)-483(are)-483(presented)-483(in)-484(T)79(able)-482(II.)]TJ
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134.97 -1.49 Td
(L)Tj
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26.08 -1.49 Td
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10.02 1.49 Td
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[(the)-492(other)-492(methods)-493(to)-493(denote)-492(that)-493(the)14(y)-492(require)-492(considerably)]TJ
T*
[(more)-496(processing)-496(time)-497(during)-497(optimization.)-496(W)79(e)-496(should)-496(note)]TJ
T*
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0 -11.95 TD
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T*
[(in)40(v)15(ersion)-333(of)-334(class)-335(co)14(v)25(ariance)-333(matrices,)-334(is)-334(se)24(v)15(erely)-333(af)24(fected)-333(by)]TJ
T*
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T*
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9.52 1.5 Td
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71.95 -1.5 Td
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9.51 1.5 Td
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9.45 1.5 Td
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31.05 -20.59 Td
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[(In)-267(this)-268(letter)39(,)-267(tw)9(o)-267(shortcomings)-268(of)-268(SD)39(A)-267(ha)19(v)15(e)-267(been)-268(presented)]TJ
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[(and)-248(upon)-250(their)-249(analysis)-249(MSD)39(A)-248(has)-250(been)-249(proposed.)-249(Experimen-)]TJ
T*
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82.06 -20.59 Td
(A)Tj
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7.33 0 Td
[(C)-61(K)-62(N)-61(O)-28(W)-63(L)-61(E)-62(D)-61(G)-62(M)-62(E)-62(N)-62(T)]TJ
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[(This)-539(w)9(ork)-538(w)9(as)-539(supported)-540(by)-539(the)-540(European)-539(Commission)]TJ
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[(E)-60(F)-62(E)-61(R)-62(E)-62(N)-61(C)-62(E)-62(S)]TJ
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0 g
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47.82 0 Td
[(Intr)44(oduction)-419(to)-420(statistical)-420(pattern)-421(r)36(eco)10(gnition)-419(\(2nd)-420(ed.\))]TJ
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182.92 0 Td
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[(San)-350(Die)14(go,)-349(CA,)-350(USA:)-350(Academic)-350(Press)-350(Professional,)-350(Inc.,)-350(1990.)]TJ
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[(P)110(.)-372(N.)-374(Belhumeur)39(,)-373(J.)-374(P)110(.)-373(Hespanha,)-374(and)-374(D.)-373(J.)-374(Krie)14(gman,)-373(\223Eigenf)9(aces)-373(vs.)]TJ
0 -8.96 TD
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215.48 0 Td
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114.63 0 Td
[(,)-485(v)19(ol.)-485(19,)-485(no.)-485(7,)-486(pp.)-485(711\226720,)-485(Jul.)]TJ
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0 g
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[(J.)-403(Lu,)-403(K.)-403(Plataniotis,)-404(and)-403(A.)-403(V)110(enetsanopoulos,)-403(\223Re)14(gularization)-402(studies)]TJ
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[(of)-560(linear)-561(discriminant)-560(analysis)-561(in)-561(small)-560(sample)-561(size)-560(scenarios)-561(with)]TJ
0 -8.96 TD
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110.54 0 Td
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[(T)73(.)-414(Hastie)-415(and)-415(R.)-416(T)34(ibshirani,)-414(\223Discriminant)-415(analysis)-415(by)-416(Gaussian)-415(mix-)]TJ
T*
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193.04 0 Td
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[(P)79(attern)-283(Anal.)-285(Mac)14(h.)-283(Intell.)]TJ
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85.94 0 Td
[(,)-284(v)19(ol.)-284(28,)-284(no.)-285(8,)-284(pp.)-285(1274\2261286,)-284(August)-285(2006.)]TJ
0 0 0 1 k
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([6])Tj
0 g
14.27 0 Td
[(A.)-567(M.)-568(Martinez)-568(and)-567(M.)-568(Zhu,)-568(\223Where)-568(are)-567(linear)-568(feature)-568(e)14(xtraction)]TJ
T*
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