ࡱ> GIFOp` Rkbjbjss9z(9BBBB///8&04Z0DMj0(00009;5<\LLLLLLL$OhmQMEj@9"9j@j@MBB00UMDDDj@B00LDj@LDDJJhK00 !NQ/j@hJLkM0MJ<;RBl;R0KK$;R6L<#=hD=T=<<<MM>Dj<<<Mj@j@j@j@$BBBBBB  N8Ƌ+Rb/g~ NgR Xd{N~NN8Ƌ+Rb/gvxvz̀ofSvQSU\S z8Ƌ+Rb/gv8^(uelۏLNR{|;`~͑p[яt^egN8Ƌ+RelvxvzۏU\ۏL~v^[TyelRNċN;`~Ns6kX[(WvxvzVv^cQNTvSU\eT0 sQ.͋N8Ƌ+RN8hKmN8[MOyr_cS Abstract: Briefly introduces the background of automatic face recognition and its development. Gives a classified summary of the common methods for face recognition, mainly aiming at the latest works. Concludes key factors of research difficulties and gives the future research direction. Keywords: face recognition; face detection; face localization; feature extraction 1 _ N8Ƌ+Rb/g/fuirƋ+Rb/gvNy [~TNVPYt0{:gVb_f[0!j_Ƌ+R0SƉSb/g0NSOutf[0wyf[T_tf[I{Y*NxvzW0NNASN~mQASt^N+gN N8Ƌ+R{lb/gvSU\qQ~SNY NV*N6k WN{US̀ofvN8Ƌ+R ُ/fN8Ƌ+RxvzvR~6k08^)R(uN8hV[v@\yr_egcN80FO1uNN8hV[l g>fWvNfS0Rh`vq_T Vdk[NPNckbN8Sb_\ vƋ+R0 WNYY`/h`vN8Ƌ+R ُ/fN8Ƌ+RxvzvSU\6k0c"}Y(WN[ z^ N^N8vY`Th`SSvƋ+Rel NnN8Ƌ+Rb/g(W[E^(u-Nv[‰Bl0 R`ߍ*N8Ƌ+R ُ/fN8Ƌ+Rxvzv[(uS6k0ǏǑƖƉ^Reg_kY`VPf0N[vOo` 0R}YvƋ+RHeg Te^f^v^(uBl0 N~N8Ƌ+R :NN_fYvyr_Oo` vc)R(uN~N8VPTb N~N8!jWۏLƋ+R sS\b:N勆WvN*N;NxvzeT0 N8Ƌ+Rb/gvxvzV;NSbN NQ*Neb N8hKm(WeQvVP-N[~bN8:SW0 N8vĉS!hckN8(W:\^0IQgqTelI{ebvSS0 yr_cSNN8VP-N f\cSN~S fN8yr_vpe@ltx ŽŽjh,EHUo(jI h,UVo(jh,Uo(jh,Uh, h,CJ h,5CJ ht"]CJo(h,5CJo( h,CJo(h,5CJ OJQJo( h,o(<    &8 & F HH\^H`\ H^` & F HH^H`$d&d8$9DNP$a$gdMFZjjk,.\>vx X<P & F MM^M`$a$ $ & F a$gd,$`a$ H^` & F HH\^H`\Tzln6Xn6  & F WD^`gd,$a$`  "$*.XZhlr28 """""""8#:#<#'((("-$-h1BFFBHHHοhxchxco( hxco(Ujh+^Uhb_hb_o(jh9MUo( h:Qo( hb_o(jjhN[Uj^Dh9MU hAwo(h,j^h|bU h,o( h,6o(> """8#<#Z##### $%%(&B&'))2++,"-&->- & F ^`$a$gdb_gdb_$a$`>-../H1h1(C0DE8EFBHHHHIJKKL:L`LLLDMen(WN8 N kNpS+TNyr_Tϑ [U_NN8(WvpDяvR^Oo` pvbQbޏcsQ|(uQUOݍyegh N gbWNN~bQbVvN8c[11]0 )R(u勹elۏLN8Ƌ+Re S TeQpyr_Tϑ9SMTv[QUOMOn9SM0(W_Ƌ+RN8VP NkbcbQbV~gv^cSv^pyr_Tϑ b N TMOnvbQbVT^-NN8!j_vbQbVKNvݍy\O:Nvf N T vMR؏l g gHevƋ+R{lY[hQ㉳QُNV }vq_T0_YƋ+R{l/f[IQgqagN0Y`I{V }ۏL~_gS{0(W NV }-N ;Nvq_TegꁎNIQgqagNTY`vSS0 :NNmd[N[Ƌ+RHegvq_T 8^vZPl/fib'Y7h,gzz 6eƖTyIQgqTY` Nv7h,g Ƌ+R$ReeQKmՋVPNTyagN N7h,gv]_ 6qTۏL~TR{|0NyKQ gIQgqq_TvZPl/fǏO(u N TvǑƖn Yp~Y(IR)VP N[s(WfIQsX NvN8Ƌ+R b(uegm1_ N T҉^IQgq[N8VPvq_T[7][8]0[NY`vq_T SN)R(u9_'`V9SMvel ߍ*bsQ.yr_pvSS 0OY`SpebO(u3DSb_!jWeg9SMbh`vSS0 ;`SOeg IQgqTY`SSN/fN8Ƌ+R@bb4Nv͑'Ycb yr+R/fS_$NyV }m(WNwe0vMR weg 9_'`V9SMel0yr_8elT3DN8^!j/f㉳QS_ N[Ev:NLKN gHevel \O_0RfRmeQvxvz0 Se.s Weihua Wang, WeiFu Wang. A Gray-Scale Face Recognition Approach[J]. 2008 Second International Symposium on Intelligent Information Technology Application, 2008, 395~398 Zhiming Liu, Chengjun Liu. A Hybrid Color and Frequency Features Method For Face Recognition[J]. IEEE Transactions on Image Processing, 2008, v17, n10, 1975~1980 Jiann-Shu Lee, Kai-Yang Huang, Sho-Tsung Kao, Seng-Fong Lin. Face Recognition by Integrating Chin Outline[J]. 2008 Fourth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP), 2008, 567~571 A.Abbas, M.I.Khalil, S.Abdel-Hay, H.M.Fahmy. Expression and illumination invariant preprocessing technique for face recognition[J]. 2008 International Conference on Computer Engineering & Systems (ICCES '08), 2008, 59~64 Zhifei Wang, Zhenjiang Miao. Feature-based super-resolution for face recognition[J]. 2008 IEEE International Conference on Multimedia and Expo (ICME), 2008, 1569~1572 Frederick W.Wheeler, Xiaoming Liu, Peter H.Tu. Multi-frame super-resolution for face recognition[J]. 2007 First IEEE International Conference on Biometrics: Theory, Applications, and Systems - BTAS '07, 2007, 250~255 D.A.Socolinsky, L.B.Wolff, A.J.Lundberg. Face recognition in low-light environments using fusion of thermal infrared and intensified imagery[J]. Proceedings of the SPIE - The International Society for Optical Engineering, 2006, v6206, p620622-1-12 Kong, S.G.1; Jingu Heo; Boughorbel, F.; Yue Zheng; Abidi, B.R.; Koschan, A.; Mingzhong Yi; Abidi, M.A.. Multiscale fusion of visible and thermal IR images for illumination-invariant face recognition[J]. International Journal of Computer Vision, 2007, v71, n2, 215~233 G.P.Kusuma, Chin-Seng Chua. Image level fusion method for multimodal 2D + 3D face recognition[J]. Image Analysis and Recognition. 5th International Conference, ICIAR 2008, 2008, 984~992 Al-Osaimi, F.1; Bennamoun, M.1; Mian, A.1. An expression deformation approach to non-rigid 3D face recognition[J]. International Journal of Computer Vision, 2009, v81, n3, 302~316 Hochul Shin, Seong-Dae Kim, Hae-Chul Choi. Generalized elastic graph matching for face recognition[J]. 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