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(mugshots) -303.98600 (of) -304.01500 (r) 37.01830 (epeat) -305 (of\055) ] TJ T* [ (fender) 10.01300 (s\056) -435.99700 (The) -292.01400 (lar) 36.99260 (g) 10.00320 (est) -291.00200 (of) -292.01700 (these) -291.98100 (two) -292.00400 (datasets) -291.99300 (has) -292.01300 (147\054784) -291.99800 (im\055) ] TJ T* [ (a) 10.00320 (g) 10.00320 (es) -382.01300 (of) -382.00200 (18\054007) -381.00800 (subjects) -381.98700 (with) -381.98200 (an) -382.00500 (aver) 15.01960 (a) 10.00320 (g) 10.00320 (e) -381 (of) -382.00200 (8) -382.01000 (ima) 10.01300 (g) 10.00320 (es) -382.01200 (per) ] TJ T* [ (subject) -223 (o) 10.00320 (ver) -222.98500 (an) -223.01200 (aver) 15.01960 (a) 10.00320 (g) 10.00320 (e) -222.98700 (time) -223.00900 (span) -223 (of) -223.00900 (8\0565) -223.00900 (year) 10 (s\056) -300.99900 (W) 91.98710 (e) -222.98700 <0274> -223.00900 (multi\055) ] TJ T* [ (le) 14.98100 (vel) -230.00200 (statistical) -230.01800 (models) -230.01800 (to) -229.98900 (g) 10.00320 (enuine) -231.00700 (comparis) 1.01209 (on) -231.01000 (scor) 36.98650 (es) -229.99800 (\050simi\055) ] TJ 11.95590 TL T* [ (larity) -248.98900 (between) -247.98100 (ima) 10.01300 (g) 10.00320 (es) -249.01600 (of) -249.00500 (the) -247.99000 (same) -249.00700 (face\051) -249.01700 (fr) 44.98510 (om) -247.99000 (the) -249.01000 (two) -248.99300 (CO) 40.01050 (TS) ] TJ 11.95510 TL T* [ (face) -348.01700 (matc) 14.98830 (her) 10.00570 (s\056) -604.98900 (This) -349.00700 (allows) -348.01500 (us) -348.99000 (to) -348.00800 (analyze) -348 (the) -348.99300 (de) 39.99330 (gr) 14.99010 (adation) ] TJ T* [ (in) -310.99500 (r) 37.01960 (eco) 9.99466 (gnition) -309.98500 (performance) -311.01700 (due) -311 (to) -310.99500 (elapsed) -310.00700 (time) -310.99500 (between) -310.99000 (a) ] TJ T* [ (pr) 44.98390 (obe) -356.99400 (\050query\051) -356.99800 (and) -356.98500 (its) -357.01800 (enr) 45.01940 (ollment) -357.00800 (\050gallery\051) -356.98500 (ima) 10.01300 (g) 10.00320 (e) 15.01220 (\056) -630.99000 (W) 91.98710 (e) -357.00400 (ac\055) ] TJ T* [ (count) -439.98700 (for) -439.00600 (face) -440.00100 (ima) 10.01300 (g) 10.00320 (e) -440.01000 (quality) -438.99300 (to) -439.99300 (obtain) -438.99000 (a) -440 (better) -439.98800 (estimate) ] TJ T* [ (of) -380.00300 (tr) 36.98770 (ends) -380.98400 (due) -380.00900 (to) -380.98300 (a) 10.00320 (ging) 9.98118 (\054) -412.98700 (and) -380 (analyze) -379.99500 (whether) -381.00800 (longitudinal) ] TJ 11.95590 TL T* [ (tr) 36.98770 (ends) -290.01800 (in) -290.01800 (g) 10.00320 (enuine) -290.01700 (scor) 36.98650 (es) -289.00900 (dif) 18.01660 (fer) -289.98200 (by) -289.99000 (subject) -290.00800 (g) 10.00320 (ender) -289.98300 (and) -290.01500 (r) 14.98280 (ace) 15.01470 (\056) ] TJ 11.95510 TL T* [ (Based) -310.01100 (on) -308.99700 (the) -310.01900 (r) 37.01960 (esults) -309.02000 (of) -310.01400 (our) -310.01100 (stat) 1.00596 (istical) -309.99100 (model\054) -324.98700 (we) -308.99700 (infer) -310.00500 (that) ] TJ T* [ (the) -354.99200 (state\055of\055the\055art) -354.00800 (CO) 40.00930 (TS) -355.01900 (matc) 14.98890 (her) 10.00570 (s) -354.01300 (can) -354.99500 (verify) -354.01200 (99\045) -354.98700 (of) -354.98700 (the) ] TJ T* [ (subjects) -222.99400 (at) -223.00900 (a) -223.99700 (false) -223 (accept) -223.01800 (r) 14.98400 (ate) -223.01400 (\050F) 115.00200 (AR\051) -223.99700 (of) -223.00900 (0\05601\045) -223.00200 (for) -223.00400 (up) -223.01200 (to) -223.99000 (10\0565) ] TJ T* [ (and) -243.00300 (8\0565) -243.98600 (year) 10 (s) -243.01200 (of) -243.98600 (elapsed) -242.99900 (time) 14.99010 (\056) -307.98500 (Be) 29.99500 (yond) -243.98700 (this) -242.99400 (time) -243.98600 (lapse) -242.99900 (of) -243.98600 (8\0565) ] TJ T* [ (year) 10 (s\054) -374.00700 (ther) 36.98830 (e) -349.98500 (is) -348.98700 (a) -350.01500 <7369676e690263616e74> -350.01100 (loss) -349.01500 (in) -350.00800 (face) -348.99800 (r) 37.01830 (eco) 9.99588 (gnition) -350.01800 (accu\055) ] TJ 11.95590 TL T* [ (r) 14.98400 (acy) 55.00680 (\056) -301.98600 (This) -226.00800 (study) -225.98300 (e) 19.99180 (xtends) -225.98700 (and) -225.98700 <636f6e02726d73> -226.01500 (the) -227.01400 <026e64696e6773> -226.00100 (of) -225.98900 (earlier) ] TJ 11.95510 TL T* [ (longitudinal) -250.00500 (studies) -250.00500 (on) -249.98800 (face) -249.99400 (r) 37.01960 (eco) 9.99466 (gnition\056) ] TJ /R17 11.95520 Tf 35.92230 TL T* [ (1\056) -249.99000 (Intr) 18.01460 (oduction) ] TJ /R19 9.96260 Tf 11.95510 -18.94770 Td [ (It) -295.98600 (is) -296.99600 (no) 24.98600 (w) -295.98700 (well) -296.01700 (established) -297.01300 (that) -296.01400 (accuracies) -296 (of) -295.98700 (f) 9.99588 (ace) -296.98200 (recog\055) ] TJ -11.95510 -11.95510 Td [ (nition) -355.98200 (systems) -355.98100 (are) -355.01200 (adv) 14.98400 (ersely) -356.01300 (af) 25.00810 (fected) -355.98300 (by) -356.00900 (f) 9.99588 (actors) -356.01200 (including) ] TJ 11.95510 TL T* [ (f) 9.99527 (acial) -245.01700 (pose\054) -247.00400 (illumination\054) -246.00300 (e) 15.01220 (xpression) -246.00600 (and) -245.01300 (aging\054) -246.99800 (collecti) 24.99580 (v) 14.98280 (ely) ] TJ 11.95590 TL T* [ (kno) 24.99150 (wn) -356.01100 (as) -356.01700 (PIE\055A\056) -354.98200 (While) -356.00300 (image) -356.00300 (acquisition) -356.01200 (conditions) -356.00900 (and) ] TJ 11.95510 TL T* [ (subject) -264.99300 (cooperation) -264.99100 (can) -265.01800 (accommodate) -264.99000 (for) -265.01700 (PIE) -265 (v) 24.98110 (ariations) -264.99000 (in) ] TJ T* [ (controlled) -268.00400 (capture) -267.99300 (scenarios\054) -272.01700 (f) 9.99466 (acial) -267.99300 (aging) -268.01700 (f) 9.99588 (actors) -267.98700 (are) -268.00700 (intrin\055) ] TJ T* [ (sic) -429.99700 (and) -428.98200 (cannot) -429.99300 (be) -428.98600 (controlled\056) -849.00300 (A) -430.00400 (f) 9.99466 (ace) -429 (under) 18.00430 (goes) -429.99400 (v) 24.98110 (arious) ] TJ T* [ (temporal) -322 (changes) -322.01600 (across) -321 (time\054) -339.99700 (including) -321.98300 (wrinkles\054) -339.99200 (weight\054) ] TJ ET Q q 527.22100 0 0 659.02700 3166.44000 4859.68000 cm /R25 Do Q q 527.20800 0 0 659.01000 3716.80000 4859.68000 cm /R26 Do Q 3.70068 w 0 G 3134.93000 5548.33000 m 4275.50000 5548.33000 l S 3136.79000 4830.04000 m 3136.79000 5548.34000 l S 4273.65000 4830.04000 m 4273.65000 5548.34000 l S 3134.93000 4830.04000 m 4275.50000 4830.04000 l S q 10 0 0 10 0 0 cm BT /R19 7.41076 Tf 1 0 0 1 332.24600 472.95200 Tm [ (\050a\051) -249.98300 (19) -249.97600 (and) -250.01300 (25) -249.97600 (years) -250.00900 (\0500\05641\051) ] TJ ET Q q 513.21400 0 0 658.94200 4353.31000 4859.68000 cm /R27 Do Q q 506.87800 0 0 658.94200 4889.69000 4859.68000 cm /R28 Do Q 4321.82000 5548.33000 m 5428.07000 5548.33000 l S 4323.67000 4830.04000 m 4323.67000 5548.34000 l S 5426.21000 4830.04000 m 5426.21000 5548.34000 l S 4321.82000 4830.04000 m 5428.07000 4830.04000 l S q 10 0 0 10 0 0 cm BT /R19 7.41076 Tf 1 0 0 1 449.01100 472.95200 Tm [ (\050b\051) -250.01300 (30) -249.98000 (and) -250.01300 (35) -249.98000 (years) -250.00600 (\0500\05639\051) ] TJ ET Q q 442.46300 0 0 663.69400 3166.99000 3904.46000 cm /R29 Do Q q 547.66300 0 0 663.68100 3632.76000 3904.46000 cm /R30 Do Q 3.72695 w 3135.26000 4598.01000 m 4212.16000 4598.01000 l S 3137.13000 3874.61000 m 3137.13000 4598.01000 l S 4210.29000 3874.61000 m 4210.29000 4598.01000 l S 3135.26000 3874.61000 m 4212.16000 3874.61000 l S q 10 0 0 10 0 0 cm BT /R19 7.46336 Tf 1 0 0 1 328.82300 377.33800 Tm [ (\050c\051) -249.97800 (28) -250.01400 (and) -250.00400 (39) -250.01400 (years) -250.02000 (\0500\05641\051) ] TJ ET Q q 584.52900 0 0 663.67000 4290.52000 3904.46000 cm /R31 Do Q q 497.76000 0 0 663.67900 4898.37000 3904.46000 cm /R32 Do Q 4258.81000 4598 m 5427.86000 4598 l S 4260.67000 3874.61000 m 4260.67000 4598.01000 l S 5425.99000 3874.61000 m 5425.99000 4598.01000 l S 4258.81000 3874.61000 m 5427.86000 3874.61000 l S q 10 0 0 10 0 0 cm BT /R19 7.46336 Tf 1 0 0 1 445.57700 377.33800 Tm [ (\050d\051) -249.97800 (25) -250.01000 (and) -250.00400 (32) -250.01000 (years) -250.01700 (\0500\05640\051) ] TJ /R19 7.97010 Tf -136.71400 -19.24610 Td [ (Figure) -289.97800 (1\072) -391.01800 (Examples) -289.98800 (of) -290.97700 (lo) 24.98960 (w\055scoring) -289.98200 (genuine) -289.98200 (f) 10.01670 (ace) -291.01100 (image) -290 (pairs) -289.98200 (of) -290.97400 (four) -289.99400 (sub\055) ] TJ 9.46484 TL T* [ (jects) -286.98300 (from) -286.01500 (\050a\051\054) -295.99500 (\050b\051) -286.98900 (PCSO) -287.00700 (and) -286.00200 (\050c\051\054) -295.99200 (\050d\051) -286.99200 (MSP) -286.99200 (longitudinal) -286.01800 (mugshot) -287.01600 (datasets\056) ] TJ 9.46406 TL T* [ (Ages) -396.00500 (at) -396.97600 (image) -396.00800 (acquisitions) -395.97800 (are) -397.01000 (gi) 24.98960 (v) 14.98520 (en) -396.01700 (along) -395.98700 (with) -395.99300 (similarity) -396.99800 (scores) -396 (from) ] TJ 9.46484 TL T* [ (CO) 40.01160 (TS\055A) -348.00500 (for) -348.98800 (each) -348.02300 (pair) 55.00910 (\056) -605.00200 (The) -348.01100 (thresholds) -347.99900 (for) -348.99100 (CO) 40.01160 (TS\055A) -348.00500 (at) -348.01700 (0\0561\045) -348.99100 (and) -347.99900 (0\05601\045) ] TJ T* [ (f) 10.01670 (alse) -241.01900 (accept) -241.01600 (rate) -240.02100 (\050F) 73.99180 (AR\051) -241 (are) -241.00700 (0\05642) -240.98900 (and) -239.97800 (0\05649\054) -243.00400 (respecti) 24.98350 (v) 14.98520 (ely) 64.98900 (\054) -243.00400 (for) -239.99000 (both) -241.01900 (PCSO) -240.98900 (and) ] TJ 9.46367 TL T* [ (MSP) -244.99200 (datasets\056) -307.97800 (Each) -244.98300 (of) -245.00400 (the) -243.97800 (genuine) -244.98900 (pairs) -244.98900 (w) 10.01060 (ould) -244.98900 (be) -245.01400 (f) 10.01670 (alsely) -244.01500 (rejected) -245.01400 (at) -244.99500 (0\0561\045) ] TJ 9.46523 TL T* [ (and) -249.97900 (0\05601\045) -250 (F) 74.02240 (ARs\056) ] TJ /R19 9.96260 Tf 38.22700 TL T* [ (f) 9.99588 (acial) -378.99300 (hair) 39.99820 (\054) -412.00700 (etc\056) -698.00100 (Figure) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 407.21300 263.07700 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 415.97000 263.07700 Tm [ (sho) 24.99090 (ws) -378.98600 (that) -380 (lar) 17.99700 (ge) -378.99600 (time) -379.01000 (lapse) -380.00500 (be\055) ] TJ -107.10800 -11.95510 Td [ (tween) -259.98800 (tw) 10.00810 (o) -261.01000 (genuine) -260.01500 (f) 9.99588 (ace) -260.98800 (images) -260.01500 (can) -261.02000 (result) -260.01500 (in) -261.00500 (f) 9.99343 (alse) -259.99100 (reject) -261.01500 (er) 19.98690 (\055) ] TJ 11.95470 TL T* [ (rors\056) -374.00900 (Therefore\054) -277.02000 (it) -272.01800 (is) -271.00100 (critical) -270.99900 (to) -271.98400 (systematically) -270.99900 (e) 25.01050 (v) 24.98110 (aluate) -271.98900 (f) 9.99343 (ace) ] TJ T* [ (recognition) -285.99600 (technology) -287.01300 (on) -285.98200 (longitudinal) -286.98600 (f) 9.99343 (ace) -286.00600 (datasets) -286.01100 (to) -287.00100 (de\055) ] TJ T* [ (termine) -280.01200 (state\055of\055the\055art) -279 (accurac) 14.99750 (y) -279.98800 (with) -280.00700 (respect) -279.01200 (to) -280.02200 (time) -280.00700 (lapse) ] TJ T* [ (between) -249.99000 (a) -250.00200 (probe) -249.99000 (and) -249.99300 (its) -250.01700 (enrollment) -249.99700 (image) -249.98300 (in) -249.98800 (the) -249.98800 (g) 4.98446 (allery) 65.01860 (\056) ] TJ 11.95510 -14.70590 Td [ (A) -311.98500 (considerable) -312.98700 (amount) -313.01600 (of) -311.98700 (research) -313.02100 (has) -312.02100 (been) -313.00700 (performed) ] TJ -11.95510 -11.95510 Td [ (and) -279.00700 (reported) -279.98500 (on) -279.00200 (age\055in) 39.99820 (v) 24.98110 (ariant) -279.00200 (f) 9.99343 (ace) -280.00700 (recognition) -279.01700 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 500.20400 176.64100 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 505.18600 176.64100 Tm (\135\054\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 514.31100 176.64100 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 519.29300 176.64100 Tm [ (\135\054) -287.01100 (syn\055) ] TJ -210.43000 -11.95510 Td [ (thetic) -243.98100 (aging) -243.00100 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 361.30500 164.68600 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 366.28600 164.68600 Tm (\135\054\133) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 375.41200 164.68600 Tm (9) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 380.39300 164.68600 Tm [ (\135\054) -245.01800 (automatic) -244.00800 (age) -244.00300 (estimation) -243.00800 (from) -243.98900 (f) 9.99343 (ace) -244.01300 (im\055) ] TJ -71.53130 -11.95510 Td [ (ages) -372.01400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 333.58900 152.73100 Tm (10) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R19 9.96260 Tf 1 0 0 1 343.55200 152.73100 Tm [ (\135\054) 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