%PDF-1.3 1 0 obj << /Kids [ 3 0 R 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R ] /Type /Pages /Count 6 >> endobj 2 0 obj << /Title (Facial Landmark Localization in Depth Images Using Supervised Ridge Descent) /Producer (PyPDF2) /Author (Necati Cihan Camgoz\054 Vitomir Struc\054 Berk Gokberk\054 Lale Akarun\054 Ahmet Alp Kindiroglu) /Subject (2015 IEEE International Conference on Computer Vision Workshops) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 10 0 R /Resources << /XObject << /x8 11 0 R /x6 14 0 R /x12 17 0 R /x10 20 0 R >> /ExtGState << /s9 23 0 R /s11 26 0 R /a0 << /CA 1 /ca 1 >> /R19 29 0 R /s5 30 0 R /s7 33 0 R >> /Font << /F2 36 0 R /F1 37 0 R /R20 38 0 R /R22 41 0 R /R24 45 0 R /R26 48 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 52 0 R 53 0 R 54 0 R 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R 60 0 R ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 61 0 R /Resources << /ExtGState << /R19 29 0 R >> /Font << /R58 62 0 R /R54 66 0 R /R56 70 0 R /F1 73 0 R /F2 74 0 R /R64 75 0 R /R66 80 0 R /R60 83 0 R /R62 87 0 R /R20 38 0 R /R22 41 0 R /R68 91 0 R /R26 48 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 95 0 R 96 0 R 97 0 R 98 0 R 99 0 R 100 0 R 101 0 R 102 0 R 103 0 R 104 0 R 105 0 R 106 0 R 107 0 R 108 0 R 109 0 R 110 0 R 111 0 R 112 0 R 113 0 R 114 0 R ] >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 115 0 R /Resources << /XObject << /R84 116 0 R >> /ExtGState << /R19 29 0 R >> /Font << /R58 62 0 R /R54 66 0 R /R56 70 0 R /F1 117 0 R /F2 118 0 R /R64 75 0 R /R66 80 0 R /R60 83 0 R /R62 87 0 R /R20 38 0 R /R22 41 0 R /R68 91 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 119 0 R 120 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R 126 0 R 127 0 R 128 0 R ] >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 129 0 R /Resources << /ExtGState << /R19 29 0 R >> /Font << /F2 130 0 R /R64 75 0 R /F1 131 0 R /R20 38 0 R /R22 41 0 R /R26 48 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 137 0 R 138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R 145 0 R 146 0 R 147 0 R 148 0 R ] >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 149 0 R /Resources << /ExtGState << /R19 29 0 R >> /Font << /F2 150 0 R /R64 75 0 R /F1 151 0 R /R58 62 0 R /R54 66 0 R /R20 38 0 R /R22 41 0 R /R117 152 0 R /R26 48 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 155 0 R 156 0 R 157 0 R 158 0 R 159 0 R 160 0 R ] >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 161 0 R /Resources << /XObject << /R130 162 0 R /R131 163 0 R /R132 164 0 R /R133 165 0 R /R134 166 0 R /R135 167 0 R /R136 168 0 R /R137 169 0 R /R138 170 0 R /R129 171 0 R >> /ExtGState << /R19 29 0 R >> /Font << /F2 172 0 R /F1 173 0 R /R125 174 0 R /R22 41 0 R /R26 48 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R124 177 0 R /R128 179 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 9 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 10 0 obj << /Length 15333 >> stream q q q 0.10000 0 0 0.10000 0 0 cm /R19 gs 0 g q 10 0 0 10 0 0 cm BT /R20 14.34620 Tf 1 0 0 1 53.37110 675.06700 Tm [ (F) 24.98890 (acial) -249.99700 (Landmark) -249.99600 (Localization) -250.00500 (in) -249.99300 (Depth) -250.00300 (Images) -249.99100 (using) -250.00700 (Super) 10.00310 (vised) -249.98800 (Ridge) -249.99500 (Descent) ] TJ /R22 11.95520 Tf 94.90780 -37.85820 Td [ (Necati) -249.99300 (Cihan) -249.98700 (Camg) ] TJ 95.30000 0.06016 Td (\250) Tj -0.99883 -0.06016 Td (oz) Tj -125.84400 -13.94690 Td [ (Computer) -250.01400 (Engineering) -249.99700 (Department) ] TJ 36.59410 -13.94800 Td (Bo) Tj 14.95000 0.05977 Td <0b> Tj -0.99805 -0.05977 Td [ (gazic) 388.99200 (\270) -55.98500 (i) -250.01300 (Uni) 24.99570 (v) 14.98510 (ersity) ] TJ -5.18320 -13.94800 Td [ (Istanb) 20.00880 (ul\054) -250.01400 (T) 44.98810 (urk) 9.99418 (e) 14.98920 (y) ] TJ /R24 8.96640 Tf -25.58400 -13.94800 Td (cihan\056camgoz\100boun\056edu\056tr) Tj /R22 11.95520 Tf 229.85900 55.79100 Td [ (V) 59.99160 (itomir) ] TJ 41.46600 2.77383 Td <10> Tj -1.33281 -2.77383 Td (Struc) Tj -86.87700 -13.94800 Td [ (F) 15.01580 (aculty) -250.01000 (of) -250.01400 (Electrical) -250.00600 (Engineering) ] TJ 23.55080 -13.94690 Td [ (Uni) 24.99570 (v) 14.98510 (ersity) -249.98900 (of) -250.01400 (Ljubljana) ] TJ 9.23516 -13.94800 Td [ (Ljubljana\054) -250.00600 (Slo) 15.01370 (v) 14.98510 (enia) ] TJ /R24 8.96640 Tf -23.29490 -13.94800 Td (vitomir\056struc\100fe\056uni\055lj\056si) Tj /R22 11.95520 Tf -173.16400 -19.92500 Td [ (Berk) -249.99800 (Gokberk) ] TJ -50.30700 -13.94800 Td [ (Computer) -250.01400 (Engineering) -249.99700 (Department) ] TJ 45.55510 -13.94690 Td [ (MEF) -250.00500 (Uni) 24.99460 (v) 14.98620 (ersity) ] TJ -0.19102 -13.94800 Td [ (Istanb) 20.00880 (ul\054) -250.01400 (T) 44.98710 (urk) 9.99418 (e) 14.98920 (y) ] TJ /R24 8.96640 Tf -22.89490 -13.94800 Td (berk\056gokberk\100mef\056edu\056tr) Tj /R22 11.95520 Tf 182.50400 55.79100 Td [ (Lale) -250.00200 (Akarun\054) -250 (Ahmet) -250 (Alp) -249.98900 <4b116e6411726f> ] TJ 160.70700 0.06016 Td <0b> Tj -0.99922 -0.06016 Td (glu) Tj -156.55100 -13.94800 Td [ (Computer) -250.01400 (Engineering) -249.99700 (Department) ] TJ 36.59380 -13.94690 Td (Bo) Tj 14.95000 0.05898 Td <0b> Tj -0.99766 -0.05898 Td [ (gazic) 388.99100 (\270) -55.98500 (i) -250.01400 (Uni) 24.99570 (v) 14.98510 (ersity) ] TJ -5.18320 -13.94800 Td [ (Istanb) 20.00880 (ul\054) -250.01400 (T) 44.98810 (urk) 9.99418 (e) 14.98920 (y) ] TJ /R24 8.96640 Tf -52.48280 -13.94800 Td [ (akarun\054) -599.99400 (alp\056kindiroglu\100boun\056edu\056tr) ] TJ /R20 11.95520 Tf -160.66500 -41.04610 Td (Abstract) Tj /R26 9.96260 Tf -83.92770 -25.12500 Td [ (Supervised) -280.98500 (Descent) -281.00300 (Method) -280.99200 (\050SDM\051) -281.00800 (has) -280.99500 (pr) 44.98510 (o) 10.00320 (ven) -281.01400 (success\055) ] TJ -11.95510 -11.95470 Td [ (ful) -205.00500 (in) -203.99300 (many) -205.01600 (computer) -203.98300 (vision) -204.99900 (applications) -203.98300 (suc) 14.98520 (h) -204.98000 (as) -203.99300 (face) -204.98300 (align\055) ] TJ 11.95510 TL T* [ (ment\054) -552.99200 (tr) 14.99140 (ac) 19.99730 (king) -491.98400 (and) -491.98200 (camer) 14.98280 (a) -493.01100 (calibr) 15.00360 (ation\056) -1035.99000 (Recent) -493.01300 (studies) ] TJ T* [ (whic) 14.99870 (h) -271.98900 (used) -273.00200 (SDM\054) -271.98200 (ac) 15.01830 (hie) 14.98520 (ved) -271.99700 (state) -272.99200 (of) -271.98200 (the\055art) -272.01100 (performance) -272.98400 (on) ] TJ T* [ (facial) -369.99000 (landmark) -369.98500 (localization) -369.99300 (in) -370.00400 (depth) -369.99800 (ima) 10.01300 (g) 10.00320 (es) -370.01400 (\1334\135\056) -671.00600 (In) -370.01400 (this) ] TJ 11.95590 TL T* [ (study) 54.99020 (\054) -384.01200 (we) -358.00900 (pr) 44.98390 (opose) -356.98200 (to) -358.00600 (use) -356.99200 (ridg) 9.98240 (e) -357.00400 (r) 37.01960 (e) 39.98840 (gr) 36.98520 (ession) -357.99400 (instead) -357.00700 (of) -358.00600 (least) ] TJ 11.95510 TL T* [ (squar) 37.00120 (es) -194.98500 (r) 37.01960 (e) 39.98900 (gr) 36.98520 (ession) -193.98200 (for) -195.00800 (learning) -194.99100 (the) -195.01900 (SDM\054) -193.99500 (and) -195.01200 (to) -195.01400 (c) 15.01220 (hang) 10.01790 (e) -194.99200 (fea\055) ] TJ T* [ (tur) 36.99260 (e) -234.98500 (sizes) -234.99900 (in) -235.00700 (eac) 15.01340 (h) -235.01500 (iter) 14.99380 (ation\054) -238.00700 (ef) 18 (fectively) -235.99200 (t) 0.98758 (urning) -236.00500 (the) -235.01200 (landmark) ] TJ T* [ (sear) 36.98710 (c) 15.01280 (h) -253.01200 (into) -254.01200 (a) -253.01200 (coar) 10.01060 (se) -253.01500 (to) -253.98500 <026e65> -253.01000 (pr) 44.98390 (ocess\056) -320.01400 (W) 91.98590 (e) -252.98200 (apply) -253 (the) -253.98900 (pr) 44.98510 (oposed) ] TJ T* [ (method) -379.99400 (to) -378.98300 (facial) -379.98800 (landmark) -379.98300 (localization) -379.01000 (on) -380.00500 (the) -380.00800 (Bosphorus) ] TJ T* [ (3D) -279.00400 (F) 75.01080 (ace) -277.99600 (Database\073) -292.98200 (using) -278.98400 (fr) 44.98640 (ontal) -278.00300 (depth) -278.99500 (ima) 10.01300 (g) 10.00320 (es) -277.99000 (with) -279.02000 (no) -279.00200 (oc\055) ] TJ 11.95590 TL T* [ (clusion\056) -686.00900 (Experimental) -374.99900 (r) 37.01960 (esults) -375.00800 <636f6e02726d> -375.99600 (that) -375.01100 (both) -375.01300 (ridg) 9.98118 (e) -375.98100 (r) 37.01830 (e\055) ] TJ 11.95510 TL T* [ (gr) 36.98520 (ession) -224.01600 (and) -223.00600 (using) -224.01300 (adaptive) -222.99600 (featur) 37 (e) -224.00700 (sizes) -223.98000 (impr) 44.99490 (o) 10.00320 (ve) -222.99200 (the) -223.99400 (local\055) ] TJ T* [ (ization) -249.99400 (accur) 14.98520 (acy) -250.00100 (consider) 15.00360 (ably) 54.98350 (\056) ] TJ /R20 11.95520 Tf 39.50900 TL T* [ (1\056) -249.99000 (Intr) 18.01460 (oduction) ] TJ /R22 9.96260 Tf 11.95510 -20.14300 Td [ (Landmark) -391.99300 (localization) -393 (is) -392 (a) -392.99800 (crucial) -392.00900 (initial) -392.99600 (step) -391.99800 (for) -392.99600 (f) 9.99588 (ace) ] TJ -11.95510 -11.95510 Td [ (processing) -317.01800 (applications\056) -511.98800 (Such) -316.98600 (applications) -317.00300 (include) -316.98600 (b) 20.00160 (ut) -318.01300 (are) ] TJ 11.95590 TL T* [ (not) -475.00200 (limited) -475.01600 (to) -475.00700 (biometrics) -474.98100 (\1331\135\054) -531.00800 (f) 9.99466 (acial) -475.01800 (e) 15.01220 (xpression) -474.98700 (recogni\055) ] TJ 11.95510 TL T* [ (tion) -427.98300 (\13315\135\054) -471.99400 (age) -428.01100 (estimation) -427.99800 (\1338\135) -428.00800 (and) -428 (sign) -427.98500 (language) -427.99200 (recogni\055) ] TJ T* [ (tion) -216.99800 (\1333\135\056) -299.00800 (In) -216.00100 (biometrics) -216.98500 (applications\054) -223.01700 (the) -217.01500 (localized) -217.00800 (landmarks) ] TJ T* [ (are) -329.99600 (used) -330.01200 (to) -330.01100 (align) -330.00400 (f) 9.99466 (aces) -329.99100 (before) -329.98900 (matching) -329.99100 (or) -331.00100 (to) -330.01100 (e) 15.01220 (xtract) -330.01600 (local) ] TJ T* [ (features\056) -624.01200 (On) -354.99200 (the) -354.01200 (other) -354.99000 (hand\054) -380.98200 (in) -354.00700 (f) 9.99466 (acial) -354.99800 (e) 15.01220 (xpression) -355.00700 (analysis) ] TJ T* [ (and) -374.01000 (sign) -373.01300 (language) -374.00100 (recognition\054) -404.01300 (the) -374.00900 (landmarks) -373.00600 (are) -373.98900 (track) 9.99833 (ed) ] TJ 11.95590 TL T* [ (through) -321.01600 (time) -320.00300 (to) -320.99300 (e) 15.01220 (xtract) -320.99800 (features) -321.00600 (in) -320.01300 (the) -320.99800 (spatio\055temporal) -320.99800 (do\055) ] TJ 11.95510 TL T* [ (main\056) -377.99300 (F) 14.99200 (or) -271.99200 (all) -273.00300 (these) -271.98400 (dif) 24.98480 (ferent) -273.01600 (applications) -273.01100 (a) -271.99900 (better) -273.00600 (landmark) ] TJ T* [ (localization) -385 (results) -385.99000 (in) -384.98200 (a) -385 (better) -386.00700 (performance) -384.99500 (of) -384.99200 (the) -386.00700 (o) 14.98280 (v) 14.98280 (erall) ] TJ T* [ (system\056) -507.99800 (Most) -317.01600 (of) -315.98500 (the) -316.01800 (systems) -315.98800 (use) -316.01800 (2D) -316.01800 (images) -316.00400 (since) -316.99600 (2D) -316.01800 (im\055) ] TJ T* [ (ages) -221.01900 (are) -220.01400 (easy) -221.01900 (to) -221.01000 (acquire) -220.98200 (using) -220.01400 (commonly) -221.01500 (a) 19.99180 (v) 24.98110 (ailable) -221.00700 (2D) -221.01500 (cam\055) ] TJ 258.75000 383.65600 Td [ (eras\056) -422.99100 (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -297.00700 (2D) -287.98400 (f) 9.99588 (ace) -288.00300 (images) -288.01100 (are) -286.98200 (vulnerable) -288.01100 (to) -288.02100 (illumina\055) ] TJ T* [ (tion) -189.98300 (and) -190.98300 (pose) -189.99500 (changes\056) -290.02000 (The) -190.98300 (a) 19.99180 (v) 24.98110 (ailability) -190.00300 (of) -190.00800 (ine) 14.98770 (xpensi) 25 (v) 14.98280 (e) -190.99300 (depth) ] TJ T* [ (cameras) -319.98800 (has) -320.99800 (led) -320.01800 (to) -320.01300 (the) -320.01800 (widespread) -320.99100 (use) -320.02000 (of) -319.98600 (3D) -320.01500 (f) 9.99343 (ace) -321.02000 (images\054) ] TJ 11.95590 TL T* [ (which) -294.01500 (o) 14.98280 (v) 14.98280 (ercome) -295.01000 (these) -293.98000 (dif) 24.98600 <0263756c746965732e> -442.98500 (Therefore\054) -305.01300 (the) -295 (de) 25.01540 (v) 14.98280 (elop\055) ] TJ 11.95510 TL T* [ (ment) -320.00500 (of) -319.98300 (a) -321.01000 (reliable) -320.01500 (3D) -320.01800 (f) 9.99588 (acial) -319.98600 (landmark) -320.98100 (local) 0.99003 (ization) -320.98100 (method) ] TJ T* [ (has) -249.99000 (become) -249.98800 (essential\056) ] TJ 11.95510 -12.50080 Td [ (F) 14.99260 (acial) -406.00800 (landmark) -407.00800 (localization) -406.01600 (methods) -406.01600 (generally) -407.01500 (utilize) ] TJ -11.95510 -11.95510 Td [ (heuristic) -266.99000 (approaches) -267.99000 (as) -267.99200 (well) -267 (as) -267.99500 (statistical) -267.00900 (methods\056) -362.99800 (Heuris\055) ] TJ T* [ (tics) -239.00200 (rely) -239.99400 (on) -239.00900 (unique) -240.01600 (properties) -239 (of) -240 (the) -239.00900 (f) 9.99343 (acial) -240 (landmarks) -238.99000 (on) -239.98900 (the) ] TJ T* [ (f) 9.99588 (ace\072) -283.01700 (F) 14.99260 (or) -196.98400 (e) 15.01220 (xample\054) -207.00200 (the) -197.01900 (nose) -195.99700 (tip) -197.00600 (resides) -195.99200 (on) -197.01600 (the) -195.99700 (symmetry) -196.98700 (axis) ] TJ T* [ (of) -269.99200 (the) -271.00600 (f) 9.99588 (ace) -270.00600 (and) -269.98900 (can) -269.99700 (be) -271.01400 (localized) -270.01900 (using) -270.00400 (the) -269.98400 (shape) -271.00400 (properties\056) ] TJ T* [ (Similarly) 64.98180 (\054) -317.00300 (the) -303 (corners) -303.98800 (of) -303.00600 (the) -303.97900 (e) 15.01220 (ye) -303.00800 (and) -303.00300 (mouth) -303.99300 (can) -303.01300 (easily) -304.01300 (and) ] TJ 11.95590 TL T* [ (successfully) -404.01800 (be) -404.01100 (localized) -403.99600 (by) -404.00100 (heuristics) -404.02100 (using) -405.00100 (shape) -404.00100 (prop\055) ] TJ 11.95510 TL T* [ (erties\056) -596.00800 (Such) -344.98200 (an) -345.98100 (e) 15.01220 (xample) -344.98200 (to) -344.99100 (these) -344.99100 (methods) -345.98600 (is) -344.98700 (\1331\135) -345.00100 (in) -346.01100 (which) ] TJ (Aly) ' 15.77580 0.05000 Td (\250) Tj -0.83203 -0.05000 Td [ (uz) -297.00900 (et) -297.00700 (al\056) -451.01800 (propose) -296.99000 (a) -297.01400 (heuristic) -296.98500 (method) -297.01900 (which) -296.99500 (uses) -296.99500 (curv) 25.01540 (a\055) ] TJ -14.94370 -11.95510 Td [ (ture) -307.98300 (information\054) -322.99800 (symmetry) -309.00700 (axis) -308.01200 (and) -309.00200 (shape) -308.01700 (inde) 14.99260 (x) -307.98300 (to) -308.99700 (locate) ] TJ T* [ (the) -249.99000 (nose) -249.98500 (tip\054) -250.01500 (nose) -249.98500 (and) -249.99300 (e) 15.01220 (ye) -249.99700 (corners) -249.99700 (in) -249.98800 (3D) -249.98800 (f) 9.99343 (aces\056) ] TJ 11.95510 -12.50120 Td [ (Statistical) -189.99500 (3D) -190 (landmark) -189.98300 (localization) -190.01200 (methods) -190.99300 (also) -189.99300 (e) 15.01220 (xploit) ] TJ -11.95510 -11.95510 Td [ (the) -366.99000 (features) -366.02000 (of) -366.99500 (f) 9.99588 (acial) -366.99500 (landmarks) -367.00700 (such) -366.00800 (as) -366.99800 (local) -366.98800 (te) 14.98280 (xture) -366.98800 (and) ] TJ T* [ (shape\056) -550.99600 (Unlik) 9.98608 (e) -329.98900 (heuristic\055based) -331.01300 (approaches) -330.01800 (which) -330.00900 (require) -331.00400 (a) ] TJ T* [ (unique) -246.01500 (rule) -245.99300 (for) -246 (each) -246.98600 (landmark\054) -246.01300 (feature) -246.98300 (stati) 1.00473 (stics) -246.99300 (are) -246.00800 (utilized) ] TJ 11.95630 TL T* [ (in) -320.01300 (a) -319.99100 (uniform) -319.99800 (approach) -319.98100 (for) -319.98600 (all) -320.01500 (landmarks\056) -520.00100 (Most) -319.99600 (recent) -319.99100 (sta\055) ] TJ 11.95510 TL T* [ (tistical) -268.98000 (methods) -269.01600 (also) -269 (use) -269.00700 (the) -269.98400 (shape) -269.00400 (information) -269.00900 (represented) ] TJ T* [ (by) -356.98900 (the) -356.01200 (f) 9.99588 (acial) -356.99700 (landmarks\056) -629.98100 (Creusot) -355.99000 (et) -356.99400 (al\056) -356.99400 (\1335\135) -355.98000 (propose) -356.98000 (a) -357.00400 (sta\055) ] TJ T* [ (tistical) -297.01400 (f) 9.99588 (acial) -297.00700 (landmark) -296.98700 (localization) -297.01400 (method) -297.01900 (utilizing) -297.00400 (shape) ] TJ T* [ (information) -321.98100 (in) -322.01200 (addition) -323.00700 (to) -322.01500 (the) -322.01500 (local) -322.01500 (features) -321.98500 (of) -323.00500 (landmarks\056) ] TJ T* [ (Se) 24.98600 (v) 14.98280 (eral) -214.98900 (candidates) -215.00600 (are) -214.01600 <6964656e7469026564> -214.97900 (on) -215.01300 (a) -214.98900 (local) -213.99400 (3D) -215.01300 (mesh) -215.00300 (and) -215.01800 (the) ] TJ 11.95590 TL T* [ (most) -371.98700 (probable) -372.00200 (candidate) -372.98400 (is) -372.00200 <6964656e7469026564> -372.01100 (through) -371.98700 (shape) -372.98700 (anal\055) ] TJ 11.95510 TL T* [ (ysis\056) -730.00800 (Another) -389.99600 (statistically) -389.99900 (moti) 25.00560 (v) 24.98110 (ated) -390.00800 (method) -391.00300 (using) -389.98400 (shape) ] TJ T* [ (information) -336.99800 (proposed) -337.99800 (by) -336.99300 (Sukno) -337.98800 (et) -336.99800 (al\056) -338.01700 (\13314\135) -336.99800 (localizes) -338.00700 (f) 9.99343 (acial) ] TJ T* [ (landmarks) -202.99600 (under) -203.01800 (occlusion) -202.99600 (and) -203.02000 (e) 15.01220 (xpression) -202.01500 (changes\056) -295 (In) -202.98600 (\13314\135\054) ] TJ T* [ (the) -279.98500 (shape) -279.98500 (conte) 14.98520 (xt) -280.01900 (of) -279.99000 (f) 9.99588 (acial) -279.99200 (landmarks) -280.00200 (is) -280.99700 (used) -279.98300 (together) -280.01200 (with) ] TJ T* [ (local) -257.98600 (feature) -258.00400 (analysis\056) -333.99300 (Dif) 24.98110 (ferent) -258.00100 (subsets) -258.98600 (of) -257.99600 (candidate) -257.98600 (points) ] TJ ET Q Q Q q q 1 1 1 rg /a0 gs 48.40600 786.42200 515.18800 -52.69900 re f q /s5 gs /x6 Do Q q /s7 gs /x8 Do Q q /s9 gs /x10 Do Q q /s11 gs /x12 Do Q Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.40000 TL ET 1 1 1 rg n 270 32 72 14 re f* 0.50000 0.50000 0.50000 rg BT /F2 9 Tf 10.80000 TL ET BT 1 0 0 1 299.25000 35 Tm (136) Tj T* ET Q endstream endobj 11 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 12 0 R >> >> /Length 28 /Group << /Type /Group /S /Transparency /CS /DeviceRGB /I true >> /BBox [ 78 746 96 765 ] /Type /XObject /Subtype /Form >> stream x+O4PH/VЯ0Pp 0 endstream endobj 12 0 obj << /Filter /FlateDecode /Resources 13 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
endstream
endobj
13 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
14 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x15 15 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 67 752 84 775 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ04Up
0
endstream
endobj
15 0 obj
<<
/Filter /FlateDecode
/Resources 16 0 R
/Length 228
/Type /XObject
/BBox [ 67 752 84 775 ]
/Subtype /Form
>>
stream
xeQKn!s ?FPav6R٪TS.
b];15YyR
{7QL.\:Rv/x9l+L7h%1!}i/AI(kz"U&,YO![R hg{3}4/GyYF:!w}Gn+'xJcO9i뽼_-:`
endstream
endobj
16 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
17 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x24 18 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 113 751 499 772 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ02Qp
0
endstream
endobj
18 0 obj
<<
/Filter /FlateDecode
/Resources 19 0 R
/Length 56142
/Type /XObject
/BBox [ 113 751 499 772 ]
/Subtype /Form
>>
stream
xtIH4)ޤv[D."M(T{"p>3}9~{u/09v;{y~t}j , _G} y{.~2Mߵ f]@1 0bZ_>{{cOpC9? 6_x&>>;WYoܐ;6%cՇ@t ˳}l]E~}~炘 !wr3dz`x.(9mA]xsG/xI1>9O1\|-E}Qϋ^~IIo!=#OؾCebOHs? ::N3MԾ:MJɩPu6#>$}qdoQOo϶˧a%}7I6N|_煓Bok̋MAwy-0g eƋEyat_$EkEZ$45H%0\7t:╨^61[Z
ˣɀ} 'ٹKoŝ?#ς'է#Da5#g==8ZM|Wo
D&AY/Lk*:빆W;AܬN#O!Ibvq|]f~ly
OlH5;/5Wx;;`EDCDjpH8Nq(#US_'TIh~`.exC;ggL(.t<\T%wܞr˫,Ӯ}yaO}$o]p"qT :01~/_+vrEc蠊{УK9\ z9٬(䇾SY pw?{β+mEs/:c|l{鵓?q+{_@Z`{G