%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 9 0 R 10 0 R 11 0 R ] /Type /Pages /Count 9 >> endobj 2 0 obj << /Title (ChaLearn Looking at People RGB\055D Isolated and Continuous Datasets for Gesture Recognition) /Producer (PyPDF2) /Author (Jun Wan\054 Yibing Zhao\054 Shuai Zhou\054 Isabelle Guyon\054 Sergio Escalera\054 Stan Z\056 Li) /Subject (2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 13 0 R /Resources << /XObject << /x8 14 0 R /x6 17 0 R /x12 20 0 R /x10 23 0 R >> /ExtGState << /s9 26 0 R /s11 29 0 R /a0 << /CA 1 /ca 1 >> /R32 32 0 R /s5 33 0 R /s7 36 0 R >> /Font << /F2 39 0 R /F1 40 0 R /R39 41 0 R /R37 45 0 R /R35 48 0 R /R33 52 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 55 0 R 56 0 R 57 0 R 58 0 R 59 0 R 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R 71 0 R 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 77 0 R /Resources << /XObject << /R55 78 0 R >> /ExtGState << /R32 32 0 R >> /Font << /F2 79 0 R /R56 80 0 R /R35 48 0 R /R33 52 0 R /F1 84 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 85 0 R 86 0 R 87 0 R 88 0 R 89 0 R 90 0 R 91 0 R 92 0 R 93 0 R ] >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 94 0 R /Resources << /XObject << /R80 95 0 R >> /ExtGState << /R32 32 0 R >> /Font << /R78 96 0 R /R56 80 0 R /F2 101 0 R /F1 102 0 R /R35 48 0 R /R33 52 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 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 115 0 R ] >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 116 0 R /Resources << /ExtGState << /R32 32 0 R >> /Font << /R78 96 0 R /R103 117 0 R /R101 120 0 R /R56 80 0 R /R95 123 0 R /F2 126 0 R /R99 127 0 R /F1 131 0 R /R35 48 0 R /R33 52 0 R /R97 132 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 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 ] >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 145 0 R /Resources << /ColorSpace << /R130 146 0 R /R128 147 0 R >> /ExtGState << /R32 32 0 R /R135 150 0 R >> /Font << /F2 151 0 R /R78 96 0 R /F1 152 0 R /R137 153 0 R /R33 52 0 R /R35 48 0 R /R132 159 0 R /R95 123 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 165 0 R 166 0 R 167 0 R 168 0 R 169 0 R 170 0 R 171 0 R 172 0 R 173 0 R 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R 181 0 R ] >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Contents 182 0 R /Resources << /XObject << /R150 183 0 R /R151 184 0 R >> /ExtGState << /R32 32 0 R >> /Font << /R154 185 0 R /R152 189 0 R /F2 192 0 R /F1 193 0 R /R35 48 0 R /R33 52 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R128 147 0 R >> >> /Group 194 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 195 0 R 196 0 R 197 0 R 198 0 R ] /Type /Page >> endobj 9 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 199 0 R /Resources << /XObject << /R178 200 0 R /R179 201 0 R >> /ExtGState << /R32 32 0 R >> /Font << /R154 185 0 R /R174 204 0 R /R78 96 0 R /R95 123 0 R /F2 207 0 R /F1 208 0 R /R39 41 0 R /R35 48 0 R /R33 52 0 R /R97 132 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R177 202 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ 209 0 R 210 0 R 211 0 R 212 0 R 213 0 R 214 0 R 215 0 R 216 0 R 217 0 R 218 0 R 219 0 R ] >> endobj 10 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 220 0 R /Resources << /ColorSpace << /R130 146 0 R >> /ExtGState << /R32 32 0 R >> /Font << /R191 221 0 R /R195 228 0 R /R188 235 0 R /F2 242 0 R /F1 243 0 R /R35 48 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 11 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 244 0 R /Resources << /ExtGState << /R32 32 0 R >> /Font << /F2 245 0 R /F1 246 0 R /R35 48 0 R /R39 41 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 247 0 R 248 0 R 249 0 R 250 0 R 251 0 R 252 0 R 253 0 R 254 0 R 255 0 R 256 0 R 257 0 R 258 0 R 259 0 R 260 0 R 261 0 R 262 0 R 263 0 R 264 0 R 265 0 R 266 0 R 267 0 R 268 0 R 269 0 R 270 0 R ] >> endobj 12 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 13 0 obj << /Length 17676 >> stream q q q 0.10000 0 0 0.10000 0 0 cm /R32 gs 0 g q 10 0 0 10 0 0 cm BT /R33 14.34620 Tf 1 0 0 1 69.09300 675.06700 Tm [ (ChaLear) 14.99780 (n) -249.99000 (Looking) -250.00200 (at) -250.01200 (P) 20.00610 (eople) -249.99000 (RGB\055D) -250.01000 (Isolated) -250.00200 (and) -249.99100 (Continuous) -250.00800 (Datasets) -249.98800 (f) 24.99230 (or) ] TJ 165.89100 -17.93320 Td [ (Gestur) 18.00140 (e) -250 (Recognition) ] TJ /R35 11.95520 Tf 6.32500 -37.85780 Td [ (Jun) -249.99700 (W) 80 (an) -250.00800 (and) -249.98700 (Stan) -250.01400 (Z\056) -250.01600 (Li) ] TJ -49.36210 -13.94730 Td [ (National) -250 (Laboratory) -250.01000 (of) -250.01400 (P) 15.01580 (attern) -250.01200 (Recognition\054) ] TJ -43.25900 -13.94800 Td [ (Institute) -250.01500 (of) -250.01500 (Automation\054) -250.00600 (Chinese) -250.01200 (Academy) -250.00400 (of) -250.01400 (Sciences\054) -250.01000 (China) ] TJ /R37 8.96640 Tf 52.08710 -13.94770 Td [ (jun\056wan\100ia\056ac\056cn\054) -600 (szli\100nlpr\056ia\056ac\056cn) ] TJ /R35 11.95520 Tf 27.43200 -19.92500 Td [ (Y) 54.99250 (ibing) -250.00600 (Zhao) -249.99100 (and) -249.98700 (Shuai) -249.99300 (Zhou) ] TJ -58.53200 -13.94800 Td [ (Macau) -249.98700 (Uni) 24.99570 (v) 14.98510 (ersity) -249.98900 (of) -250.01400 (Science) -250.00600 (and) -249.98700 (T) 70.01640 (echnology) 65.01320 (\054) -250.01200 (Macau) ] TJ /R37 8.96640 Tf 12.27110 -13.94730 Td [ (xlyxl2008\100163\056com\054) -599.98300 (shuaizhou\056palm\100gmail\056com) ] TJ /R35 11.95520 Tf -20.57300 -19.92580 Td [ (Isabelle) -250.00500 (Guyon) ] TJ -67.74300 -13.94730 Td [ (UPSud) -250.00700 (and) -249.98700 (INRIA\054) -250.01300 (Uni) 24.99570 (v) 14.98510 (ersit) ] TJ 140.98000 0.05898 Td (\264) Tj -0.66406 -0.05898 Td [ (e) -249.99700 (P) 15.01580 (aris\055Saclay) ] TJ -69.91330 -13.94770 Td [ (and) -249.98700 (ChaLearn) ] TJ /R37 8.96640 Tf -14.72270 -13.94800 Td (guyon\100chalearn\056org) Tj /R35 11.95520 Tf 230.30700 41.84300 Td [ (Ser) 18 (gio) -250.00200 (Escalera) ] TJ -19.95900 -13.94730 Td [ (Uni) 24.99570 (v) 14.98510 (ersity) -249.98900 (of) -250.01400 (Barcelona) ] TJ -27.53910 -13.94770 Td [ (Computer) -250.01400 (V) 59.99160 (ision) -250.01000 (Center) 39.98490 (\054) -250.01000 (ChaLearn) ] TJ /R37 8.96640 Tf 39.00900 -13.94800 Td (sergio\100maia\056ub\056es) Tj /R33 11.95520 Tf -225.13300 -41.04610 Td (Abstract) Tj /R39 9.96260 Tf -83.92770 -24.72620 Td [ (In) -392.99100 (this) -393.00700 (paper) 111.01800 (\054) -430.00400 (we) -392.98500 (pr) 36.98520 (esent) -392.98300 (two) -393.00700 (lar) 36.99260 (g) 10.00320 (e) -392.99800 (video) -394.00500 (multi\055modal) ] TJ -11.95510 -11.95470 Td [ (datasets) -499.99700 (for) -500.01600 (RGB) -499.98400 (and) -500.02000 (RGB\055D) -499.98500 (g) 10.00320 (estur) 36.99380 (e) -500 (r) 37.01830 (eco) 9.99588 (gnition\072) -809.98200 (the) ] TJ 11.95510 TL T* [ (ChaLearn) -348.01000 (LAP) -347.99800 (RGB\055D) -346.99100 (Isolated) -347.99200 (Gestur) 36.99630 (e) -347.98600 (Dataset) -347.99100 (\050IsoGD\051) ] TJ 11.95630 TL T* [ (and) -703.98500 (the) -703.99200 (Continuous) -704.01500 (Gestur) 36.99750 (e) -704.00500 (Dataset) -704.01000 (\050ConGD\051\056) -704.01500 (Both) ] TJ 11.95470 TL T* [ (datasets) -396.99400 (ar) 36.98520 (e) -396.99700 (derived) -396.98300 (fr) 44.98640 (om) -396.98500 (the) -396.98500 (ChaLearn) -396.98300 (Gestur) 36.99630 (e) -396.99700 (Dataset) ] TJ T* [ (\050CGD\051) -263.98300 (that) -264.99000 (has) -264.01800 (a) -265.01000 (total) -264.00300 (of) -265.00200 (mor) 36.98770 (e) -264 (than) -264.01200 (50000) -264.99000 (g) 10.00320 (estur) 36.99380 (es) -263.99300 (for) -264.99700 (the) ] TJ T* [ (\223one\055shot\055learning\224) -259.00700 (competition\056) -336.01600 (T) 92 (o) -257.99100 (incr) 36.98890 (ease) -259.01300 (the) -259.00800 (potential) ] TJ T* [ (of) -336.01000 (the) -336.99500 (old) -336.00500 (dataset\054) -357.98600 (we) -336.99400 (designed) -335.99800 (ne) 15.01830 (w) -336.98900 (well) -336 (cur) 14.98520 (ated) -336.99000 (datasets) ] TJ 11.95590 TL T* [ (composed) -306.98700 (of) -306.01500 (249) -306.99300 (g) 10.00320 (estur) 36.99380 (e) -305.99300 (labels\054) -321.01600 (and) -306.99300 (including) -305.98600 (47933) -306.98300 (g) 10.00320 (es\055) ] TJ 11.95510 TL T* [ (tur) 36.99260 (es) -454 (manually) -454.00900 (labeled) -453.98200 (the) -453.99500 (be) 39.99460 (gin) -453.98600 (and) -453.98800 (end) -453.99800 (fr) 14.99010 (ames) -453.99300 (in) -453.99000 (se\055) ] TJ T* [ (quences\056) -598.00700 (Using) -345.99500 (these) -346.01100 (datasets) -345.98400 (we) -346.01200 (will) -347.00600 (open) -346.01100 (two) -345.99600 (competi\055) ] TJ T* [ (tions) -274.98200 (on) -275.98300 (the) -275.00500 (CodaLab) -276.01900 (platform) -275.00700 (so) -275.00200 (that) -276.00800 (r) 37.01830 (esear) 36.98160 (c) 15.01220 (her) 10.00570 (s) -275.00800 (can) -275.98800 (test) ] TJ T* [ (and) -249.00200 (compar) 36.99380 (e) -248.98200 (their) -248.99600 (methods) -248.99000 (for) -250.01800 (\223user) -248.99000 (independent\224) -249.01000 (g) 10.00320 (estur) 36.99380 (e) ] TJ T* [ (r) 37.01960 (eco) 9.99466 (gnition\056) -293.98500 (The) -201.01100 <0272> 10.00940 (st) -201.99200 (c) 15.01220 (halleng) 9.98975 (e) -200.99100 (is) -201.99200 (designed) -201.98100 (for) -201.00800 (g) 10.00320 (estur) 36.99380 (e) -202.01000 (spot\055) ] TJ 11.95590 TL T* [ (ting) -401.00700 (and) -401.99600 (r) 38 (eco) 9.99466 (gnition) -402.00900 (in) -401.01900 (continuous) -400.98500 (sequences) -400.98200 (of) -402 (g) 10.00320 (estur) 36.99380 (es) ] TJ 11.95510 TL T* [ (while) -317.01700 (the) -318.01700 (second) -316.99400 (one) -317.98000 (is) -316.99200 (designed) -318 (for) -316.98800 (g) 10.00320 (estur) 36.99380 (e) -317.99100 <636c6173736902636174696f6e> ] TJ T* [ (fr) 44.98640 (om) -376.98800 (se) 39.99520 (gmented) -377.01900 (data\056) -690.01700 (The) -376.98100 (baseline) -377.00800 (method) -377.01600 (based) -377.01800 (on) -376.98600 (the) ] TJ T* [ (ba) 10.00810 (g) -249.99300 (of) -249.98500 (visual) -250.01000 (wor) 36.99870 (ds) -249.98600 (model) -249.98200 (is) -249.98400 (also) -250.01300 (pr) 36.98520 (esented\056) ] TJ /R33 11.95520 Tf 38.31290 TL T* [ (1\056) -249.99000 (Intr) 18.01460 (oduction) ] TJ /R35 9.96260 Tf 11.95510 -19.74490 Td [ (The) -402.98700 (analysis) -403.98300 (of) -402.99000 (lar) 17.99700 (ge) -404.01000 (amounts) -402.99500 (of) -404.01000 (data) -402.98900 (is) -403.99900 (part) -402.98700 (of) -404.00900 (most) ] TJ -11.95510 -11.95590 Td [ (computer) -248.99500 (vision) -248.98200 (problems\054) -248.98200 (such) -249.00500 (as) -249.99600 (image) -249.00300 <636c6173736902636174696f6e> -249.00700 (and) ] TJ 11.95510 TL T* [ (location) -474.99100 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 90.26130 116.86500 Tm (11) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 100.22400 116.86500 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 107.44700 116.86500 Tm (16) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 117.40900 116.86500 Tm [ (\135\054) -531.01100 (semantic) -474.99400 (se) 15.01830 (gmentation) -475.01400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 229.68800 116.86500 Tm (15) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 239.65000 116.86500 Tm [ (\135\054) -531.99000 (and) -475.01400 (f) 9.99588 (ace) ] TJ -189.53800 -11.95510 Td [ (recognition) -400.99600 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 102.80400 104.91000 Tm (21) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 112.76700 104.91000 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 119.26300 104.91000 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 129.22500 104.91000 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 135.71100 104.91000 Tm (22) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 145.67300 104.91000 Tm [ (\135\056) -763.99100 (As) -400.98300 (a) -400.99700 (recent) -400.99700 (e) 15.01220 (xample\054) -439.00300 (the) -402.00400 (Ima\055) ] TJ -95.56090 -11.95510 Td [ (geNet) -299.00300 (Lar) 17.99330 (ge) -299.98900 (Scale) -299 (V) 59.99240 (isual) -298.98800 (Recognition) -298.99700 (Challenge) -299.99900 (\050ILSVR\055) ] TJ 11.95510 TL T* [ (C\051) -191.01700 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 65.29530 81 Tm (18) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 75.25780 81 Tm [ (\135) -190.99100 (is) -189.99400 (held) -191.01500 (e) 25.01050 (v) 14.98280 (ery) -190.99000 (year) -190.99500 (since) -191.01700 (2010\056) -290.00800 (The) -190.98300 (ILSVRC) -190.98300 (contains) ] TJ 233.60400 345.79800 Td [ (man) 14.99010 (y) -217.99800 (challenge) -217.99100 (tasks\054) -225 (including) -217.99800 (image) -217.98800 <636c6173736902636174696f6e> -217.99300 (\0502010\055) ] TJ 11.95470 TL T* [ (2014\051\054) -457.00200 (single\055object) -416.00900 (localization) -416.01400 (\0502011\0552014\051\054) -456.98700 (and) -416.00400 (object) ] TJ T* [ (detection) -383.99000 (\0502013\0552014\051\056) -712.98600 (The) -384.99000 (dataset) -384 (contains) -383.99000 (1000) -385.01400 (objec\055) ] TJ 11.95630 TL T* [ (t) -263.00800 (classes) -261.98300 (and) -263.01000 (approximately) -261.99100 (1\0562) -263 (million) -261.98600 (training) -262.98600 (images\054) -266.01000 (50) ] TJ 11.95470 TL T* [ (thousand) -323.99000 (v) 24.98110 (alidation) -323.99000 (images) -324.00500 (and) -324.01900 (100) -324.01000 (thousand) -323.99000 (test) -324.01000 (images\056) ] TJ T* [ (ILSVRC) -202 (greatly) -201.99300 (promotes) -202.01000 (the) -201.99600 (the) -201.99600 (de) 25.01540 (v) 14.98280 (elopment) -202.01000 (of) -202.00600 (ne) 25.01540 (w) -202 (tech\055) ] TJ T* [ (niques\054) -325.99700 (particularly) -310.98200 (those) -310.98700 (based) -310.99700 (on) -310.99700 (deep) -311.00700 (learning) -310.98700 (architec\055) ] TJ T* [ (tures\054) -249.98500 (for) -250 (image) -249.98300 <636c6173736902636174696f6e> -249.98800 (and) -249.99300 (object) -249.98300 (localization\056) ] TJ 11.95510 -17.48200 Td [ (The) -215.99800 <02656c64> -217 (of) -216 (Looking) -216.98600 (at) -215.99800 (People) -216.01800 (recently) -217.01300 (has) -215.99800 (recei) 25.00560 (v) 14.98280 (ed) -216.98300 (spe\055) ] TJ -11.95510 -11.95470 Td [ (cial) -315.98200 (attention\054) -333.00600 (and) -315.98200 (se) 25.01790 (v) 14.98280 (eral) -315.99100 (datasets) -316.00600 (ha) 19.99670 (v) 14.98280 (e) -315.99100 (been) -315.98600 (also) -316.01100 (present\055) ] TJ T* [ (ed) -396.99300 (in) -398 (order) -396.99300 (to) -397.02000 (deal) -398.01000 (with) -397.01000 (dif) 24.98600 (ferent) -396.99700 (computer) -397.00700 (vision) -398.01700 (image) ] TJ 11.95590 TL T* [ (analysis) -424.02000 (tasks\054) -468.01700 (such) -423.99500 (as) -424.00500 (human) -423.98300 (pose) -423.99800 (reco) 15.01220 (v) 14.98280 (ery) 65.00390 (\054) -467.99500 (action) -423.99300 (and) ] TJ 11.95510 TL T* [ (gesture) -427.01500 (recognition\054) -470.98300 (and) -426.98300 (f) 9.99343 (ace) -427.00200 (analysis\054) -472.00900 (just) -427.00200 (to) -427.01700 (mention) -426.98800 (a) ] TJ T* [ (fe) 25.00810 (w) -241.99600 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 329.27500 265.85400 Tm (7) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 334.25700 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 339.14800 265.85400 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 344.13000 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 349.03100 265.85400 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 354.01300 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 358.91400 265.85400 Tm (5) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 363.89500 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 368.79700 265.85400 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 373.77800 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 378.67000 265.85400 Tm (4) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 383.65100 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 388.55300 265.85400 Tm (19) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 398.51500 265.85400 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 403.41700 265.85400 Tm (8) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 408.39800 265.85400 Tm [ (\135\056) -307.00800 (Ho) 24.98600 (we) 25.01540 (v) 14.98280 (er) 39.98350 (\054) -243.99400 (for) -240.97900 (the) -241.98900 (RGB\055D) -242.00900 (video\055) ] TJ -99.53590 -11.95510 Td [ (based) -332.01600 (gesture) -332.01100 (recognition) -331.98900 (problem\054) -353.01000 (there) -331.98400 (are) -331.99400 (v) 14.98280 (ery) -333.00800 (fe) 25.00560 (w) -331.97900 (an\055) ] TJ 11.95510 TL T* [ (notated) -356 (datasets) -356 (including) -354.99500 (a) -355.98500 (lar) 17.99700 (ge) -356.01900 (number) -356 (of) -356.01900 (samples) -355.99000 (and) ] TJ 11.95590 TL T* [ (gesture) -330.99100 (cate) 15.01220 (gories\056) -550.98900 (T) 79.99160 (able) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 414.33600 229.98800 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 422.60500 229.98800 Tm [ (sho) 24.99090 (ws) -330.99400 (the) -330.99400 (public) -329.99900 (RGB\055D) -331.01300 (ges\055) ] TJ -113.74300 -11.95510 Td [ (ture) -348.01500 (datasets) -348.98100 (released) -347.98400 (from) -348.01100 (2011) -348 (to) -348.99100 (2015) -348 (in) -348.01100 (the) -348.99100 (literature\056) ] TJ 11.95470 TL T* [ (W) 79.98660 (e) -357.98400 (can) -357.00200 (see) -357.98200 (that) -358.00400 (although) -357.00400 (the) -358.00900 (CGD) -358 (dataset) -356.98500 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 490.94800 206.07900 Tm (10) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 500.91100 206.07900 Tm [ (\135) -357.98400 (has) -358.01400 (more) ] TJ -192.04900 -11.95510 Td [ (than) -279 (50) -279.98300 (thousands) -279.01200 (gestures\054) -286.99100 (there) -279.01200 (is) -280.01700 (only) -278.98800 (one) -279.00700 (training) -280.00200 (sam\055) ] TJ 11.95510 TL T* [ (ple) -199.01800 (per) -198.98900 (class) -199.01600 (in) -199.01300 (e) 25.01050 (v) 14.98280 (ery) -198.00900 (batch) -199.01600 (where) -198.99100 (only) -199.00100 (8) -198.98200 (to) -199.01600 (12) -199.01600 (cate) 15.01220 (gories) -199.01100 (are) ] TJ T* [ (present\056) -372.00200 (The) -271.00900 (ChaLearn) -271.00400 (Multi\055modal) -270.01400 (Gesture) -271.00400 (Dataset) -271.00400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 526.64500 170.21300 Tm (6) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 531.62600 170.21300 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 536.81700 170.21300 Tm (3) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 541.79800 170.21300 Tm (\135) Tj -232.93600 -11.95590 Td [ (has) -259.00800 (more) -257.98600 (than) -259.00300 (13) -259.00600 (thousands) -257.99600 (gestures) -258.99600 (and) -257.99100 (387) -259 (training) -258.98600 (sam\055) ] TJ 11.95510 TL T* [ (ples) -267 (per) -267.01700 (class\054) -271.98200 (b) 20.00160 (ut) -267.00200 (it) -267 (only) -266.99200 (has) -267.00900 (20) -267.98500 (classes\056) -360.98400 (Besides\054) -272.00400 (the) -267.00400 (other) ] TJ T* [ (listed) -250.00700 (datasets) -250.01700 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 370.29200 134.34700 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 380.25400 134.34700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 385.23600 134.34700 Tm (14) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 395.19800 134.34700 Tm [ (\135) -250 (only) -250.01200 (include) -250.01700 (10) -249.98800 (gesture) -249.98800 (classes\056) ] TJ -74.38090 -17.48200 Td [ (In) -222 (order) -220.98300 (to) -221.99000 (pro) 14.98520 (vide) -221.99000 (to) -221.01000 (the) -221.99200 (community) -221.98700 (with) -220.99700 (a) -222.00700 (lar) 17.99700 (ge) -222.00200 (dataset) ] TJ -11.95510 -11.95510 Td [ (for) -388.99600 (RGB\055Depth) -388.99100 (gesture) -388.98200 (recognition\054) -422.98800 (here) -388.99900 (we) -388.99400 (tak) 10.00810 (e) -388.99900 <62656e650274> ] TJ 11.95470 TL T* [ (of) -356.01700 (the) -356.01200 (pre) 25.01300 (vious) -355.00900 (CGD) -356 (dataset) -356.00400 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 433.13600 92.95550 Tm (10) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R35 9.96260 Tf 1 0 0 1 443.09800 92.95550 Tm [ (\135) -355.00400 (by) -356.00900 (inte) 14.99260 (grating) -356 (all) -356.00900 (batch) ] TJ -134.23600 -11.95510 Td [ (classes) -332.01100 (and) -332.99800 (samples) -333.01600 (to) -332.01100 (design) -333.01800 (tw) 10.00810 (o) -332.01800 (ne) 25.01540 (w) -332.99800 (lar) 17.99700 (ge) -331.98400 (RGB\055D) -333.01300 (ges\055) ] TJ -13.74100 -29.88830 Td (1) 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 47 72 14 re f* 0.50000 0.50000 0.50000 rg BT /F2 9 Tf 10.80000 TL ET BT 1 0 0 1 301.50000 50 Tm (56) Tj T* ET Q endstream endobj 14 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 15 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 15 0 obj << /Filter /FlateDecode /Resources 16 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
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 <<
/x15 18 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
18 0 obj
<<
/Filter /FlateDecode
/Resources 19 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
19 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
20 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x24 21 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 112 751 500 772 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ02Qp
0
endstream
endobj
21 0 obj
<<
/Filter /FlateDecode
/Resources 22 0 R
/Length 56490
/Type /XObject
/BBox [ 112 751 500 772 ]
/Subtype /Form
>>
stream
xtIJ5*|^~x?P9)<<ҥ+kh4}/?>]漿վ]Z Ǭ57W'b~?Kwk6:>rAニxeG1k-/LfߗA̺(egk5>
=KO1{Vux}Ol|_s؟|*>5=k|*a5x}On :97~1s7rX {|>IQQo6|'\#x_ڽC}M7(췀(N
سW#^Ň}|zblnB'\o=r;$s:z-
V3+έ昵 WD/nl ;q"3Pg휅\3C`k7760c9-Cȸ