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(no) 14.98770 (v) 14.98280 (el) -362.99600 (vie) 24.98360 (ws\056) -648 (Most) -363.00800 (of) -362.99800 (these) -362.98800 (methods) -363.00300 (operate) ] TJ T* [ (on) -249.98800 (RGB) -248.98800 (videos) -250.01200 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 376.10000 520.44700 Tm (17) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 386.06200 520.44700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 389.83800 520.44700 Tm (20) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 399.80000 520.44700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 403.57600 520.44700 Tm (41) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 413.53900 520.44700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 417.31400 520.44700 Tm (42) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 427.27700 520.44700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 431.05300 520.44700 Tm (60) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 441.01500 520.44700 Tm [ (\135) -250.00200 (or) -249.01700 (sk) 10.00810 (eleton) -249.98300 (data) -249.01200 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 515.59500 520.44700 Tm (54) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 525.55800 520.44700 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 529.34400 520.44700 Tm (59) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 539.30600 520.44700 Tm (\135\056) Tj -230.44400 -11.95510 Td [ (Joints) -232.98300 (e) 15.01220 (xtraction) -232.99500 (methods) -232.98600 (are) -232.99100 (inaccurate) -234 (and) -233.01500 (sometimes) -233.01000 (f) 9.99343 (ail) ] TJ 11.95630 TL T* [ (when) -445.99700 (subject) -447.00100 (is) -445.99200 (not) -445.98700 (in) -445.99200 (the) -447.01400 (upright) -446.01400 (or) -446.00400 (frontal) -445.98900 (vie) 24.98600 (w) -446.97900 (posi\055) ] TJ 11.95470 TL T* [ (tion) -292.98500 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 330.60000 484.58100 Tm (39) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 340.56300 484.58100 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 344.63800 484.58100 Tm (64) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 354.60000 484.58100 Tm [ (\135\056) -438.00500 (Moreo) 14.99260 (v) 14.98280 (er) 39.98600 (\054) -303.98600 (vie) 24.98600 (w\055in) 40.00310 (v) 24.98110 (ariant) -293 (information) -293.00500 (can) -293.01500 (be) ] TJ -45.73790 -11.95510 Td [ (more) -421.99800 (reliably) -421.00800 (e) 15.01220 (xtracted) -422 (from) -421.01800 (depth) -421.98800 (videos) -421.00300 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 492.16400 472.62600 Tm (39) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 502.12700 472.62600 Tm [ (\135\056) -825 (F) 14.99260 (or) -422.00800 (in\055) ] TJ -193.26400 -11.95510 Td [ (stance\054) -336.99500 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 342.92400 460.67100 Tm (39) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 352.88700 460.67100 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 357.26000 460.67100 Tm (40) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 367.22300 460.67100 Tm [ (\135) -337.00500 (ha) 19.99670 (v) 14.98280 (e) -337.00700 (achie) 25.01540 (v) 14.98280 (ed) -337.98300 (higher) -336.98800 (accurac) 14.99750 (y) -336.99800 (by) -338.01200 (e) 15.01220 (xtract\055) ] TJ -58.36050 -11.95510 Td [ (ing) -189.99000 (vie) 24.98360 (w\055in) 40.00560 (v) 24.98110 (ariant) -191.02000 (local) -189.99800 (spatio\055temporal) -189.99800 (features) -190.00800 (from) -191.01700 (depth) ] TJ 11.95470 TL T* [ (videos\056) -565.99600 (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -356.01700 (their) -336.01000 (performance) -335.00300 (is) -334.98800 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(generate) ] TJ T* [ (the) -342.01400 (training) -341.99200 (data) -342.01900 (synthetical) 1.01944 (ly) -342.01200 (b) 20.00160 (ut) -342.01200 (in) -342.01200 (the) -342.01200 (most) -341.99200 (realistically) ] TJ T* [ (possible) -297.99200 (w) 10 (ay) 65.00880 (\056) -456 (T) 79.99160 (o) -299.00400 (achie) 25.01540 (v) 14.98280 (e) -297.99400 (this\054) -311.01700 (we) -297.99000 <0274> -298.98900 (realistic) -298.00900 (synthetic) -299.01400 (3D) ] TJ 11.95630 TL T* [ (human) -278.01000 (models) -276.98100 (to) -277.98100 (real) -277.01700 (mocap) -278.01700 (data) -277.00800 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 450.51100 240.94700 Tm (2) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 455.49200 240.94700 Tm [ (\135) -277.99800 (and) -277.98800 (then) -276.99800 (render) -277.99800 (each) ] TJ -146.63000 -11.95510 Td [ (pose) -247.98600 (from) -247.98800 (a) -248.00300 (lar) 17.99700 (ge) -247.99800 (number) -248.01700 (of) -247.99800 (vie) 24.98600 (wpoints) -247.99800 (as) -247.99800 (sho) 24.99090 (wn) -249.00700 (in) -247.98800 (Fig\056) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 537.64300 228.99200 Tm (1) Tj ET Q 0 g q 10 0 0 10 0 0 cm BT /R56 9.96260 Tf 1 0 0 1 542.62500 228.99200 Tm (\056) Tj -221.80700 -16.48480 Td [ (W) 79.98660 (e) -361.98400 (learn) -362.99800 (a) ] TJ /R60 9.96260 Tf 48.19770 0 Td (single) Tj /R56 9.96260 Tf 27.40900 0 Td [ (model) -361.99300 (for) -362.99800 (all) -362.00800 (poses) -361.99800 (and) -362.01300 (vie) 24.98600 (ws) -362.98800 (with\055) ] TJ -87.56170 -11.95630 Td [ (out) -237.00200 (using) -236.99000 (ac) 1.00964 (tion) -236.99500 (labels) -237.00200 (and) -237.01400 (sho) 24.99090 (w) -235.99500 (that) -237.00500 (our) -237.01400 (model) -236.99500 (generalizes) ] TJ 11.95470 TL T* [ (to) -271.00100 (real) -271.01800 (depth) -272.01600 (images) -270.99200 (of) -271.01100 (unseen) -270.99900 (human) -270.98900 (poses) -272.01300 (acquir) 0.98513 (ed) -271.99400 (from) ] TJ T* [ (no) 14.98770 (v) 14.98280 (el) -267.01200 (vie) 24.98360 (ws) -267.98500 (without) -267.01400 (re\055training) -268.01400 (or) -267.01400 <026e652d74756e696e672e> -362.00800 (Our) -267.99000 (learned) ] TJ T* [ (model) -308.00300 (operates) -309 (on) -308.01700 (a) -309.01200 (frame) -307.99300 (by) -308.99700 (f) 1.01454 (rame) -309.00700 (basis) -308.00700 (transferring) -308.99300 (hu\055) ] TJ T* [ (man) -292.01700 (pose) -292.01700 (in) -292.01700 (each) -291.99800 (frame) -291.99300 (to) -292.02000 (a) -291.99500 (high\055le) 24.99580 (v) 14.98280 (el) -291.98600 (vie) 24.98600 (w\055in) 40.00310 (v) 24.98110 (ariant) -291.98100 (rep\055) ] TJ 11.95590 TL T* [ (resentation\056) -514.00200 (Our) -317.98100 (moti) 25.00810 (v) 24.98110 (ation) -318.00600 (for) -317.98600 (using) -317.99600 (a) -317.99100 (frame) -317.99100 (based) -318.01600 (CNN) ] TJ 11.95510 TL T* [ (model) -438.02000 (comes) -437.01000 (from) -437.99600 (the) -437.99800 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