-nhà cái k8

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201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 103.86000 201.90000 tm (24) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 113.82000 201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 119.60000 201.90000 tm (38) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 129.56000 201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 135.34000 201.90000 tm (40) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 145.31000 201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 151.09000 201.90000 tm (8) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 156.07000 201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 161.85000 201.90000 tm (32) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 171.81000 201.90000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 177.59000 201.90000 tm (41) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 187.55000 201.90000 tm [ (\135\073) -370.01300 (3\051) -330.99500 (incorporating) -329.99300 (more) ] tj -137.44000 -11.96020 td [ (information) -300.99900 (in) -302.01200 (the) -301.99900 (training) -302.01800 (process) -300.98300 (via\054) -315.00300 (for) -302.00900 (instance\054) -314.98900 (trans\055) ] tj 11.95000 tl t* [ (fer) -249.99300 (learning) -249.99500 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 102.12000 177.99000 tm (20) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 112.08000 177.99000 tm (\135\056) tj -50.01020 -13.30000 td [ (in) -376.98400 (this) -377.01500 (paper) 38.98090 (\054) -409.00100 (we) -377.01400 (focus) -377.98300 (on) -377.98900 (the) -377.00300 (second) -377.99300 (and) -376.99500 (third) -377.98100 (meth\055) ] tj -11.95980 -11.95980 td [ (ods\056) -662.99400 (in) -368.00600 (particular) 38.98210 (\054) -397.00400 (to) -367.99900 (the) -367.98500 (best) -366.98300 (our) -367.98100 (kno) 23.99260 (wledge\054) -396.99400 (we) -367.99500 (are) -366.98500 (the) ] tj 11.95000 tl t* [ <02727374> -369.99300 (to) -369.01700 (raise) -370.00300 (the) -369.98500 (transfer) -369.99700 (problem) -369.99800 (between) -370.01700 (tasks) -370.01900 (with) -369.98700 (dif\055) ] tj 11.96020 tl t* [ (ferent) -389.98500 (points\054) -424.98200 (and) -390.99300 (present) -389.98800 (a) -389.98400 (comprehensi) 23.99500 (v) 15.00180 (e) -389.00300 (frame) 24.00730 (w) 9.99058 (ork) -390.01500 (to) ] tj 11.95000 tl t* [ (tackle) -378.99600 (it\056) -700.00200 (our) -380.01100 (pipeline) -379.02000 (architecture) -380.00200 (is) -380 (generally) -379.99500 (based) -380.01900 (on) ] tj 11.96020 tl t* [ (the) -428.99100 (system) -430.00200 (proposed) -428.99600 (by) -430.01800 (zhou) ] tj /r50 9.96300 tf 128.77000 0 td [ (et) -429.01700 (al) ] tj /r44 9.96300 tf 19.23010 0 td [ (\056) -428.99700 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 208.20000 104.91000 tm (40) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 218.16000 104.91000 tm [ (\135\054) -473.99700 (in) -429.98400 (which) -429.01400 (the) 14.01430 (y) ] tj -168.05000 -11.95000 td [ (proposed) -329.01600 (a) -329.01600 <636f617273652d746f2d026e65> -328.98900 (netw) 8.98956 (ork\054) -348.01100 (which) -328.99600 (models) -329 (each) -329.00300 (f) 8.98833 (a\055) ] tj 11.96020 tl t* [ (cial) -226.00700 (component) -226.99300 <7265026e656d656e74> -227.00800 (as) -225.99600 (an) -227.01200 (independent) -226 (task\056) -302.98400 (besides\054) ] tj 258.75000 469.33000 td (huang) tj /r50 9.96300 tf 29.41990 0 td [ (et) -287.00700 (al) ] tj /r44 9.96300 tf 17.81990 0 td [ (\056) -286.00700 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 364.76000 550.33000 tm (8) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 369.75000 550.33000 tm [ (\135) -286.00900 (e) 14.01180 (xtend) -285.99000 (this) -286.99400 (idea) -287.00900 (and) -287.01400 (propose) -287.98900 (a) -286.98500 (multi\055scale) ] tj -60.88980 -11.95000 td [ (approach) -245.99300 (to) -247.00300 (better) -246.00800 (grasp) -246.01000 (and) -246.98300 (utilize) -246.01800 (the) -246.98800 (local) -246.01800 (information) -247.01300 (to) ] tj 11.96020 tl t* [ (mak) 8.98098 (e) -248.99300 (more) -250.01200 (accurate) -249.98500 (landmark) -250.00700 (prediction\056) ] tj 11.95980 -13.28980 td [ (inspired) -580.98500 (by) -581.98700 (all) -583.00700 (these\054) -665.01400 (we) -581.99200 (proposed) -581.98200 (a) -581.98200 <636f617273652d746f2d026e65> ] tj -11.95980 -11.96020 td [ (frame) 24.00730 (w) 9.99058 (ork) -313.01100 (to) -314.00900 (predict) -314.00600 (the) -313.99600 (landmark) -313.99400 (predictions) -313.99400 (by) -314.98400 (concen\055) ] tj t* [ (trating) -250.01400 (on) -250.99700 (more) -250.01200 (and) -250.98200 (more) -250.01200 <026e652d677261696e6564> -250.98700 (patches) -250.01200 (of) -251.01200 (f) 8.98833 (acial) -249.98700 (k) 9.00304 (e) 14.99200 (y) ] tj 11.95000 tl t* [ (points\056) -366.01200 (concretely) 63.99410 (\054) -272.99000 (our) -268.98100 (frame) 24.00970 (w) 9.99303 (ork) -268.00300 (consists) -268.99300 (of) -269.00800 (four) -269.01300 (sequen\055) ] tj 11.96020 tl t* [ (tial) -281.99100 (stages\072) -373.00600 (1\051) -281.98600 (first) -281.99300 (of) -281.98600 (all\054) -289.99400 (a) -282.00500 (pre\055trained) -281.99600 (f) 8.98833 (ace) -281 (detector) -282 (is) -282.02000 (uti\055) ] tj 11.95000 tl t* [ (lized) -252.01600 (to) -253.00200 (locate) -252.98200 (the) -252.98900 (tar) 17.01850 (get) -250.99000 (re) 13.98240 (gion\054) -253.01600 (follo) 24.01460 (wed) -251.01700 (by) -252.99700 (a) -252.99200 (carefully) -253.01600 (de\055) ] tj 11.96020 tl t* [ (signed) -242.99600 (cnn) -242.98400 (to) -243.98400 (predict) -243.00100 (the) -242.98900 (rotation) -243.99400 (angle) -242.98900 (of) -243.01300 (cropped) -244.00800 (image\056) ] tj 11.95000 tl t* [ (then) -359.98900 (the) -361.00600 (cropped) -361.00400 (image) -360.98900 (is) -360.00400 (rotated) -361.01800 (to) -361.01800 (a) -361.00900 (horizon\055canonical) ] tj 11.95980 tl t* [ (position) -418.99200 (and) -418.98700 (fed) -419.00100 (into) -419.98400 (another) -418.99700 (cnn) -418.98700 (to) -419.00600 (predict) -419.00600 (the) -420.01100 (coarse) ] tj 11.95000 tl t* [ (landmark\073) -457.00600 (2\051) -388.00300 (w) 79.00330 (e) -387.00300 (then) -387.99600 (separate) -387.98800 (the) -388.01800 (landmark) -387.97800 (into) -387.98800 (se) 23.99010 (v) 15.00180 (eral) ] tj 11.96020 tl t* [ (components) -257.98600 (and) -258.98100 (predict) -258.99800 (each) -258 (component\047) 54.01820 (s) -258.00500 (associated) -259.01500 (land\055) ] tj 11.95000 tl t* [ (marks) -392.00200 (respecti) 24.01220 (v) 15.00180 (ely) 64.98410 (\056) -737.99200 (3\051) -392.98200 (w) 79.00330 (e) -391.00200 (further) -392.98200 <7265026e65> -392.99700 (each) -392.99200 (point) -392.98200 (with) ] tj 11.95980 tl t* [ (multi\055scale) -222.01500 (local) -221.00300 (patches) -222.02000 (cropped) -222.01300 (according) -221.97900 (to) -221.98800 (its) -222.01300 (nearest) -221.99300 (3\055) ] tj 11.95000 tl t* [ (\054) -314.98100 (5\055\054) -314.98400 (and) -303.01100 (7\055) -301.98200 (neighbors\056) -466.99600 (4\051) -301.98200 (finally) 63.98670 (\054) -314.97900 (we) -302.01100 (transfer) -302.01100 (the) -301.99600 (81\055point) ] tj 11.96020 tl t* [ (predicitions) -235.01300 (to) -235.00500 (the) -236.01200 (competition\047) 54.00840 (s) -234.01000 (tasks) -236.01000 (with) -234.99500 (lease) -235.01000 (square) -236 (ap\055) ] tj 11.95000 tl (proximation\056) ' /r42 11.95500 tf 27.93980 tl t* [ (2\056) -250.00600 (related) -249.99600 (w) 74.00190 (ork) ] tj /r44 9.96300 tf 11.95980 -20.28010 td [ (f) 15.01400 (acial) -399.01500 (landmark) -400.01800 (localization) -400.01000 (is) -399.99600 (a) -399.98100 (classical) -400 (topic) -400.01500 (of) -400 (re\055) ] tj -11.95980 -11.95000 td [ (search) -331.99000 (in) -332.00500 (computer) -331.99300 (vision\056) -556.01200 (w) 39.01150 (ith) -331.00500 (the) -331.99000 (de) 23.99500 (v) 15.00180 (elopment) -331.00500 (of) -332.99500 (deep) ] tj 11.96020 tl t* [ (learning\054) -227.00700 (v) 23.98030 (arious) -219.99900 (methods) -222.01800 (are) -221.01300 (proposed) -220.99800 (in) -221.98800 (recent) -220.99800 (years\056) -301.01600 (our) ] tj 11.95000 tl t* [ (method) -366.99000 (is) -366.98300 (to) -367.99700 <7265026e65> -367.00200 (a) -367.00700 (coarse) -367.98300 (landmark) -367.00200 (estimation) -367.98300 (through) ] tj 11.95980 tl t* [ (cascades\054) -326.01800 (namely) -311.01200 (the) -311.01600 (multi\055stage) -311.98400 (strate) 14.01670 (gy) -620.99900 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 486 237.76000 tm (24) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 495.96000 237.76000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 501.55000 237.76000 tm (36) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 511.51000 237.76000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 517.11000 237.76000 tm (38) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 527.07000 237.76000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 532.66000 237.76000 tm (40) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 542.62000 237.76000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 308.86000 225.81000 tm (8) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 313.84000 225.81000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 319.95000 225.81000 tm (32) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 329.91000 225.81000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 336.02000 225.81000 tm (41) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 345.98000 225.81000 tm [ (\135\056) -649.02000 (another) -362.99100 (method) -362.98900 (to) -363.01800 (perform) -363.00300 <636f617273652d746f2d026e65> -364.00300 (es\055) ] tj -37.11990 -11.96020 td [ (timation) -372.01600 (is) -372.00100 (to) -371.99600 (use) -372.01900 (branched) -372.98600 (netw) 8.98833 (orks) -743.01800 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 471.96000 213.85000 tm (15) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 481.92000 213.85000 tm [ (\135\056) -675.99200 (other) -371.98200 (w) 9.01284 (orks) ] tj -173.06000 -11.95000 td [ (ha) 19.01570 (v) 15.00180 (e) -349.99100 (been) -352.00600 (done) -351.01600 (to) -352 (e) 14.01180 (xplore) -350.00600 (dif) 24.00970 (ferent) -351.01100 (w) 9.01284 (ays) -349.98600 (to) -352 (localize) -351.01100 (k) 9.00304 (e) 14.99200 (y\055) ] tj 11.96020 tl t* [ (points\054) -408.00400 (such) -377.01300 (as) -376.98600 (considering) -376.99500 (k) 9.00304 (e) 14.99200 (ypoint) -375.98100 (localization) -376.99500 (as) -376.98600 (a) -377.00500 (3d) ] tj 11.95000 tl t* [ (f) 8.98833 (ace) -294.01500 (model) -294.99000 <027474696e67> -295.99300 (problem) -591.01000 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 425.30000 177.99000 tm (10) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 435.27000 177.99000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 440.70000 177.99000 tm (42) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 450.66000 177.99000 tm [ (\135\054) -305.99100 (initializing) -295.98300 (with) -294.98300 (head) ] tj -141.80000 -11.95980 td [ (pose) -201.01000 (predictions) -201 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 378.72000 166.03000 tm (33) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 388.68000 166.03000 tm [ (\135) -201.00700 (and) -200.99300 (using) -201.01700 (separate) -201.00700 (cluster) -201.01200 <73706563690263> -200.99300 (net\055) ] tj -79.81990 -11.95000 td [ (w) 9.01039 (orks) -268.02000 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 339.11000 154.08000 tm (29) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 349.07000 154.08000 tm [ (\135\056) -368.01900 (despite) -269.01800 (the) -268.98600 (performance) -270.01800 (of) -269.00800 (con) 38.99680 (v) 19.98120 (olutional) -267.99400 (neu\055) ] tj -40.20980 -11.96020 td [ (ral) -316.01100 (netw) 8.98833 (orks\054) -331.01200 (recent) -315.99800 (w) 9.01039 (orks) -314.00900 (ha) 19.01570 (v) 15.00180 (e) -315.01800 (also) -316.01300 (tried) -316.00800 (to) -316.00800 (use) -315.99300 (recurrent) ] tj 11.95980 tl t* [ (neural) -250 (netw) 8.98833 (orks\050rnns\051) -249.01500 (\133) ] tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 410.02000 130.16000 tm (19) tj et q 0 g q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 0 1 419.98000 130.16000 tm (\054) tj et q 0 1 0 rg q 10 0 0 10 0 0 cm bt /r44 9.96300 tf 1 0 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