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-223.00900 (is) -221.98900 (quantized) -223 (\050represented\051) -222.00500 (by) -223.01200 (the) ] TJ 11.95630 TL T* [ (closest) -270.01100 (simple) 15.01100 (x\056) -370.99000 (Ho) 24.98360 (we) 25.01420 (v) 14.98280 (er) 39.98600 (\054) -275.01000 (in) -269.98200 (our) -269.98700 (w) 10 (ork\054) -275.00300 (to) -269.98200 (reduce) -270.98200 (the) -269.98700 <696e03752d> ] TJ 11.95470 TL T* [ (ence) -238.00700 (of) -239.01700 (quantizati) 1.01086 (on) -239.00900 (error) -238.00800 (\050e\056g\056\054) -241.01400 (tw) 10.00810 (o) -237.99500 (similar) -238.00700 (poses) -237.98200 (are) -238.99200 (quan\055) ] TJ T* [ (tized) -398.00200 (by) -398.98200 (dif) 24.98540 (ferent) -398.01400 (simplices\051\054) -436.00300 (we) -398.01300 (use) -398.00500 (soft\055quantization) -399.01900 (so) ] TJ T* [ (that) -270.01800 (a) -271.01800 (pose) -269.98300 (is) -269.98100 (represented) -269.98900 (by) -271.00400 (se) 25.01670 (v) 14.98280 (eral) -270 (symbols) -269.98700 (with) -270.01100 (a) -271.01800 (proba\055) ] TJ T* [ (bility) -234 (for) -234.00100 (each) -234.98900 (\050based) -233.99600 (on) -233.99000 (the) -233.99300 (distance) -235.00200 (to) -233.98800 (the) -233.99300 (symbol\051\056) -305.00800 (Hence) ] TJ T* [ (each) -260.98400 (pose) -259.98400 (is) -261.00200 (represented) -259.99100 (by) -261.00500 (a) -260 (probability) -261.00800 (v) 14.98280 (ector) -259.99600 (\050its) -260.99800 (dimen\055) ] TJ 11.95630 TL T* [ (sion) -282.00800 (is) -282.01800 (the) -281.00400 (same) -281.98200 (of) -281.99100 (as) -281.99100 (the) -281.98500 (number) -280.99200 (of) -281.99100 (symbols) -281.98500 (in) -282.01900 (the) -281.98500 (dictio\055) ] TJ 11.95510 TL T* [ (nary\051) -261.01600 (and) -261.01000 (a) -261.02000 (sequence) -261.01200 (of) -261.01400 (poses) -260.99700 (is) -261.00200 (represented) -261.01000 (by) -261.00500 (a) -261.02000 (probabil\055) ] TJ T* [ (ity) -352.98000 (matrix) -353.01500 (where) -353.00400 (each) -353.00800 (column) -353.00800 (is) -352.98600 (the) -352.99300 (probability) -352.99300 (v) 14.98280 (ector) -353 (of) ] TJ T* [ (the) -233.01200 (corres) 1.01515 (pon) -1.00473 (di) 0.99248 (ng) -233.01000 (pose\056) -304.01300 (Standard) -232.99500 (sequential) -232.01000 (pattern) -233.00800 (mining) ] TJ T* [ (algorithms) -338.99400 (do) -338.01200 (not) -338.98500 (deal) -338.99900 (with) -338 (this) -339.01600 (type) -338.01000 (of) -339 (probabilistic) -338.99200 (data) ] TJ T* [ (so) -275.98200 (we) -275.99400 (propose) -276.01400 (a) -275.99800 (no) 14.98770 (v) 14.98280 (el\054) -281.98700 (and) -275.98700 (ef) 25.00810 <026369656e742c> -282.00400 (algorithm) -275.99100 (to) -275.98100 (mine) -276.01300 (the) ] TJ 11.95590 TL T* [ (k) 10.00320 (e) 15.01280 (y\055pose\055motifs) -249.99300 (which) -249.98200 (is) -249.98400 (one) -249.99100 (of) -249.99600 (our) -249.99000 (contrib) 20.01870 (utions\056) ] TJ 11.95510 -18.39610 Td [ (W) 79.98730 (e) -361.98300 (classify) -363.01800 (a) -361.98400 (test) -362.00200 (sequence) -362.01400 (by) -362.98800 (matching) -361.98600 (it) -362.00300 (to) -362.00600 (the) -362.99100 (k) 10.00320 (e) 15.01220 (y\055) ] TJ -11.95510 -11.95470 Td [ (pose\055motifs) -295.98600 (of) -295.98900 (each) -295.99800 (class) -294.99900 (and) -295.98400 (select) -295.98200 (the) -295.98200 (class) -296.01900 (by) -296.01900 (maximiz\055) ] TJ 11.95510 TL T* [ (ing) -346.00400 (the) -346.99300 (matching) -345.98800 (score\056) -598.99700 (The) -346.99600 <636c61737369026572> -345.99600 (is) -346.00800 (interpretable) -346.98100 (be\055) ] TJ 11.95630 TL T* [ (cause) -315.00800 (we) -315.00700 (can) -315.99000 (visualize) -314.98200 (the) -314.99900 (mined) -314.98200 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -315.00100 (and) -315.98200 (the) ] TJ 11.95470 TL T* [ (matched) -274.01600 (positions) -274.99800 (in) -273.98100 (the) -275.00600 (sequence\056) -382.98900 (So) -274.01300 (when) -275.00600 (there) -273.99300 (are) -274.98600 (mis\055) ] TJ T* [ <636c6173736902636174696f6e732c> -235.98300 (we) -232.00200 (can) -232.98400 (easily) -231.98300 (detect) -233.01400 (wh) 4.98691 (y) -231.99600 (and) -233.01500 (where) -232.00500 (the) -233.01300 (f) 9.99588 (ail\055) ] TJ T* [ (ures) -263.01100 (happen\056) -348.98600 (In) -263.01400 (e) 15.01220 (xperiments) -263.01900 (we) -263.01600 (use) -263.00800 (action\055units) -263.01000 (consisting) ] TJ T* [ (of) -333.98200 (short) -332.98300 (sequences) -334.01300 (of) -333.98200 (poses) -334.00400 (\050e\056g\056\054) -354.01400 (neighboring) -333.98100 (three) -333.98300 (poses) ] TJ T* [ (compose) -367.01200 (an) -368.01600 (action\055unit) -367 (and) -368.01100 (the) -366.99000 (original) -367.98800 (pose) -366.98500 (sequence) -368.01200 (is) ] TJ 11.95590 TL T* [ (transformed) -230.99800 (to) -231.00800 (an) -231.01900 (action\055unit) -230.98400 (sequence\051\056) -303.98600 (But) -230.99600 (for) -230.98400 (ease) -230.98800 (of) -231.01800 (e) 15.01220 (x\055) ] TJ 11.95510 TL T* [ (position\054) -219.01100 (we) -210.98600 (will) -212.01900 (describe) -211.01600 (our) -211.01600 (method) -212.01200 (using) -210.99400 (poses) -211.00600 (only) -211.98200 (\050and) ] TJ T* [ (introduce) -250.01400 (action\055units) -249.99400 (in) -249.98500 (the) -249.99000 (e) 15.01220 (xperiment) -250.00700 (section\051\056) ] TJ 11.95510 -18.39570 Td [ (The) -259.99200 (paper) -261.01700 (is) -259.98200 (or) 17.99820 (g) 4.98446 (anized) -259.99200 (as) -259.99500 (follo) 24.99710 (ws\056) -340.99100 (Section) -260.00600 (2) -259.99100 (re) 25.00810 (vie) 24.98360 (ws) -261.00500 (re\055) ] TJ -11.95510 -11.95630 Td [ (lated) -213.99300 (w) 10.00140 (ork\056) -297 (Sections) -214.00700 (3\054) -221.01500 (4) -213.99900 (and) -213.01700 (5) -213.99900 (describe) -213.01600 (the) -213.99600 (proposed) -214.01800 (action) ] TJ T* [ (representation) -232.99700 (\050action\055snippets\051\054) -237.01300 (the) -233.01300 (k) 10.00320 (e) 15.01220 (y\055pose\055motif) -234 (mining) ] TJ T* [ (algorithm) -358.01700 (and) -356.99300 (the) -358.01100 (action) -358.00300 (clas) 0.98513 <736902636174696f6e> -358.01400 (method) -357.98900 (respecti) 24.98600 (v) 14.98280 (e\055) ] TJ T* [ (ly) 64.98180 (\056) -614.99300 (The) -350.99600 (remainder) -352.01000 (of) -351 (the) -352.01200 (paper) -351.00300 (is) -352.00600 (de) 25.01670 (v) 20.00160 (oted) -350.98800 (to) -352.00700 (e) 15.01220 (xperiments) ] TJ T* [ (follo) 24.99710 (wed) -249.99400 (by) -249.98800 (a) -250.00200 (conclusion) -250 (of) -249.99600 (this) -250.01100 (w) 10 (ork\056) ] TJ /R22 11.95520 Tf 258.75000 629.03700 Td [ (2\056) -249.98900 (Related) -250.00200 (W) 74.99720 (ork) ] TJ /R24 9.96260 Tf 11.95510 -18.92890 Td [ (In) -216.98100 (this) -216.01800 (section\054) -222.99700 (we) -216.98600 (pro) 14.98520 (vide) -217.00800 (a) -216.00800 (brief) -216.98300 (o) 14.98280 (v) 14.98280 (ervie) 25.01540 (w) -216.97900 (of) -216.00300 (the) -217.01300 (related) ] TJ -11.95510 -11.95510 Td [ (w) 10 (ork) -273.00600 (on) -271.98400 (human) -272.99100 (pose) -271.98200 (based) -273.00300 (action) -272.99900 (recognition\056) -376.99600 (W) 79.98660 (e) -273.01800 (also) -272.99900 (re\055) ] TJ T* [ (vie) 24.98360 (w) -289.98800 (the) -291.00300 (e) 15.01220 (xisting) -289.98800 (sequential) -290.98100 (pattern) -290.01500 (mining) -289.99100 (algorithms) -291 (and) ] TJ T* [ (discuss) -250.00500 (ho) 24.98600 (w) -249.99500 (the) 14.98520 (y) -249.99300 (dif) 24.98600 (fer) -250.00700 (from) -249.98800 (our) -249.99300 (method\056) ] TJ /R22 10.95890 Tf 18.13090 TL T* [ (2\0561\056) -250.00400 (Human) -249.99100 (pose) -249.99300 (based) -250.01100 (on) -250.01500 (action) -250.01100 (r) 18.01390 (ecognition) ] TJ /R24 9.96260 Tf 11.95510 -17.93200 Td [ (W) 79.98660 (e) -365.00300 (classify) -363.99800 (the) -364.99100 (e) 15.01220 (xisting) -364.01300 (w) 10.00320 (ork) -364.99300 (into) -365.01300 (three) -364.01800 (cate) 15.01220 (gories) -364.98300 (ac\055) ] TJ -11.95510 -11.95510 Td [ (cording) -302.00800 (to) -302.01600 (ho) 24.98600 (w) -301.98600 (temporal) -302.00400 (cues) -301.98900 (are) -301.99900 (modeled\056) -466.01000 (The) -301.98400 <02727374> -302.00400 (class) ] TJ 11.95590 TL T* [ (of) -327.98200 (w) 10 (ork) -328.01600 (\1338\135) -327.98700 (\1333\135) -327.00700 (\13323\135) -327.98200 (ignores) -328.00400 (the) -328.01400 (temporal) -328 (information) -327.98000 (and) ] TJ 11.95510 TL T* [ (treat) -327.00200 (the) -326.01700 (poses) -326.98700 (in) -326.01200 (a) -327.00900 (sequence) -325.98000 (independently) 65.01370 (\056) -539.98300 (The) 14.98280 (y) -327 (usually) ] TJ T* [ (adopt) -195.98900 (\223bag) -196.00400 (of) -196.00400 (poses\224) -195.99200 (\1338\135) -196.00900 (\13323\135) -196.00200 (or) -196.98700 (maj) 0.99493 (ority) -197.00600 (v) 20.00160 (oting) -196.01600 (\1333\135) -196.00700 (schemes) ] TJ T* [ (for) -273.01600 <636c6173736902636174696f6e2e> -378.00300 (At) -273.00300 (the) -273.00600 (other) -273.00300 (e) 15.01220 (xtreme\054) -278.01700 (the) -273.00300 (second) -272.99900 (class) -273.00300 (of) ] TJ T* [ (w) 10 (ork) -313 (\13330\135) -313.00400 <636c61737369026573> -313.01200 (pose) -312.99400 (sequences) -312.99700 (by) -314.01600 (modeling) -313.00200 (all) -312.99700 (poses) ] TJ 11.95590 TL T* [ (in) -253.98500 (a) -254.00200 (sequence\054) -255.00900 (for) -254 (e) 15.01220 (xample) -254.01600 (by) -253.98700 (Hidden) -254.01600 (Mark) 10.00810 (o) 14.98280 (v) -253.99200 (Models) -254.00700 (\13330\135) ] TJ 11.95510 TL T* [ (or) -386.99200 (by) -388.00400 (dynamic) -387.00900 (time) -387.01100 (w) 10 (arping) -387.99900 (\13318\135\056) -721.99200 (Another) -387.01400 (line) -387.01900 (of) -388.01400 (w) 10.00320 (ork) ] TJ T* [ (\13325\135) -321.00300 (\13327\135) -321.00300 (\13312\135) -321.00300 (encodes) -320.99800 (restricted) -322.01000 (temporal) -320.98100 (pose) -320.99500 (structures\054) ] TJ T* [ (for) -249.02000 (e) 15.01220 (xample\054) -248.99500 (using) -248.98800 (temporal) -248.99300 (p) 10.00320 (yramid) -248.99800 (matching) -250.00200 (\13327\135) -249.01200 (\13312\135) -249.01200 (or) ] TJ T* [ (by) -249.98800 (modeling) -249.99500 (neighboring) -249.99500 (pose) -249.98800 (changes) -249.98800 (\13325\135\056) ] TJ 11.95510 -11.95510 Td [ (Our) -630.98800 (proposed) -629.98800 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -630.98800 (models) -629.98300 (the) -630.98300 (temporal) ] TJ -11.95510 -11.95590 Td [ (structures) -292.00800 (of) -291.98800 (a) -291.99500 (set) -291 (of) -291.98800 (k) 10.00320 (e) 15.01220 (y) -291.98600 (poses\056) -435.98600 (Ho) 24.98600 (we) 25.01540 (v) 14.98280 (er) 39.98350 (\054) -301.98400 (our) -291.98600 (approach) -291.98600 (d\055) ] TJ T* [ (if) 25.02030 (fers) -254.00200 (from) -253.98700 (\13325\135) -253.99400 (\13327\135) -253.99400 (\13312\135) -253.99400 (as) -253.99700 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -253.99200 (are) -254.00700 (more) -253.98700 <0365> 14.98770 (x\055) ] TJ T* [ (ible) -419.01300 (because) -418.01100 (the) 14.98520 (y) -418.98400 (allo) 24.99090 (w) -418.00600 (g) 4.98446 (aps) -418.98400 (between) -418.00400 (neighboring) -418.98400 (poses) ] TJ T* [ (which) -312.99200 (mak) 10.01060 (es) -313.00400 (them) -312.00700 (rob) 20.00400 (ust) -312.98700 (to) -312.99700 (speed) -312.99700 (v) 24.98110 (ariations\056) -498.00500 (Besides) -313.01600 (the) ] TJ T* [ (temporal) -268.00900 (structures) -268.01200 (are) -268.00700 (automatically) -267.99000 (learned) -267.99500 (from) -267.98500 (training) ] TJ T* [ (sequences) -249.98800 (rather) -250 (than) -249.98500 (manually) -250.00200 (designed\056) ] TJ /R22 10.95890 Tf 18.13130 TL T* [ (2\0562\056) -250.00400 (Sequential) -249.99100 (patter) 15.00640 (n) -249.99300 (mining) ] TJ /R24 9.96260 Tf 11.95510 -17.93160 Td [ (Sequential) -283.99400 (pattern) -283 (mining) -283.99200 (is) -282.99700 (the) -283.98200 (task) -284.01600 (of) -283.01200 (disco) 14.99750 (v) 14.98280 (ering) -283.98200 (fre\055) ] TJ -11.95510 -11.95510 Td [ (quent) -496.01800 (subsequences) -494.98800 (as) -495.99300 (patterns) -496.01500 (in) -495.00600 (a) -496 (sequence) -495.99100 (database\056) ] TJ 11.95630 TL T* [ (There) -257.99900 (a) -258.98100 (lot) -258.01600 (of) -257.99400 (w) 10 (ork) -259.00800 (\1331\054) -257.99100 (20\054) -257.98100 (32\135) -259.01100 (when) -257.98600 (the) -257.98600 (sequence) -259.01100 (database) ] TJ 11.95470 TL T* [ (is) -354.00700 (certain) -354.01700 (\050or) -353.98300 (deterministic\051) -354.01400 (rather) -353.98500 (than) -354.00500 (probabilistic\056) -622 (The) ] TJ T* [ (main) -193.98700 (challenge) -193.99500 (of) -192.98500 (sequential) -194.01700 (pattern) -193.99200 (mining) -194.00700 (is) -193.01200 (that) -193.99200 (it) -193.99200 (is) -193.99200 (com\055) ] TJ T* [ (putationally) -195.99400 (infeasible) -195.98400 (to) -195.99400 (e) 15.01220 (xamine) -195.98700 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-250.00700 (section\056) ] TJ 11.95510 -13.31600 Td [ (T) 79.99030 (o) -430.98200 (mak) 10.01120 (e) -430.99100 (the) -431.01900 (representation) -431.00300 (more) -431.99700 (rob) 20.00400 (ust) -431.00900 (to) -431.01400 (inaccurate) ] TJ -11.95510 -11.95470 Td [ (poses\054) -383.99400 (we) -357.98100 (use) -358.01100 (soft) 0.99493 (\055quantization) -357.98100 (to) -358.00600 (assign) -357.01400 (each) -357.98700 (pose) -356.98700 (to) -358.00600 (all) ] TJ T* [ (symbols\056) -471.99000 (More) -304.01900 (precisely) 64.98430 (\054) -317.98400 (W) 79.98790 (e) -303.99300 (represent) -303.98400 (a) -303.99300 (pose) -304.01500 (using) -305.01800 (all) -304.01800 (of) ] TJ (the) ' /R92 9.96260 Tf 14.77700 0 Td [ (K) -0.30019 ] TJ /R24 9.96260 Tf 11.77580 0 Td [ (symbols) -261.00800 (in) -261.00300 (the) -261.98800 (dictionary) -260.98600 (and) -261.00900 (associate) -261 (each) -260.98300 (symbol) ] TJ -26.55270 -11.95590 Td [ (with) -199.00400 (a) -200.01000 (probability) ] TJ /R22 9.96260 Tf 71.82190 0 Td (p) Tj /R96 6.97380 Tf 5.53906 -2.52500 Td [ (i) -0.19955 ] TJ /R24 9.96260 Tf 5.30312 2.52500 Td [ (which) -199.01000 (measures) -199.99200 (its) -199.00600 (distance) -199.00800 (to) -199.99400 (the) -199.01800 (pose) ] TJ /R22 9.96260 Tf -82.66410 -14.18590 Td (p) Tj /R96 6.97380 Tf 5.53906 -2.52617 Td [ (i) -0.20042 ] TJ /R100 9.96260 Tf 7.18867 2.52617 Td [ (\075) -0.79950 ] TJ /R96 6.97380 Tf 24.08130 3.92188 Td (e) Tj /R102 4.98130 Tf 3.78008 3.00703 Td [ <00> -0.30019 ] TJ /R24 4.98130 Tf 5.39687 0 Td (dist) Tj /R104 4.98130 Tf 7.19805 0 Td [ (\050) -0.69841 ] TJ /R106 4.98130 Tf 2.69805 0 Td (s) Tj 3.33789 -1.60430 Td [ (i) -0.60039 ] TJ 3.15586 1.60430 Td [ (\073) -0.30142 (y) -0.59794 ] TJ /R104 4.98130 Tf 6.10117 0 Td [ (\051) -0.69841 ] TJ ET Q 3.98000 w 0 G 756.57000 2555.38000 m 1330.51000 2555.38000 l S q 10 0 0 10 0 0 cm BT /R108 6.97380 Tf 1 0 0 1 75.65700 253.11100 Tm [ (P) -0.39997 ] TJ /R106 4.98130 Tf 8.37109 -2.46289 Td [ (K) -0.90058 ] TJ 5.00898 TL T* [ (j) -0.19972 ] TJ /R104 4.98130 Tf 3.22383 0 Td [ (\075) -0.80011 (1) -0.59916 ] TJ /R96 6.97380 Tf 10.36800 2.24180 Td (e) Tj /R102 4.98130 Tf 3.78008 3.32305 Td [ <00> -0.29897 ] TJ /R24 4.98130 Tf 5.39687 0 Td (dist) Tj /R104 4.98130 Tf 7.19805 0 Td [ (\050) -0.69841 ] TJ /R106 4.98130 Tf 2.69805 0 Td (s) Tj 3.33789 -1.60391 Td [ (j) -0.20095 ] TJ 3.72227 1.60391 Td [ (\073) -0.30142 (y) -0.59794 ] TJ /R104 4.98130 Tf 6.10078 0 Td [ (\051) -0.69841 ] TJ /R24 9.96260 Tf 7.47891 1.84297 Td (\050) Tj /R92 9.96260 Tf 3.31836 0 Td [ (d) -0.49992 (i) -0.49992 (s) -0.79889 (t) -0.10047 ] TJ /R100 9.96260 Tf 16.88480 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87422 0 Td [ (s) -0.80011 ] TJ /R96 6.97380 Tf 4.66992 -1.49375 Td [ (j) -0.70017 ] TJ /R92 9.96260 Tf 4.19805 1.49375 Td [ (\073) -167.78800 (y) -0.30019 ] TJ /R100 9.96260 Tf 9.66992 0 Td [ (\051) -0.89936 ] TJ /R24 9.96260 Tf 6.96211 0 Td [ (measures) -310.01400 (the) -310.01900 (distance) -310.01000 (of) ] TJ 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[ (each) -335.01100 (pose) ] TJ /R92 9.96260 Tf 43.18480 0 Td [ (y) -0.30019 ] TJ /R94 6.97380 Tf 5.24219 3.61602 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (i) -0.19955 ] TJ /R94 6.97380 Tf 2.81914 0 Td [ (\051) -0.39909 ] TJ /R24 9.96260 Tf 3.61094 -3.61602 Td [ (in) -334.99100 (a) -335.00800 (sequence) -335 (is) -334.00900 (represented) -334.99800 (by) -334.99300 (a) -335.00800 (probabili\055) ] TJ -57.96990 -11.95510 Td [ (ty) -286.01800 (v) 14.98280 (ector) ] TJ /R22 9.96260 Tf 38.20000 0 Td (p) Tj /R94 6.97380 Tf 5.53867 3.61484 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11406 0 Td [ (i) -0.20042 ] TJ /R94 6.97380 Tf 2.81797 0 Td [ (\051) -0.39909 ] TJ /R100 9.96260 Tf 7.04727 -3.61484 Td [ (\075) -345.79300 (\133) -0.80011 ] TJ /R22 9.96260 Tf 13.95080 0 Td (p) Tj /R96 6.97380 Tf 5.53906 3.61484 Td [ (i) -0.19955 ] TJ /R94 6.97380 Tf 6.13984 TL T* [ (1) -0.50062 ] TJ /R92 9.96260 Tf 4.46914 2.52500 Td [ (\073) -0.80011 ] TJ /R90 9.96260 Tf 4.42773 0 Td [ <01> 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TJ ET Q 3192.41000 6500.62000 m 5322.42000 6500.62000 l S 3194.40000 6259.53000 m 3194.40000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R110 9.96260 Tf 1 0 0 1 319.64000 647.37200 Tm (X) Tj 9.96211 -2.48984 Td (X) Tj 9.96328 -2.49102 Td (X) Tj 9.96172 -2.49102 Td (X) Tj 9.96328 -2.48984 Td (X) Tj 9.96289 -2.49102 Td (X) Tj 9.96211 -2.49102 Td (X) Tj 9.96289 -2.49023 Td (X) Tj 9.96289 -2.49102 Td (X) Tj 5.97695 -1.49414 Td (X) Tj /R24 9.96260 Tf -79.70080 3.58633 Td (symbols) Tj 65.97300 11.95470 Td (time) Tj ET Q 4154.80000 6259.53000 m 4154.80000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 425.39300 635.41700 Tm (1) Tj ET Q 4402.87000 6259.53000 m 4402.87000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 450.20000 635.41700 Tm (2) Tj ET Q 4650.94000 6259.53000 m 4650.94000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 475.00700 635.41700 Tm (3) Tj ET Q 4899.01000 6259.53000 m 4899.01000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 499.81400 635.41700 Tm (4) Tj ET Q 5147.08000 6259.53000 m 5147.08000 6498.63000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 520.88500 635.41700 Tm (5) Tj ET Q 5320.43000 6259.53000 m 5320.43000 6498.63000 l S 3192.41000 6257.53000 m 5322.42000 6257.53000 l S 3194.40000 6135.99000 m 3194.40000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R92 9.96260 Tf 1 0 0 1 362.89100 617.18600 Tm [ (s) -0.79889 ] TJ /R94 6.97380 Tf 4.66992 -1.49492 Td [ (1) -0.50062 ] TJ ET Q 4154.80000 6135.99000 m 4154.80000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 421.65700 617.18600 Tm (0\0567) Tj ET Q 4402.87000 6135.99000 m 4402.87000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 450.20000 617.18600 Tm (0) Tj ET Q 4650.94000 6135.99000 m 4650.94000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 471.27100 617.18600 Tm (0\0563) Tj ET Q 4899.01000 6135.99000 m 4899.01000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 496.07800 617.18600 Tm (0\0569) Tj ET Q 5147.08000 6135.99000 m 5147.08000 6255.54000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 520.88500 617.18600 Tm (1) Tj ET Q 5320.43000 6135.99000 m 5320.43000 6255.54000 l S 3192.41000 6134 m 5322.42000 6134 l S 3194.40000 6012.45000 m 3194.40000 6132 l S q 10 0 0 10 0 0 cm BT /R92 9.96260 Tf 1 0 0 1 362.89100 604.83200 Tm [ (s) -0.79889 ] TJ /R94 6.97380 Tf 4.66992 -1.49414 Td [ (2) -0.50062 ] TJ ET Q 4154.80000 6012.45000 m 4154.80000 6132 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 421.65700 604.83200 Tm (0\0561) Tj ET Q 4402.87000 6012.45000 m 4402.87000 6132 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 446.46400 604.83200 Tm (0\0568) Tj ET Q 4650.94000 6012.45000 m 4650.94000 6132 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 471.27100 604.83200 Tm (0\0560) Tj ET Q 4899.01000 6012.45000 m 4899.01000 6132 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 496.07800 604.83200 Tm (0\0561) Tj ET Q 5147.08000 6012.45000 m 5147.08000 6132 l S q 10 0 0 10 0 0 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520.88500 592.47800 Tm (0) Tj ET Q 5320.43000 5888.92000 m 5320.43000 6008.47000 l S 3192.41000 5886.92000 m 5322.42000 5886.92000 l S 3194.40000 5765.38000 m 3194.40000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R92 9.96260 Tf 1 0 0 1 362.89100 580.12500 Tm [ (s) -0.79889 ] TJ /R94 6.97380 Tf 4.66992 -1.49492 Td [ (4) -0.50062 ] TJ ET Q 4154.80000 5765.38000 m 4154.80000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 421.65700 580.12500 Tm (0\0561) Tj ET Q 4402.87000 5765.38000 m 4402.87000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 446.46400 580.12500 Tm (0\0560) Tj ET Q 4650.94000 5765.38000 m 4650.94000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 471.27100 580.12500 Tm (0\0562) Tj ET Q 4899.01000 5765.38000 m 4899.01000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 499.81400 580.12500 Tm (0) Tj ET Q 5147.08000 5765.38000 m 5147.08000 5884.93000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 520.88500 580.12500 Tm (0) Tj 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(\054) -313.98400 (we) -301.01100 (search) -301.99400 (for) ] TJ -133.10200 -11.95510 Td [ (a) -363.98300 (mapping) ] TJ /R92 9.96260 Tf 46.54690 0 Td [ (M) -0.10047 ] TJ /R100 9.96260 Tf 10.75120 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 3.43203 0 Td [ (\051) -0.89936 ] TJ /R90 9.96260 Tf 8.74687 0 Td [ (2) -489.68900 (f) ] TJ /R100 9.96260 Tf 16.49490 0 Td (1) Tj /R90 9.96260 Tf 6.64219 0 Td [ <01> -167.78800 <01> -166.80800 <01> -0.80011 ] TJ /R92 9.96260 Tf 13.28400 0 Td [ (n) -0.19972 ] TJ /R90 9.96260 Tf 5.97891 0 Td (g) Tj /R92 9.96260 Tf 4.98203 0 Td [ (\073) -167.78800 (i) -0.49992 ] TJ /R90 9.96260 Tf 12.73200 0 Td [ (2) -489.68900 (f) ] TJ /R100 9.96260 Tf 16.49570 0 Td (1) Tj /R90 9.96260 Tf 6.64219 0 Td [ <01> -167.78800 <01> -166.80800 <01> -0.79889 ] TJ /R92 9.96260 Tf 13.28280 0 Td (m) Tj /R90 9.96260 Tf 8.74727 0 Td (g) Tj /R24 9.96260 Tf 8.60898 0 Td [ (which) -364.00300 (maps) ] TJ -187.24300 -11.95510 Td [ (each) 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9.96260 Tf 4.92695 0 Td [ (\053) -150.80600 (1\051) -0.89936 ] TJ /R90 9.96260 Tf 19.59300 0 Td [ <00> -0.80011 ] TJ /R92 9.96260 Tf 9.24414 0 Td [ (M) -0.10047 ] TJ /R100 9.96260 Tf 10.75120 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 3.43281 0 Td [ (\051) -0.90181 ] TJ /R90 9.96260 Tf 6.64102 0 Td [ <14> -0.79889 ] TJ /R92 9.96260 Tf 10.51600 0 Td [ (g) -1 ] TJ /R24 9.96260 Tf 5.11016 0 Td [ (\056) -303.00600 (Here) ] TJ /R92 9.96260 Tf 27.16800 0 Td [ (g) -1 ] TJ /R24 9.96260 Tf 7.40508 0 Td [ (is) -231.00800 (the) ] TJ -215.13400 -11.95590 Td [ (maximum) -237.98900 (g) 4.98446 (ap) -237.99800 (constraint) -238.00800 (which) -237.98400 (pre) 25.01300 (v) 14.98280 (ents) -237.98500 (neighboring) -237.99700 (poses) ] TJ T* [ (in) -342.00900 (a) -341.98600 (motif) -341.99300 (from) -340.99100 (matching) -341.98800 (to) -342.00900 (positions) -342.00700 (which) -342.00700 (are) -341.99400 (f) 9.99588 (ar) -341.99000 (a) 15.01220 (w) 10 (ay) ] TJ T* [ (from) -249.98700 (each) -250.00500 (other) -249.98800 (in) -249.98500 (the) -249.99000 (sequence\056) ] TJ 11.95510 -12.40270 Td [ (W) 79.98730 (e) -250.00200 <6465026e65> -249.98200 (the) -249.99000 (probabilistic) -249.98600 (support) ] TJ /R92 9.96260 Tf 141.70700 0 Td [ <11> -0.49992 ] TJ /R100 9.96260 Tf 5.30391 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (T) -83.41740 (\073) -0.79889 ] TJ /R22 9.96260 Tf 11.08010 0 Td (P) Tj /R100 9.96260 Tf 6.08672 0 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 6.36523 0 Td [ (as) -249.99500 (follo) 24.99830 (ws\072) ] TJ /R92 9.96260 Tf -177.93000 -30.79730 Td [ <11> -0.49992 ] TJ /R100 9.96260 Tf 5.30391 0 Td [ (\050) -0.89997 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (T) -83.41810 (\073) -0.80011 ] TJ /R22 9.96260 Tf 11.08010 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\051) -278.90800 (\075) -166.80300 (m) -0.30019 (ax) -0.80011 ] TJ /R96 6.97380 Tf 21.14880 -6.42578 Td [ (M) -0.39909 ] TJ 18.02190 18.87890 Td [ (m) -0.70017 ] TJ /R122 9.96260 Tf -2.82969 -2.98906 Td [ (Y) -0.80011 ] TJ /R96 6.97380 Tf -0.08828 -21.21880 Td [ (i) -0.19955 ] TJ /R94 6.97380 Tf 2.81797 0 Td [ (\0751) -0.49887 ] TJ /R22 9.96260 Tf 11.74800 11.75470 Td (p) Tj /R94 6.97380 Tf 5.53906 5.17500 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11406 0 Td [ (M) -0.39909 ] TJ /R94 6.97380 Tf 8.34492 0 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11328 0 Td [ (i) -0.19955 ] TJ /R94 6.97380 Tf 2.81875 0 Td [ (\051) -0.39909 (\051) -0.40085 ] TJ /R96 6.97380 Tf -17.39100 -9.06875 Td [ (t) -0.59864 ] TJ /R104 4.98130 Tf 3.01016 1.99570 Td [ (\050) -0.69841 ] TJ /R106 4.98130 Tf 2.69805 0 Td [ (i) -0.60039 ] TJ /R104 4.98130 Tf 2.65781 0 Td [ (\051) -0.69841 ] TJ /R92 9.96260 Tf -74.09880 -23.20660 Td [ (s) -0.80011 (\072) -0.80011 (t) -0.10047 (\072) -1000.78000 (M) -0.10047 ] TJ /R100 9.96260 Tf 34.51680 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87422 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 3.43203 0 Td [ (\051) -0.89936 ] TJ /R92 9.96260 Tf 6.64180 0 Td [ (\074) -278.78400 (M) -0.10047 ] TJ /R100 9.96260 Tf 21.26720 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 5.64570 0 Td [ (\053) -222.79400 (1\051) -0.89936 ] TJ /R92 9.96260 Tf 18.81800 0 Td [ (\073) -1167.82000 (M) -0.10047 ] TJ /R100 9.96260 Tf 25.14220 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 5.64609 0 Td [ (\053) -222.79400 (1\051) -0.90181 ] TJ /R90 9.96260 Tf 21.03320 0 Td [ <00> -0.79889 ] TJ /R92 9.96260 Tf 9.96172 0 Td [ (M) -0.10047 ] TJ /R100 9.96260 Tf 10.75230 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 3.43203 0 Td [ (\051) -0.90181 ] TJ /R90 9.96260 Tf 6.64180 0 Td [ <14> -0.79889 ] TJ /R92 9.96260 Tf 10.51600 0 Td [ (g) -1 ] TJ /R24 9.96260 Tf 0.27617 -11.37730 Td (\0501\051) Tj -224.63400 -11.95470 Td [ (W) 79.98730 (e) -265.01900 (no) 24.98600 (w) -265.01200 (sho) 24.99220 (w) -265.99200 (that) -265 (this) -264.98900 (objecti) 25 (v) 14.98280 (e) -265.02000 (function) -264.98800 (can) -265.99700 (be) -265.01500 (optimized) ] TJ T* [ (ef) 25.00810 <026369656e746c79> -406.01300 (by) -406.98100 (dynamic) -405.98500 (programming\056) -778.99900 (Let) ] TJ /R92 9.96260 Tf 178.38900 0 Td [ (T) -0.39944 ] TJ /R100 9.96260 Tf 7.20586 0 Td [ (\050) -0.90181 (1) -567.01300 (\072) -0.79889 ] TJ /R92 9.96260 Tf 22.92890 0 Td [ (n) -0.19850 ] TJ /R94 6.97380 Tf 5.98008 -1.49492 Td [ (1) -0.50062 ] TJ /R100 9.96260 Tf 4.46992 1.49492 Td [ (\051) -567.92000 (\075) -0.79889 ] TJ -218.97400 -11.95510 Td [ (\050) -0.89997 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (t) -0.10047 ] TJ /R94 6.97380 Tf 3.59805 3.61484 Td [ (\050) -0.39997 (1) -0.49974 (\051) -0.39997 ] TJ /R92 9.96260 Tf 10.69610 -3.61484 Td [ (\073) -0.80011 ] TJ /R90 9.96260 Tf 4.42812 0 Td [ <01> -167.78900 <01> -166.80900 <01> -0.80011 ] TJ /R92 9.96260 Tf 14.94370 0 Td [ (\073) -167.78900 (t) -0.10047 ] TJ /R94 6.97380 Tf 8.02500 3.61484 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11328 0 Td [ (n) -0.20130 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (1) -0.60039 ] TJ /R94 6.97380 Tf 3.88867 0.99570 Td [ (\051) -0.39909 ] TJ /R100 9.96260 Tf 3.61133 -3.61484 Td [ (\051) -0.89936 ] TJ /R24 9.96260 Tf 7.43984 0 Td (and) Tj /R22 9.96260 Tf 17.95120 0 Td (P) Tj /R100 9.96260 Tf 6.08672 0 Td [ (\050) -0.89936 (1) -478.01000 (\072) -0.80011 ] TJ /R92 9.96260 Tf 21.13830 0 Td [ (n) -0.19972 ] TJ /R94 6.97380 Tf 5.97969 -1.49492 Td [ (2) -0.50062 ] TJ /R100 9.96260 Tf 4.46914 1.49492 Td [ (\051) -478.91400 (\075) -477.81000 (\050) -0.89936 ] TJ /R22 9.96260 Tf 25.01290 0 Td (p) Tj /R94 6.97380 Tf 5.53906 3.61484 Td [ (\050) -0.40259 (1) -0.50062 (\051) -0.39909 ] TJ /R92 9.96260 Tf 10.69610 -3.61484 Td [ (\073) -0.79889 ] TJ /R90 9.96260 Tf 4.42812 0 Td [ <01> -167.78800 <01> -166.80800 <01> -0.79889 ] TJ /R92 9.96260 Tf 14.94370 0 Td [ (\073) -0.79889 ] TJ /R22 9.96260 Tf 4.42695 0 Td (p) Tj /R94 6.97380 Tf 5.54023 3.61484 Td [ (\050) -0.40259 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (n) -0.19955 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (2) -0.60284 ] TJ /R94 6.97380 Tf 3.88789 0.99570 Td [ (\051) -0.40259 ] TJ /R100 9.96260 Tf 3.61211 -3.61484 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 3.87383 0 Td [ (\056) -634.00900 (Let) ] TJ /R92 9.96260 Tf -214.16700 -11.95590 Td [ (f) -0.60039 ] TJ /R100 9.96260 Tf 5.95000 0 Td [ (\050) -0.89997 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (T) -0.40006 ] TJ /R100 9.96260 Tf 7.20625 0 Td [ (\050) -0.89997 (1) -317.99700 (\072) -0.80011 ] TJ /R92 9.96260 Tf 17.95780 0 Td [ (n) -0.20033 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (1) -0.49974 ] TJ /R100 9.96260 Tf 4.46914 1.49414 Td [ (\051) -0.89997 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (\073) -0.80011 ] TJ /R22 9.96260 Tf 4.42773 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\050) -0.89936 (1) -317.99700 (\072) -0.80011 ] TJ /R92 9.96260 Tf 17.95780 0 Td [ (n) -0.19972 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (2) -0.50062 ] TJ /R100 9.96260 Tf 4.46914 1.49414 Td [ (\051) -0.89936 (\051) -0.90058 ] TJ /R24 9.96260 Tf 10.45590 0 Td [ (denote) -272.02000 (the) -271.00600 (probabilistic) -271.98400 (support) -272.00400 (of) ] TJ -98.68980 -11.95510 Td (matching) Tj /R92 9.96260 Tf 40.63010 0 Td [ (T) -0.40006 ] TJ /R100 9.96260 Tf 7.20586 0 Td [ (\050) -0.89997 (1) -474.98900 (\072) -0.80011 ] TJ /R92 9.96260 Tf 21.08010 0 Td [ (n) -0.19972 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (1) -0.50062 ] TJ /R100 9.96260 Tf 4.46992 1.49414 Td [ (\051) -0.89936 ] TJ /R24 9.96260 Tf 7.42383 0 Td (to) Tj /R22 9.96260 Tf 11.30000 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\050) -0.89936 (1) -474.99100 (\072) -0.80011 ] TJ /R92 9.96260 Tf 21.08090 0 Td [ (n) -0.19972 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (2) -0.50062 ] TJ /R100 9.96260 Tf 4.46914 1.49414 Td [ (\051) -0.89936 ] TJ /R24 9.96260 Tf 7.42383 0 Td [ (with) -355.99700 (the) -356.99200 (condition) -356.01700 (that) ] TJ /R92 9.96260 Tf -143.13100 -11.95510 Td [ (t) -0.10047 ] TJ /R94 6.97380 Tf 3.59805 3.61484 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (n) -0.19955 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (1) -0.59916 ] TJ /R94 6.97380 Tf 3.88789 0.99570 Td [ (\051) -0.39997 ] TJ /R24 9.96260 Tf 6.75312 -3.61484 Td [ (is) -314.99300 (matched) -316.01000 (to) ] TJ /R22 9.96260 Tf 57.57380 0 Td (p) Tj /R94 6.97380 Tf 5.53906 3.61484 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11328 0 Td [ (n) -0.20130 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (2) -0.60039 ] TJ /R94 6.97380 Tf 3.88789 0.99570 Td [ (\051) -0.39909 ] TJ /R24 9.96260 Tf 3.61211 -3.61484 Td [ (\056) -505.99200 (Hence) ] TJ /R92 9.96260 Tf 36.11800 0 Td [ (f) -0.59916 ] TJ /R100 9.96260 Tf 5.95000 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (T) -0.39944 ] TJ /R100 9.96260 Tf 7.20586 0 Td [ (\050) -0.90181 (1) -399.00200 (\072) -0.79889 ] TJ /R92 9.96260 Tf 19.56910 0 Td [ (n) -0.19850 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (1) -0.50062 ] TJ /R100 9.96260 Tf 4.46875 1.49414 Td [ (\051) -0.90181 ] TJ /R92 9.96260 Tf 3.87422 0 Td [ (\073) -0.79889 ] TJ /R22 9.96260 Tf 4.42812 0 Td (P) Tj /R100 9.96260 Tf 6.08672 0 Td [ (\050) -0.90181 (1) -399.00200 (\072) -0.79889 ] TJ /R92 9.96260 Tf 19.56910 0 Td [ (n) -0.19850 ] TJ /R94 6.97380 Tf 5.98008 -1.49414 Td [ (2) -0.50062 ] TJ /R100 9.96260 Tf 4.46875 1.49414 Td [ (\051) -0.90181 (\051) -0.89936 ] TJ /R24 9.96260 Tf -228.50100 -11.95510 Td [ (can) -250.00100 (be) -249.99700 (computed) -250.00600 (by\072) ] TJ /R92 9.96260 Tf 6.35898 -22.38010 Td [ (f) -0.60039 ] TJ /R100 9.96260 Tf 5.95000 0 Td [ (\050) -0.89997 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (T) -0.40006 ] TJ /R100 9.96260 Tf 7.20625 0 Td [ (\050) -0.89997 (1) -278.00300 (\072) -0.80011 ] TJ /R92 9.96260 Tf 17.15780 0 Td [ (n) -0.20033 ] TJ /R94 6.97380 Tf 5.98008 -1.49375 Td [ (1) -0.49974 ] TJ /R100 9.96260 Tf 4.46875 1.49375 Td [ (\051) -0.89936 ] TJ /R92 9.96260 Tf 3.87422 0 Td [ (\073) -0.80011 ] TJ /R22 9.96260 Tf 2.76797 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\050) -0.89936 (1) -278.00400 (\072) -0.80011 ] TJ /R92 9.96260 Tf 17.15780 0 Td [ (n) -0.19972 ] TJ /R94 6.97380 Tf 5.98008 -1.49375 Td [ (2) -0.50062 ] TJ /R100 9.96260 Tf 4.46914 1.49375 Td [ (\051) -0.89936 (\051) -278.88500 (\075) -0.80011 ] TJ /R22 9.96260 Tf -64.66020 -17.97700 Td (p) Tj /R94 6.97380 Tf 5.53906 5.17500 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (n) -0.19955 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (2) -0.59916 ] TJ /R94 6.97380 Tf 3.88789 0.99570 Td [ (\051) -0.39997 ] TJ /R96 6.97380 Tf -11.92580 -9.31797 Td [ (t) -0.60039 ] TJ /R104 4.98130 Tf 3.00977 2.24492 Td [ (\050) -0.69964 ] TJ /R106 4.98130 Tf 2.69805 0 Td [ (n) -0.80011 ] TJ /R104 4.98130 Tf 4.38711 -1.49492 Td [ (1) -0.59916 ] TJ 3.88906 1.49492 Td [ (\051) -0.69964 ] TJ /R90 9.96260 Tf 3.69414 1.89805 Td [ <02> -0.80011 ] TJ /R100 9.96260 Tf 32.34300 0 Td [ (m) -0.30019 (ax) -0.80011 ] TJ /R96 6.97380 Tf -24.59410 -6.89102 Td [ (i) -0.19955 ] TJ /R120 6.97380 Tf 2.81914 0 Td [ (2) -0.79994 (f) -0.29932 ] TJ /R96 6.97380 Tf 9.45000 0 Td [ (n) -0.20130 ] TJ /R104 4.98130 Tf 4.92500 -0.99570 Td [ (2) -0.60039 ] TJ /R120 6.97380 Tf 3.88789 0.99570 Td [ <00> -0.89971 ] TJ /R96 6.97380 Tf 6.22695 0 Td [ (g) -36.29130 (\073) -0.29932 ] TJ /R120 6.97380 Tf 6.50312 0 Td [ <01> -0.29932 <01> -0.29932 <01> -0.29932 ] TJ /R96 6.97380 Tf 8.45898 0 Td [ (\073) -0.29932 (n) -0.20130 ] TJ /R104 4.98130 Tf 7.29102 -0.99570 Td [ (2) -0.60039 ] TJ /R120 6.97380 Tf 3.88789 0.99570 Td [ <00> -0.89971 ] TJ /R94 6.97380 Tf 6.22695 0 Td [ (1) -0.50062 ] TJ /R120 6.97380 Tf 3.97109 0 Td [ (g) -0.29932 ] TJ /R92 9.96260 Tf 5.74297 6.89102 Td [ (f) -0.59916 ] TJ /R100 9.96260 Tf 5.94883 0 Td [ (\050) -0.89936 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (T) -0.39944 ] TJ /R100 9.96260 Tf 7.20508 0 Td [ (\050) -0.89936 (1) -278.00400 (\072) -0.79889 ] TJ /R92 9.96260 Tf 17.15820 0 Td [ (n) -0.19850 ] TJ /R94 6.97380 Tf 5.97969 -1.49375 Td [ (1) -0.50062 ] TJ /R90 9.96260 Tf 6.68320 1.49375 Td [ <00> -0.79889 ] TJ /R100 9.96260 Tf 9.96289 0 Td [ (1\051) -0.90181 ] TJ /R92 9.96260 Tf 8.85625 0 Td [ (\073) -0.79889 ] TJ /R22 9.96260 Tf 4.42773 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\050) -0.90181 (1) -278.00300 (\072) -0.79889 ] TJ /R92 9.96260 Tf 17.15700 0 Td [ (i) -0.49992 ] TJ /R100 9.96260 Tf 3.43281 0 Td [ (\051) -0.90181 (\051) -0.89936 ] TJ /R24 9.96260 Tf 0.83125 -17.42070 Td (\0502\051) Tj ET Q /R34 gs q 3088.82000 6264 1160.31000 935.99200 re W n 1.56550 w 1 j 1 G 3217.03000 6372.19000 1019.14000 800.75800 re S 0 G 3217.03000 7172.95000 m 4236.17000 7172.95000 l S 3217.03000 6372.19000 m 4236.17000 6372.19000 l S 4236.17000 6372.19000 m 4236.17000 7172.95000 l S 3217.03000 6372.19000 m 3217.03000 7172.95000 l S 3217.03000 6372.19000 m 4236.17000 6372.19000 l S 3217.03000 6372.19000 m 3217.03000 7172.95000 l S 3388.45000 6372.19000 m 3388.45000 6383.93000 l S 3388.45000 7172.95000 m 3388.45000 7163.55000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 336.73200 632.99200 Tm (10) Tj ET Q 3581.01000 6372.19000 m 3581.01000 6383.93000 l S 3581.01000 7172.95000 m 3581.01000 7163.55000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 355.98700 632.99200 Tm (20) Tj ET Q 3773.56000 6372.19000 m 3773.56000 6383.93000 l S 3773.56000 7172.95000 m 3773.56000 7163.55000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 375.24300 632.99200 Tm (30) Tj ET Q 3966.13000 6372.19000 m 3966.13000 6383.93000 l S 3966.13000 7172.95000 m 3966.13000 7163.55000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 394.49900 632.99200 Tm (40) Tj ET Q 4158.68000 6372.19000 m 4158.68000 6383.93000 l S 4158.68000 7172.95000 m 4158.68000 7163.55000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 413.75500 632.99200 Tm (50) Tj ET Q 3217.03000 6372.19000 m 3226.42000 6372.19000 l S 4236.17000 6372.19000 m 4224.43000 6372.19000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 318.65000 635.81000 Tm (0) Tj ET Q 3217.03000 6517.78000 m 3226.42000 6517.78000 l S 4236.17000 6517.78000 m 4224.43000 6517.78000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 315.59700 650.36900 Tm (0\0562) Tj ET Q 3217.03000 6663.38000 m 3226.42000 6663.38000 l S 4236.17000 6663.38000 m 4224.43000 6663.38000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 315.59700 664.92900 Tm (0\0564) Tj ET Q 3217.03000 6811.31000 m 3226.42000 6811.31000 l S 4236.17000 6811.31000 m 4224.43000 6811.31000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 315.59700 679.72200 Tm (0\0566) Tj ET Q 3217.03000 6954.56000 m 3226.42000 6954.56000 l S 4236.17000 6954.56000 m 4224.43000 6954.56000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 315.59700 694.04700 Tm (0\0568) Tj ET Q 3217.03000 7100.15000 m 3226.42000 7100.15000 l S 4236.17000 7100.15000 m 4224.43000 7100.15000 l S q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 318.65000 708.60600 Tm (1) Tj ET Q 3217.03000 7172.95000 m 4236.17000 7172.95000 l S 3217.03000 6372.19000 m 4236.17000 6372.19000 l S 4236.17000 6372.19000 m 4236.17000 7172.95000 l S 3217.03000 6372.19000 m 3217.03000 7172.95000 l S 12.52400 w 1 0 0 RG 3658.50000 7079.02000 m 3714.86000 7079.02000 l S 3581.01000 6973.34000 m 3714.86000 6973.34000 l S 3696.07000 7100.15000 m 3947.34000 7100.15000 l S 3543.43000 6738.52000 m 3581.01000 6738.52000 l S 3581.01000 7017.96000 m 3984.91000 7017.96000 l S 0 1 0 RG 3524.65000 6616.41000 m 3581.01000 6616.41000 l S 4139.89000 6442.64000 m 4158.68000 6442.64000 l S 4081.19000 6496.64000 m 4099.97000 6496.64000 l S Q q 3217.03000 6369.84000 1021.49000 803.10500 re W n 12.52400 w 1 j 0 1 0 RG 3811.14000 6374.54000 m 4158.68000 6374.54000 l S Q q 3088.82000 6264 1160.31000 935.99200 re W n 12.52400 w 1 j 0 1 0 RG 3773.56000 6550.66000 m 4139.89000 6550.66000 l S 0 0 1 RG 4043.61000 6536.57000 m 4099.97000 6536.57000 l S 3543.43000 6623.45000 m 3562.22000 6623.45000 l S Q q 3217.03000 6369.84000 1021.49000 803.10500 re W n 12.52400 w 1 j 0 0 1 RG 3792.35000 6374.54000 m 4177.46000 6374.54000 l S Q q 3088.82000 6264 1160.31000 935.99200 re W n 12.52400 w 1 j 0 0 1 RG 4099.97000 6475.51000 m 4215.04000 6475.51000 l S Q q 3217.03000 6369.84000 1021.49000 803.10500 re W n 12.52400 w 1 j 0 0 1 RG 3235.81000 6447.33000 m 3581.01000 6447.33000 l S Q q 3088.82000 6264 1160.31000 935.99200 re W n q 10 0 0 10 0 0 cm BT /R124 4.69650 Tf 1 0 0 1 359.27500 628.06100 Tm (frame index) Tj 0 1 -1 0 313.01400 659.76200 Tm (matching score) Tj ET Q 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 373.47500 681.90700 Tm (Mined Patterns of Class 1) Tj ET Q 0 1 1 0 k 3661.33000 6824.57000 58.30470 15.11720 re f 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 373.47500 677.21100 Tm (Mined Patterns of Class 2) Tj ET Q 0.75000 0 1 0 k 3661.33000 6777.61000 58.30470 15.11720 re f 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R124 3.75720 Tf 1 0 0 1 373.47500 672.82700 Tm (Mined Patterns of Class 3) Tj ET Q 1 1 0 0 k 3661.33000 6733.78000 58.30470 15.11330 re f 6.26200 w 0 0 0 1 K 3641.68000 6709.16000 561.42200 146.82800 re S Q q 4274.01000 6264 1176.92000 935.99200 re W n 1.59630 w 1 j 1 G 4404.91000 6364.27000 1038.78000 816.18800 re S 0 G 4404.91000 7180.46000 m 5443.70000 7180.46000 l S 4404.91000 6364.27000 m 5443.70000 6364.27000 l S 5443.69000 6364.27000 m 5443.69000 7180.46000 l S 4404.91000 6364.27000 m 4404.91000 7180.46000 l S 4404.91000 6364.27000 m 5443.70000 6364.27000 l S 4404.91000 6364.27000 m 4404.91000 7180.46000 l S 4558.10000 6364.27000 m 4558.10000 6376.24000 l S 4558.10000 7180.46000 m 4558.10000 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 453.65500 632.11900 Tm (20) Tj ET Q 4723.25000 6364.27000 m 4723.25000 6376.24000 l S 4723.25000 7180.46000 m 4723.25000 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 470.17100 632.11900 Tm (40) Tj ET Q 4886 6364.27000 m 4886 6376.24000 l S 4886 7180.46000 m 4886 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 486.44600 632.11900 Tm (60) Tj ET Q 5048.77000 6364.27000 m 5048.77000 6376.24000 l S 5048.77000 7180.46000 m 5048.77000 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 502.72300 632.11900 Tm (80) Tj ET Q 5213.92000 6364.27000 m 5213.92000 6376.24000 l S 5213.92000 7180.46000 m 5213.92000 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 518.28000 632.11900 Tm (100) Tj ET Q 5376.68000 6364.27000 m 5376.68000 6376.24000 l S 5376.68000 7180.46000 m 5376.68000 7170.88000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 534.55600 632.11900 Tm (120) Tj ET Q 4404.91000 6366.66000 m 4414.48000 6366.66000 l S 5443.69000 6366.66000 m 5431.73000 6366.66000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 434.26800 635.23000 Tm (0\0566) Tj ET Q 4404.91000 6529.42000 m 4414.48000 6529.42000 l S 5443.69000 6529.42000 m 5431.73000 6529.42000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 434.26800 651.50600 Tm (0\0567) Tj ET Q 4404.91000 6692.18000 m 4414.48000 6692.18000 l S 5443.69000 6692.18000 m 5431.73000 6692.18000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 434.26800 667.78200 Tm (0\0568) Tj ET Q 4404.91000 6854.94000 m 4414.48000 6854.94000 l S 5443.69000 6854.94000 m 5431.73000 6854.94000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 434.26800 684.05800 Tm (0\0569) Tj ET Q 4404.91000 7017.70000 m 4414.48000 7017.70000 l S 5443.69000 7017.70000 m 5431.73000 7017.70000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 437.38000 700.33400 Tm (1) Tj ET Q 4404.91000 7180.46000 m 4414.48000 7180.46000 l S 5443.69000 7180.46000 m 5431.73000 7180.46000 l S q 10 0 0 10 0 0 cm BT /R126 3.82960 Tf 1 0 0 1 434.26800 716.60900 Tm (1\0561) Tj ET Q 4404.91000 7180.46000 m 5443.70000 7180.46000 l S 4404.91000 6364.27000 m 5443.70000 6364.27000 l S 5443.69000 6364.27000 m 5443.69000 7180.46000 l S 4404.91000 6364.27000 m 4404.91000 7180.46000 l S 12.76590 w 1 0 0 RG 4558.10000 6730.48000 m 4615.54000 6730.48000 l S 4608.36000 7017.70000 m 4713.67000 7017.70000 l S 4534.16000 6553.36000 m 4558.10000 6553.36000 l S 4682.56000 6756.80000 m 4713.67000 6756.80000 l S 4558.10000 6831 m 4730.43000 6831 l S 0 1 0 RG 4862.07000 6974.61000 m 5000.90000 6974.61000 l S 4967.38000 6720.90000 m 5024.83000 6720.90000 l S 4909.94000 6627.56000 m 4950.63000 6627.56000 l S 4943.45000 6936.32000 m 5008.08000 6936.32000 l S 4869.25000 7017.70000 m 4950.63000 7017.70000 l S 0 0 1 RG 5122.96000 7017.70000 m 5139.72000 7017.70000 l S 5156.47000 6936.32000 m 5237.85000 6936.32000 l S 5254.61000 6661.07000 m 5288.12000 6661.07000 l S 5156.47000 6969.83000 m 5197.16000 6969.83000 l S 5230.67000 6854.94000 m 5261.79000 6854.94000 l S Q q 4404.91000 6361.88000 1041.18000 818.58200 re W n [ 1.59630 12.76590 19.14890 12.76590 ] 0 d 6.38297 w 1 j 4838.14000 6361.88000 m 4838.14000 7180.45000 l S 5115.79000 6361.88000 m 5115.79000 7180.45000 l S Q q 4274.01000 6264 1176.92000 935.99200 re W n q 10 0 0 10 0 0 cm BT /R126 4.78698 Tf 1 0 0 1 478.78700 627.09200 Tm (frame index) Tj 0 1 -1 0 431.63500 659.40500 Tm (matching score) Tj ET Q 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R126 4.03560 Tf 1 0 0 1 448.32500 713.58600 Tm (Mined Patterns of Class 1) Tj ET Q 0 1 1 0 k 4430.68000 7139.25000 41.74610 18.45700 re f 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R126 4.03560 Tf 1 0 0 1 448.32500 708.81600 Tm (Mined Patterns of Class 2) Tj ET Q 0.75000 0 1 0 k 4430.68000 7088.17000 41.74610 18.69920 re f 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R126 4.03560 Tf 1 0 0 1 448.32500 703.88400 Tm (Mined Patterns of Class 3) Tj ET Q 1 1 0 0 k 4430.68000 7045.25000 41.74610 17.63670 re f 0 0 0 1 k q 10 0 0 10 0 0 cm BT /R128 4.03560 Tf 1 0 0 1 485.83000 686.20900 Tm (t\07554) Tj 27.67620 -0.22578 Td (t\07588) Tj ET Q 4.48400 w 0 0 0 1 K 4426.20000 7031.45000 557.45700 141.24600 re S Q q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 308.86200 608.06900 Tm [ (Figure) -446.01900 (2\072) -701.00800 (Left\072) -701.01000 (matching) -444.98900 (the) -445.99400 (mined) -445 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -446 (of) ] TJ 11.95630 TL T* [ (Classes) -200.99600 (1\054) -211.01600 (2) -200.98100 (and) -201.02000 (3) -202 (to) -201.01300 (a) -200.99100 (sequence) -200.98100 (of) -200.98600 (Class) -202.01500 (1) -200.98100 (\050length) -201.00600 (54\051\056) -293.98000 (Each) ] TJ 11.95510 TL T* [ (line) -213.00900 (se) 15.01960 (gment) -212.01900 <6465026e6573> -213.00100 (the) -213.01600 (matchi) 1.00473 (ng) -213.01300 (re) 15.00730 (gions) -212.99400 (of) -212.00400 (each) -212.99400 (motif) -212.99400 (and) ] TJ T* [ (its) -272.99400 (y\055axis) -272.99900 (v) 24.98110 (alue) -273.01100 (gi) 24.98850 (v) 14.98280 (es) -273.01100 (the) -273.00600 (matching) -273.01800 (score\056) -378.99600 (Right\072) -356.99400 (a) -273.01800 (long) -272.98900 (se\055) ] TJ T* [ (quence) -293.00700 (is) -292.99800 (composed) -293.02000 (by) -293 (sequences) -293 (from) -293 (classes) -292.99500 (1\054) -303.97900 (2) -293.00500 (and) -293.00500 (3\054) ] TJ T* [ (respecti) 24.98600 (v) 14.98280 (ely) -372.98900 (\050lengths) -373.00900 (54\054) -405.01800 (34) -372.98700 (and) -372.99200 (40\051\056) -679.99400 (W) 79.98660 (e) -373.00100 (match) -372.98200 (the) -374.00600 (k) 10.00320 (e) 15.01220 (y\055) ] TJ T* [ (pose\055motifs) -283.98700 (of) -285.00900 (the) -285.00400 (three) -283.99200 (classes) -284.99700 (to) -284.02100 (the) -285.00100 (long) -284.00700 (sequence\056) -414.00400 (This) ] TJ 11.95590 TL T* [ (sho) 24.99340 (ws) -340.99200 (that) -340.98700 (motifs) -339.98700 (can) -341.00400 (be) -341.00200 (used) -340.99200 (to) -340.01200 (roughly) -341.01200 (detect) -340.99700 (the) -340.99200 (starts) ] TJ 11.95510 TL T* [ (and) -249.99300 (ends) -249.98500 (of) -249.99500 (actions\056) ] TJ 11.95470 -34.35700 Td [ (Using) -266.98700 (Eq\056\0502\051\054) -271.98200 (we) -267.01700 (can) -267.99700 (ef) 25.00560 <026369656e746c79> -267.01400 (compute) -266.99000 (a) -268 (probabilistic) ] TJ -11.95470 -11.95590 Td [ (support) -313.01600 (matrix) ] TJ /R92 9.96260 Tf 62.12770 0 Td [ (f) -0.60039 ] TJ /R100 9.96260 Tf 5.95000 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87500 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 6.98789 0 Td [ (of) -313.00400 (dimension) ] TJ /R92 9.96260 Tf 56.04220 0 Td (m) Tj /R90 9.96260 Tf 11.42300 0 Td [ <02> -0.80379 ] TJ /R92 9.96260 Tf 10.42500 0 Td [ (n) -0.20095 ] TJ /R24 9.96260 Tf 5.98008 0 Td [ (\056) -497.99000 (W) 79.98660 (e) -311.99200 (iterate) -313.00200 (o) 14.98280 (v) 14.98280 (er) ] TJ -167.23900 -11.95510 Td [ (the) -291.98300 (last) -292.01300 (ro) 25.01790 (w) -291.00800 (of) -291.98800 (the) -291.98300 (matrix) -292.00500 (and) -291.98600 <026e64> -290.98600 (out) -292.01000 (the) -291.98100 (maximum) -292.02000 (v) 24.98110 (alue) ] TJ T* [ (which) -249.98300 (is) ] TJ /R92 9.96260 Tf 35.97500 0 Td [ <11> -0.49992 ] TJ /R100 9.96260 Tf 5.30391 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (T) -83.41740 (\073) -0.79889 ] TJ /R22 9.96260 Tf 11.08010 0 Td (P) Tj /R100 9.96260 Tf 6.08711 0 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 3.87500 0 Td (\056) Tj /R22 10.95890 Tf -66.19490 -21.25000 Td [ (4\0562\056) -250.00400 (The) -250 (Expansion) -249.98900 (Algorithm) ] TJ /R24 9.96260 Tf 11.95470 -18.37380 Td [ (The) -348.99600 (e) 15.01220 (xpansion) -349.98600 (algorithm) -349 (enables) -350.01000 (us) -348.99100 (to) -348.99100 (mine) -350 (k) 10.00320 (e) 15.01220 (y\055pose\055) ] TJ -11.95470 -11.95510 Td [ (motifs) -291.01500 (by) -291 (ef) 25.00810 <026369656e746c79> -291.01300 (searching) -291 (o) 14.98280 (v) 14.98280 (er) -291.02000 (the) -291.98100 (enormous) -291.02000 (space) -291.01000 (of) ] TJ T* [ (deterministic) -316.99600 (sequences\056) -511.98100 (It) -317.98100 (e) 15.01220 (xploits) -317.00100 (the) -318.01600 (f) 9.99343 (act) -317.00600 (that) -316.99100 (lar) 17.99700 (ger) -317.99100 (se\055) ] TJ 11.95590 TL T* [ (quences) -362.99100 (are) -363.99100 (compositions) -363.00800 (of) -364.01800 (smaller) -363.01800 (sequences\056) -651.01400 (Suppose) ] TJ 11.95510 TL T* [ (a) -452.00800 (sequence) ] TJ /R92 9.96260 Tf 49.94690 0 Td [ (T) -0.39944 ] TJ /R100 9.96260 Tf 13.70390 0 Td [ (\075) -652.80000 (\050) -0.90181 ] TJ /R92 9.96260 Tf 18.12110 0 Td [ (t) -0.09802 ] TJ /R94 6.97380 Tf 3.59805 3.61602 Td [ (\050) -0.40259 (1) -0.50062 (\051) -0.39909 ] TJ /R92 9.96260 Tf 10.69610 -3.61602 Td [ (\073) -0.79889 ] TJ /R90 9.96260 Tf 4.42773 0 Td [ <01> -167.79100 <01> -166.81000 <01> -0.80379 ] TJ /R92 9.96260 Tf 14.94300 0 Td [ (\073) -167.79100 (t) -0.10292 ] TJ /R94 6.97380 Tf 8.02617 3.61602 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf 4.40391 0 Td [ (\0531) -0.49712 (\051) -0.39909 ] TJ /R100 9.96260 Tf 13.69920 -3.61602 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 8.37891 0 Td [ (is) -451.98800 (a) -452.00800 (k) 10.00320 (e) 15.01220 (y\055pose\055motif\054) ] TJ -153.05800 -11.95510 Td [ (then) -302.01600 (we) -301.99100 (can) -303.01100 (guarantee) -301.98600 (that) -302.01300 (its) -302.00800 (head) -301.98900 (and) -303.00300 (tail) -302.00800 (sub\055sequences) ] TJ /R92 9.96260 Tf T* [ (T) -0.39944 ] TJ /R96 6.97380 Tf 7.20586 3.61523 Td [ (h) -0.80169 (ea) -0.70017 (d) -0.70017 ] TJ /R100 9.96260 Tf 22.94610 -3.61523 Td [ (\075) -556.81600 (\050) -0.90181 ] TJ /R92 9.96260 Tf 17.15900 0 Td [ (t) -0.09802 ] TJ /R94 6.97380 Tf 3.59805 3.61523 Td [ (\050) -0.40259 (1) -0.50062 (\051) -0.39909 ] TJ /R92 9.96260 Tf 10.69570 -3.61523 Td [ (\073) -0.79889 ] TJ /R90 9.96260 Tf 4.42734 0 Td [ <01> -167.78800 <01> -166.80800 <01> -0.79889 ] TJ /R92 9.96260 Tf 14.94370 0 Td [ (\073) -167.78800 (t) -0.09802 ] TJ /R94 6.97380 Tf 8.02617 3.61523 Td [ (\050) -0.40259 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf 4.40391 0 Td [ (\051) -0.40259 ] TJ /R100 9.96260 Tf 3.61094 -3.61523 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 7.86016 0 Td (and) Tj /R92 9.96260 Tf 18.37190 0 Td [ (T) -0.39699 ] TJ /R96 6.97380 Tf 7.20508 3.61523 Td [ (t) -0.60214 (a) -0.69316 (i) -0.19605 (l) -0.30807 ] TJ /R100 9.96260 Tf 18.74410 -3.61523 Td [ (\075) -556.81900 (\050) -0.90181 ] TJ /R92 9.96260 Tf 17.15780 0 Td [ (t) -0.10292 ] TJ /R94 6.97380 Tf 3.59805 3.61523 Td [ (\050) -0.39909 (2) -0.49712 (\051) -0.40610 ] TJ /R92 9.96260 Tf 10.69610 -3.61523 Td [ (\073) -0.80379 ] TJ /R90 9.96260 Tf 4.42812 0 Td [ <01> -167.79100 <01> -166.81000 <01> -0.80379 ] TJ /R92 9.96260 Tf 14.94370 0 Td [ (\073) -167.79100 (t) -0.10292 ] TJ /R94 6.97380 Tf 8.02500 3.61523 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf 4.40430 0 Td [ (\0531) -0.49712 (\051) -0.39909 ] TJ /R100 9.96260 Tf 13.69880 -3.61523 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf -232.37600 -11.95470 Td [ (are) -331.01600 (also) -330.98900 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -330.99900 (\050note) -330.99400 (that\054) -350.98100 (by) -330.99400 (equation) -331.01800 (\0501\051\054) -351 (these) ] TJ 11.95630 TL T* [ (subsequences) -329.99600 (must) -329.99400 (ha) 19.99670 (v) 14.98280 (e) -329.00900 (higher) -330.00900 (support) -329.99400 (than) -330.00900 (the) -330.01400 (sequence) ] TJ 11.95470 TL T* [ (and) -444 (hence) -444.00700 (their) -443.01200 (supports) -444.00900 (will) -444.01900 (be) -444.00400 (abo) 14.98280 (v) 14.98280 (e) -442.99000 (threshold\051\056) -892.01300 (Un\055) ] TJ T* [ (lik) 10.01790 (e) -478.98400 (e) 15.01220 (xisting) -477.99600 (methods) -478.98100 (which) -479.00300 (do) -479.00800 (not) -477.97900 (ha) 19.99670 (v) 14.98280 (e) -478.98400 (the) -479.00800 (maximum) ] TJ T* [ (g) 4.98446 (ap) -376.99600 (constraints) -378.01800 (\13333\135\054) -408.98600 (it) -376.98100 (is) -376.98100 (not) -377.99600 (guaranteed) -376.99100 (that) -376.98100 (all) -376.98600 (the) -378.00600 (oth\055) ] TJ T* [ (er) -430.99400 (sub\055sequences\054) -474.99400 (e\056g\056\054) ] TJ /R100 9.96260 Tf 98.42230 0 Td [ (\050) -0.90181 ] TJ /R92 9.96260 Tf 3.87383 0 Td [ (t) -0.10292 ] TJ /R94 6.97380 Tf 3.59805 3.61523 Td [ (\050) -0.39909 (1) -0.49712 (\051) -0.40610 ] TJ /R92 9.96260 Tf 10.69610 -3.61523 Td [ (\073) -167.79100 (t) -0.10292 ] TJ /R94 6.97380 Tf 8.02500 3.61523 Td [ (\050) -0.39909 (3) -0.49712 (\051) -0.40610 ] TJ /R92 9.96260 Tf 10.69610 -3.61523 Td [ (\073) -0.80379 ] TJ /R90 9.96260 Tf 4.42773 0 Td [ <01> -167.79100 <01> -166.81000 <01> -0.80379 ] TJ /R92 9.96260 Tf 14.94410 0 Td [ (\073) -167.79100 (t) -0.10292 ] TJ /R94 6.97380 Tf 8.02617 3.61523 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf 4.40391 0 Td [ (\051) -0.39909 ] TJ /R100 9.96260 Tf 3.61094 -3.61523 Td [ (\051) -0.90181 ] TJ /R24 9.96260 Tf 8.16523 0 Td [ (are) -430.99700 (also) -429.99200 (k) 10.00320 (e) 15.01220 (y\055) ] TJ -182.00200 -11.95510 Td [ (pose\055motifs\056) -937.99300 (F) 14.99260 (or) -460 (e) 15.01220 (xample\054) -512.00800 (suppose) -458.99200 (there) -460.00200 (is) -459.00700 (a) -460.00700 (sequence) ] TJ /R100 9.96260 Tf 11.95590 TL T* [ (\050) -0.90181 (1) ] TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td (2) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td (3) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td (4) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (5\051) -0.90181 ] TJ /R24 9.96260 Tf 12.39690 0 Td [ (and) -356.01400 (the) -354.99200 (maximum) -354.99000 (g) 4.98446 (ap) -356.01900 (is) -354.98500 (set) -356.00900 (to) -354.99000 (be) -356.01900 (one\054) -382.00500 (then) ] TJ -53.90780 -11.95510 Td [ (the) -388.00600 (sequence) ] TJ /R100 9.96260 Tf 56.42270 0 Td [ (\050) -0.90181 (1) ] TJ /R92 9.96260 Tf 8.85625 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42773 0 Td (3) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42773 0 Td [ (5\051) -0.90181 ] TJ /R24 9.96260 Tf 12.72420 0 Td [ (is) -388.00100 (supported) -387.98400 (by) -388.98400 (the) -388.00400 (input) -387.98400 (sequence) ] TJ -91.83980 -11.95510 Td [ (b) 20.00160 (ut) -249.98500 (the) -249.99000 (sub\055sequence) ] TJ /R100 9.96260 Tf 85.84690 0 Td [ (\050) -0.90181 (1) ] TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (5\051) -0.90181 ] TJ /R24 9.96260 Tf 11.34610 0 Td [ (is) -249.98300 (not\056) ] TJ -98.52230 -12.39690 Td [ (W) 79.98660 (e) -230.98600 (deri) 24.98110 (v) 14.98280 (e) -230.98600 (our) -231.01300 (e) 15.01220 (xpansion) -230.98600 (algorithm) -231.02000 (based) -231.01000 (on) -231.01000 (these) -231.01000 (ideas\056) ] TJ -11.95470 -11.95510 Td (Let) Tj /R92 9.96260 Tf 17.64690 0 Td [ (F) -139.10400 (T) -0.39944 ] TJ /R96 6.97380 Tf 14.99610 3.61602 Td [ (k) -0.29757 ] TJ /R100 9.96260 Tf 11.14490 -3.61602 Td [ (\075) -0.79889 ] TJ /R90 9.96260 Tf 13.99100 0 Td (f) Tj /R92 9.96260 Tf 4.98086 0 Td [ (T) -0.39944 ] TJ /R96 6.97380 Tf 7.20586 3.61602 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf -1.38398 -6.08906 Td [ (1) -0.50062 ] TJ /R92 9.96260 Tf 6.28633 2.47305 Td [ (\073) -167.78800 (T) -0.39944 ] TJ /R96 6.97380 Tf 11.63280 3.61602 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf -1.38398 -6.08906 Td [ (2) -0.50062 ] TJ /R92 9.96260 Tf 6.28594 2.47305 Td [ (\073) -0.79889 ] TJ /R90 9.96260 Tf 4.42812 0 Td [ <01> -167.78800 <01> -166.81000 <01> -0.80379 ] TJ /R92 9.96260 Tf 14.94410 0 Td [ (\073) -167.79100 (T) -0.39699 ] TJ /R96 6.97380 Tf 11.63280 3.61602 Td [ (k) -0.30107 ] TJ /R120 6.97380 Tf -1.38398 -7.04570 Td [ (j) -0.30107 ] TJ /R96 6.97380 Tf 2.36602 0 Td [ (F) -154.51200 (T) -0.79819 ] TJ /R106 4.98130 Tf 11.90310 1.99180 Td (k) Tj /R120 6.97380 Tf 4.35586 -1.99180 Td [ (j) -0.30107 ] TJ /R90 9.96260 Tf 2.86406 3.42969 Td (g) Tj /R24 9.96260 Tf 9.34883 0 Td [ (denote) -437.99100 (the) -439.01500 (set) -437.99600 (of) ] TJ /R92 9.96260 Tf 75.56990 0 Td [ (k) -0.59794 ] TJ /R24 9.96260 Tf 5.50117 0 Td (\055) Tj -232.93300 -12.96410 Td [ (motifs) -331.00800 (mined) -331.99900 (in) -330.99100 (the) -330.99600 (last) -332.00600 (itera) 0.98023 (tion\056) -554 (F) 14.99260 (or) -331.98400 (each) -331.01300 (pair) -330.99900 (of) -331.98400 (motifs) ] TJ 11.95470 TL (in) ' /R92 9.96260 Tf 9.97930 0 Td [ (F) -139.10400 (T) -0.39944 ] TJ /R96 6.97380 Tf 14.99570 3.61484 Td [ (k) -0.29757 ] TJ /R24 9.96260 Tf 4.90234 -3.61484 Td [ (\054) -229.01800 (for) -224.00400 (e) 15.01220 (xample\054) ] TJ /R92 9.96260 Tf 56.98980 0 Td [ (T) -0.39944 ] TJ /R96 6.97380 Tf 7.20586 3.61484 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf -1.38398 -6.08789 Td [ (1) -0.50062 ] TJ /R24 9.96260 Tf 8.51406 2.47305 Td (and) Tj /R92 9.96260 Tf 16.61410 0 Td [ (T) -0.39699 ] TJ /R96 6.97380 Tf 7.20508 3.61484 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf -1.38320 -6.08789 Td [ (2) -0.49712 ] TJ /R24 9.96260 Tf 6.28516 2.47305 Td [ (\054) -229.01600 (we) -224.00200 (compare) -223.01700 (the) -223.99200 (last) ] TJ /R92 9.96260 Tf 85.61290 0 Td [ (k) -0.59794 ] TJ /R90 9.96260 Tf 6.74219 0 Td [ <00> -0.80379 ] TJ /R100 9.96260 Tf 8.98984 0 Td (1) Tj /R24 9.96260 Tf -231.26900 -11.95630 Td [ (items) -268.00400 (of) ] TJ /R92 9.96260 Tf 35.23010 0 Td [ (T) -0.39944 ] TJ /R96 6.97380 Tf 7.20625 3.61602 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf -1.38398 -6.08789 Td [ (1) -0.50062 ] TJ /R24 9.96260 Tf 8.95664 2.47187 Td [ (with) -268.01200 (the) -267.98700 <02727374> ] TJ /R92 9.96260 Tf 53.40310 0 Td [ (k) -0.59794 ] TJ /R90 9.96260 Tf 7.84805 0 Td [ <00> -0.80379 ] TJ /R100 9.96260 Tf 10.09690 0 Td (1) Tj /R24 9.96260 Tf 7.65195 0 Td [ (items) -268.00400 (of) ] TJ /R92 9.96260 Tf 35.23010 0 Td [ (T) -0.39699 ] TJ /R96 6.97380 Tf 7.20625 3.61602 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf -1.38398 -6.08789 Td [ (2) -0.49712 ] TJ /R24 9.96260 Tf 6.28594 2.47187 Td [ (\056) -364.01300 (If) -268.98000 (the) 14.98770 (y) -267.99000 (are) -268.00400 (all) ] TJ -176.34700 -11.95470 Td [ (equal\054) -346.01100 (then) -326.01200 (we) -327.00700 (generate) -325.98700 (a) ] TJ /R92 9.96260 Tf 107.46400 0 Td [ (k) -0.59794 ] TJ /R100 9.96260 Tf 8.27812 0 Td [ (\053) -279.80600 (1) ] TJ /R24 9.96260 Tf 15.50900 0 Td [ (\055motif) -326 (candidate) ] TJ /R92 9.96260 Tf 69.58910 0 Td [ (T) -0.39699 ] TJ /R96 6.97380 Tf 7.20508 4.26172 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf 4.40391 0 Td [ (\0531) -0.49712 ] TJ -5.78711 -6.91797 Td [ (1) -0.49712 ] TJ /R24 9.96260 Tf 19.62500 2.65625 Td (by) Tj -226.28700 -11.95510 Td [ (concatenating) -250.01200 (the) ] TJ /R92 9.96260 Tf 72.48710 0 Td [ (T) -0.39944 ] TJ /R96 6.97380 Tf 7.20586 3.61484 Td [ (k) -0.29757 ] TJ /R94 6.97380 Tf -1.38398 -6.08789 Td [ (1) -0.50062 ] TJ /R24 9.96260 Tf 8.77617 2.47305 Td [ (with) -250.01200 (the) -249.98800 (last) -249.98300 (item) -250.01200 (of) ] TJ /R92 9.96260 Tf 82.19100 0 Td [ (T) -0.39699 ] TJ /R96 6.97380 Tf 7.20586 3.61484 Td [ (k) -0.30107 ] TJ /R94 6.97380 Tf -1.38398 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TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.80379 ] TJ /R100 9.96260 Tf 4.42812 0 Td (3) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.80379 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (4\051) -0.90181 ] TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.80379 ] TJ /R100 9.96260 Tf 4.42734 0 Td [ (\050) -0.90181 (3) ] TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.80379 ] TJ /R100 9.96260 Tf 4.42812 0 Td (4) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.80379 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (6\051) -0.90181 ] TJ /R90 9.96260 Tf 8.85586 0 Td (g) Tj /R24 9.96260 Tf 4.98086 0 Td [ (\056) -380.01000 (Then) -273.98400 (by) -273.00300 (join\055) ] TJ -175.26600 -11.95510 Td (ing) Tj /R100 9.96260 Tf 16.43710 0 Td [ (\050) -0.90181 (1) ] TJ /R92 9.96260 Tf 8.85508 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td (2) Tj /R92 9.96260 Tf 4.98086 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td [ (3\051) -0.90181 ] TJ /R92 9.96260 Tf 8.85586 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 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-0.80011 ] TJ /R100 9.96260 Tf 4.42695 0 Td [ (6\051) -0.90058 ] TJ /R24 9.96260 Tf 8.85625 0 Td [ (\056) -531.98700 (Hence) -323.99000 (we) -323.98800 (get) -324.99700 (tw) 10.00810 (o) ] TJ -154.69100 -11.95510 Td (4\055motifs) Tj /R92 9.96260 Tf 36.25390 0 Td [ (F) -139.10500 (T) -0.40006 ] TJ /R94 6.97380 Tf 14.99490 3.61484 Td [ (4) -0.50062 ] TJ /R100 9.96260 Tf 7.23711 -3.61484 Td [ (\075) -0.80011 ] TJ /R90 9.96260 Tf 10.51600 0 Td (f) Tj /R100 9.96260 Tf 4.98203 0 Td [ (\050) -0.89936 (1) ] TJ /R92 9.96260 Tf 8.85508 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td (2) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td (3) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td [ (4\051) -0.89936 ] TJ /R92 9.96260 Tf 8.85625 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td [ (\050) -0.89936 (2) ] TJ /R92 9.96260 Tf 8.85625 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42695 0 Td (3) Tj /R92 9.96260 Tf 4.98203 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42695 0 Td (4) Tj /R92 9.96260 Tf 4.98203 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td [ (6\051) -0.90181 ] TJ /R90 9.96260 Tf 8.85508 0 Td (g) Tj /R24 9.96260 Tf 4.98203 0 Td (\056) Tj /R22 9.96260 Tf -165.30800 -20.68910 Td [ (Pr) 17.99640 (oposition) -347.01900 (4\0561\056) ] TJ /R30 9.96260 Tf 73.11990 0 Td [ (The) -346.98600 (abo) 10.01300 (ve) -347.99000 (e) 19.99180 (xpansion) -347.00600 (algorithm) -348.00800 (will) -347.00600 (not) ] TJ -73.11990 -11.95510 Td [ (leave) -249.99800 (out) -250.02000 (any) -249.99100 (k) 9.99343 (e) 29.99010 (y\055pose\055motifs\056) ] TJ 11.95470 -20.68790 Td [ (Pr) 44.98270 (oof) 14.99500 (\056) ] TJ /R24 9.96260 Tf 30.22620 0 Td [ (If) -335.01000 (a) -335.98800 (sequence) -335 (is) -334.98900 (a) -335.98800 (k) 10.00320 (e) 15.01220 (y\055pose\055motif\054) -356.01700 (then) -334.99100 (its) -336.00300 (head) ] TJ -42.18090 -11.95590 Td [ (and) -350.01400 (tail) -348.98300 (subsequences) -349.99400 (must) -349.98900 (also) -350.00700 (be) -349 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -350.01500 (by) -350.01000 (e\055) ] TJ 11.95510 TL T* [ (quation) -363.98800 (\0501\051\056) -654.00700 (It) -364.01400 (means) -364.98300 (that) -364.00300 (the) -364.01000 (tw) 10.00810 (o) -364.99300 (subsequences) -363.99100 (ha) 19.99670 (v) 14.98280 (e) -365.00300 (al\055) ] TJ T* [ (ready) -376.99800 (been) -378.01400 (mined\056) -692.01400 (Then) -376.98600 (in) -376.98400 (the) -378.00800 (e) 15.01220 (xpansion) -377 (stage\054) -409.01800 (the) -378.00800 (tw) 10.00810 (o) ] TJ T* [ (subsequences) -339.99600 (will) -341.01700 (generate) -339.98600 (the) -340.01400 (lar) 17.99700 (ger) -339.98500 (candidate) -340.99000 (k) 10.00320 (e) 15.01220 (y\055pose\055) ] TJ T* [ (motif) -250.00900 (for) -249.99900 (sure\056) ] TJ /R22 11.95520 Tf 24.67380 TL T* [ (5\056) -249.99000 (Action) -249.99400 (Recognition\072) -310.00100 (Infer) 18.00650 (ence) -249.99500 (Algorithm) ] TJ /R24 9.96260 Tf 11.95470 -19.18320 Td [ (W) 79.98730 (e) -222.00600 (propose) -221.00400 (a) -222.00700 (simple) -222.00800 <636c61737369026572> -222.01700 (which) -221.00700 (w) 10 (orks) -221.99000 (by) -221.99200 (matching) ] TJ -11.95470 -11.95470 Td [ (a) -218.98700 (test) -219.00600 (sequence) -218 (to) -219.01000 (the) -219.01500 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) -219.01700 (of) -218 (each) -218.99000 (class\056) -300.01600 (During) ] TJ 11.95630 TL T* [ (the) -203.01700 (matching) -202.99200 (process) -203.01500 (each) -202.99400 (motif) -202.99700 (will) -203 (get) -203.99800 (a) -202.99100 (probabilistic) -203.01500 (sup\055) ] TJ 11.95470 TL T* [ (port\054) -278.01600 (gi) 24.98850 (v) 14.98280 (en) -273.01300 (by) -273.00300 (equation) -272.98800 (\0501\051\056) -378.01400 (W) 79.98790 (e) -273.01800 (classify) -272.01300 (the) -273.00600 (sequence) -273.00800 (to) -273.00100 (be) ] TJ T* [ (the) -312.01800 (class) -310.99700 (that) -312.01200 (gets) -310.99300 (the) -312.01900 (lar) 17.99700 (gest) -312.01300 (a) 19.99180 (v) 14.98280 (erage) -311.01800 (probabilistic) -312.01700 (support) ] TJ T* [ (o) 14.98280 (v) 14.98280 (er) -212.01100 (all) -211.99400 (motifs) -212.00900 (of) -212.00300 (that) -211.98900 (class\056) -298.01500 (Ideally) 64.98180 (\054) -218.98100 (a) -212.00900 (sequence) -213.01800 (of) -212.00100 (a) -212.00900 (particu\055) ] TJ T* [ (lar) -245.01900 (class) -245.98800 (should) -244.98500 (ha) 19.99790 (v) 14.98280 (e) -244.98400 (lar) 17.99700 (ge) -245.99700 (supports) -244.98200 (for) -245.02000 (the) -245.99100 (k) 10.00320 (e) 15.01220 (y\055pose\055motifs) ] TJ T* [ (mined) -365.99200 (for) -366.99900 (that) -366.00300 (class) -366.98700 (and) -366.01100 (small) -365.98900 (supports) -367 (for) -366.02000 (the) -366.99000 (k) 10.00320 (e) 15.01220 (y\055pose\055) ] TJ 11.95630 TL T* [ (motifs) -250.00200 (of) -249.99600 (other) -249.98800 (classes\056) -310.01200 (Figure) -250.01200 (2) -249.99300 (sho) 24.99220 (ws) -249.98800 (an) -249.99700 (e) 15.01220 (xample\056) ] TJ 11.95470 -12.20900 Td [ (The) -271.00900 <636c61737369026572> -272.00900 (is) -271 (simple) -272 (because) -271.01500 (it) -272.01800 (has) -271.00600 (no) -271.00400 (parameters\056) -374.98600 (In) ] TJ -11.95470 -11.95510 Td [ (addition\054) -226.98100 (it) -221.00800 (is) -221.00800 (also) -221.00800 (interpretable\056) -300.00600 (W) 79.98790 (e) -220.98800 (can) -222.00500 (visualize) -220.99700 (the) -221.01500 (mined) ] TJ T* [ (k) 10.00320 (e) 15.01280 (y\055pose\055motifs) -247.99300 (and) -249.01100 (the) -247.99000 (matched) -249.00100 (poses) -248.02000 (in) -249.00500 (a) -248.00300 (sequence\056) -309.98000 (This) ] TJ 11.95510 TL T* [ (helps) -242.01900 (us) -241.00800 (spot) -242.01500 (wh) 4.98691 (y) -241.99400 (and) -241.99300 (where) -240.98300 (f) 9.99466 (ailures) -241.98500 (may) -241.98700 (happen\056) -306.99300 (Figure) -242.01400 (2) ] TJ T* [ (sho) 24.99220 (ws) -301 (that) -300.01300 (we) -301.01000 (can) -299.99300 (e) 25.01050 (v) 14.98280 (en) -301.00700 (use) -299.98200 (this) -300.98300 (model) -300.98400 (for) -299.99200 (action) -300.99400 (localiza\055) ] TJ T* [ (tion\054) -250.01000 (i\056e\056) -310.01900 (to) -249.98500 (coarsely) -249.99000 <026e64> -250.01200 (the) -249.99000 (start) -249.98500 (and) -249.99100 (end) -249.99300 (of) -249.99500 (an) -249.99700 (action\056) ] TJ /R22 11.95520 Tf 24.67420 TL T* [ (6\056) -249.99000 (Experiments) ] TJ /R24 9.96260 Tf 11.95470 -19.18280 Td [ (W) 79.98730 (e) -436.99000 (conduct) -435.98700 (e) 15.01220 (xperiments) -436.99000 (on) -437.01500 (four) -436.00200 (most) -436.99600 (popular) -437.00500 (action) ] TJ -11.95470 -11.95510 Td [ (recognition) -410.01400 (benchmarks\054) -448.99900 (i\056e\056) -788.99800 (the) -408.98300 (MSR\055Action3D) -409.98300 (dataset) ] TJ 11.95510 TL T* [ (\13311\135\054) -235.01300 (the) -229.99300 (UTKinect) -231 (dataset) -229.98900 (\13330\135\054) -235.01300 (the) -231.01300 (M) 0.99126 (SR) -230.99300 (Daily) -231.00300 (Acti) 24.98850 (vity3D) ] TJ 11.95590 TL T* [ (dataset) -225.00900 (\13327\135) -225.99800 (and) -225.01500 (the) -225.99400 (Florence) -225.00700 (dataset) -225.98900 (\13317\135\056) -301.98400 (W) 79.98660 (e) -224.98700 <02727374> -226.01600 (compare) ] TJ 11.95510 TL T* [ (our) -380.98800 (method) -381.98500 (with) -381.01200 (the) -382.00700 (state\055of\055the\055arts) -381.01700 (on) -382.00500 (the) -380.98800 (four) -382.01200 (dataset\055) ] TJ T* [ (s) -328.99800 (respecti) 24.98540 (v) 14.98280 (ely) 65.01610 (\056) -547.00400 (Then) -328.99400 (we) -329.00500 (present) -330.01200 (diagnosti) 0.98513 (c) -329.98900 (analysis) -329.01600 (of) -329.00100 (the) ] TJ T* [ (method) -250.00700 (on) -249.98800 (the) -249.99000 (MSR\055Action3D) -250.01000 (dataset\056) ] TJ /R22 9.96260 Tf 11.95470 -12.20980 Td (Action\055units\056) Tj /R24 9.96260 Tf 66.57230 0 Td [ (In) -531.00800 (our) -531.98200 (e) 15.01220 (xperiment\054) -601.98500 (we) -531.01200 (concatenate) ] TJ /R92 9.96260 Tf 154.55400 0 Td [ (l) -0.40189 ] TJ /R24 9.96260 Tf -233.08100 -11.95510 Td [ (consecuti) 24.99890 (v) 14.98280 (e) -382.01900 (poses) -383.01600 (together) -381.99800 (to) -382.00200 (form) -382.00400 (an) ] TJ /R30 9.96260 Tf 160.79400 0 Td (action\055unit) Tj /R100 9.96260 Tf 48.39730 0 Td (\136) Tj /R92 9.96260 Tf -0.68398 0 Td [ (y) -0.30142 ] TJ /R94 6.97380 Tf 5.24180 3.61602 Td [ (\050) -0.40259 ] TJ /R96 6.97380 Tf 3.11406 0 Td [ (i) -0.19955 ] TJ /R94 6.97380 Tf 2.81797 0 Td [ (\051) -0.40259 ] TJ /R100 9.96260 Tf 8.81992 -3.61602 Td [ (\075) -0.79889 ] TJ -228.50100 -11.95510 Td [ (\133) -0.80011 ] TJ /R92 9.96260 Tf 2.76680 0 Td [ (y) -0.30019 ] TJ /R94 6.97380 Tf 5.24219 3.61523 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11406 0 Td [ (i) -0.20042 ] TJ /R94 6.97380 Tf 2.81797 0 Td [ (\051) -0.39997 ] TJ /R90 9.96260 Tf 5.27187 -3.61523 Td [ <01> -167.78900 <01> -166.80900 <01> -0.80011 ] TJ /R92 9.96260 Tf 13.28400 0 Td [ (y) -0.30019 ] TJ /R94 6.97380 Tf 5.24219 3.61523 Td [ (\050) -0.39997 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (i) -0.20042 ] TJ /R94 6.97380 Tf 2.81914 0 Td (\053) Tj /R96 6.97380 Tf 6.11562 0 Td [ (l) -0.29932 ] TJ /R120 6.97380 Tf 2.56016 0 Td [ <00> -0.89971 ] TJ /R94 6.97380 Tf 6.22617 0 Td [ (1) -0.50062 (\051) -0.39909 ] TJ /R100 9.96260 Tf 7.58281 -3.61523 Td [ (\135) -0.80011 ] TJ /R24 9.96260 Tf 7.30703 0 Td [ (and) -455.99600 (represent) -455.01800 (an) -456.00100 (action) -455.98800 (by) -455.01200 (a) -456.00700 (sequence) ] TJ -73.46290 -11.95510 Td [ (of) -350.01800 (action\055units\072) ] TJ /R92 9.96260 Tf 66.67300 0 Td (A) Tj /R100 9.96260 Tf 12.08090 0 Td [ (\075) -0.80011 ] TJ /R90 9.96260 Tf 12.35700 0 Td (f) Tj /R100 9.96260 Tf 5.66484 0 Td (\136) Tj /R92 9.96260 Tf -0.68398 0 Td [ (y) -0.30019 ] TJ /R94 6.97380 Tf 5.24219 3.61523 Td [ (\050) -0.39909 (1) -0.50062 (\051) -0.40085 ] TJ /R92 9.96260 Tf 10.69610 -3.61523 Td [ (\073) -0.80011 ] TJ /R90 9.96260 Tf 4.42773 0 Td [ <01> -167.78800 <01> -166.80800 <01> -0.80011 ] TJ /R92 9.96260 Tf 14.94410 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 5.11094 0 Td (\136) Tj /R92 9.96260 Tf -0.68281 0 Td [ (y) -0.30019 ] TJ /R94 6.97380 Tf 5.24180 3.61523 Td [ (\050) -0.39909 ] TJ /R96 6.97380 Tf 3.11289 0 Td [ (m) -0.70017 ] TJ /R120 6.97380 Tf 7.07031 0 Td [ <00> -0.89971 ] TJ /R96 6.97380 Tf 6.22578 0 Td [ (l) -0.29757 ] TJ /R120 6.97380 Tf 2.56016 0 Td [ <00> -0.89971 ] TJ /R94 6.97380 Tf 6.22695 0 Td [ (1) -0.50062 (\051) -0.40259 ] TJ /R90 9.96260 Tf 7.58203 -3.61523 Td (g) Tj /R24 9.96260 Tf 4.98203 0 Td [ (\056) -608.99400 (Consecuti) 25.01540 (v) 14.98280 (e) ] TJ 79.91800 630.63100 Td [ (T) 79.99160 (able) -323.98300 (3\072) -457.99000 (The) -323.98000 (state\055of\055the\055art) -324.99500 (action) -324.01000 (recognition) -323.99000 (accuracies) ] TJ T* [ (using) -250.00700 (single) -250.01000 (split) -250.00500 (on) -249.98800 (the) -249.99000 (MSR\055Action3D) -250.00700 (Dataset\056) ] TJ ET Q 3466.99000 6859.28000 m 5047.85000 6859.28000 l S 3468.98000 6737.73000 m 3468.98000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 369.25900 677.36000 Tm (Methods) Tj ET Q 4264.89000 6737.73000 m 4264.89000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 432.66500 677.36000 Tm [ (Acc) -250.00200 (\050\045\051) ] TJ ET Q 4723.06000 6737.73000 m 4723.06000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 479.26500 677.36000 Tm [ (Y) 99.98820 (ear) ] TJ ET Q 5045.85000 6737.73000 m 5045.85000 6857.28000 l S 3466.99000 6735.74000 m 5047.85000 6735.74000 l S 3468.98000 6614.20000 m 3468.98000 6733.75000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 353.07500 665.00600 Tm [ (V) 111.00400 (emulapalli) -250 (\13323\135) ] TJ ET Q 4264.89000 6614.20000 m 4264.89000 6733.75000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 438.19000 665.00600 Tm (89\05648) Tj ET Q 4723.06000 6614.20000 m 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6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 223.98000 580.46600 Tm (15) Tj ET Q 2450.78000 5843.34000 m 2450.78000 5852.13000 l S 2450.78000 6435.84000 m 2450.78000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 243.14400 580.46600 Tm (20) Tj ET Q 1687.74000 5843.34000 m 1694.77000 5843.34000 l S 2450.78000 5843.34000 m 2441.98000 5843.34000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 583.10300 Tm (0\0564) Tj ET Q 1687.74000 5943.55000 m 1694.77000 5943.55000 l S 2450.78000 5943.55000 m 2441.98000 5943.55000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 593.12400 Tm (0\0565) Tj ET Q 1687.74000 6042.01000 m 1694.77000 6042.01000 l S 2450.78000 6042.01000 m 2441.98000 6042.01000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 602.97000 Tm (0\0566) Tj ET Q 1687.74000 6140.46000 m 1694.77000 6140.46000 l S 2450.78000 6140.46000 m 2441.98000 6140.46000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 612.81600 Tm (0\0567) Tj ET Q 1687.74000 6238.92000 m 1694.77000 6238.92000 l S 2450.78000 6238.92000 m 2441.98000 6238.92000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 622.66100 Tm (0\0568) Tj ET Q 1687.74000 6337.38000 m 1694.77000 6337.38000 l S 2450.78000 6337.38000 m 2441.98000 6337.38000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 163.14800 632.50700 Tm (0\0569) Tj ET Q 1687.74000 6435.84000 m 1694.77000 6435.84000 l S 2450.78000 6435.84000 m 2441.98000 6435.84000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 166.13600 642.35300 Tm (1) Tj ET Q 1687.74000 6437.59000 m 2450.78000 6437.59000 l S 1687.74000 5843.34000 m 2450.78000 5843.34000 l S 2450.78000 5843.34000 m 2450.78000 6437.59000 l S 1687.74000 5843.34000 m 1687.74000 6437.59000 l S 7.03260 w 0.31201 0.69336 0.09204 RG 1724.66000 6398.91000 m 1724.66000 6346.17000 l S 1717.63000 6398.91000 m 1731.69000 6398.91000 l S 1717.63000 6346.17000 m 1731.69000 6346.17000 l S 1763.34000 6360.23000 m 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2642.74000 5843.34000 m 2642.74000 6437.59000 l S 2642.74000 5843.34000 m 2642.74000 5852.13000 l S 2642.74000 6435.84000 m 2642.74000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 263.39500 580.46600 Tm (0) Tj ET Q 2832.62000 5843.34000 m 2832.62000 5852.13000 l S 2832.62000 6435.84000 m 2832.62000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 282.38300 580.46600 Tm (5) Tj ET Q 3024.26000 5843.34000 m 3024.26000 5852.13000 l S 3024.26000 6435.84000 m 3024.26000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 300.49200 580.46600 Tm (10) Tj ET Q 3214.14000 5843.34000 m 3214.14000 5852.13000 l S 3214.14000 6435.84000 m 3214.14000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 319.48000 580.46600 Tm (15) Tj ET Q 3405.78000 5843.34000 m 3405.78000 5852.13000 l S 3405.78000 6435.84000 m 3405.78000 6428.80000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 338.64400 580.46600 Tm (20) Tj ET Q 2642.74000 5843.34000 m 2649.77000 5843.34000 l S 3405.78000 5843.34000 m 3396.99000 5843.34000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 258.64800 583.10300 Tm (0\0564) Tj ET Q 2642.74000 5943.55000 m 2649.77000 5943.55000 l S 3405.78000 5943.55000 m 3396.99000 5943.55000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 258.64800 593.12400 Tm (0\0565) Tj ET Q 2642.74000 6042.01000 m 2649.77000 6042.01000 l S 3405.78000 6042.01000 m 3396.99000 6042.01000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 258.64800 602.97000 Tm (0\0566) Tj ET Q 2642.74000 6140.46000 m 2649.77000 6140.46000 l S 3405.78000 6140.46000 m 3396.99000 6140.46000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 258.64800 612.81600 Tm (0\0567) Tj ET Q 2642.74000 6238.92000 m 2649.77000 6238.92000 l S 3405.78000 6238.92000 m 3396.99000 6238.92000 l S q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 258.64800 622.66100 Tm (0\0568) Tj ET Q 2642.74000 6337.38000 m 2649.77000 6337.38000 l S 3405.78000 6337.38000 m 3396.99000 6337.38000 l S 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5860.92000 471.18800 56.26170 re S 0 G 4530.15000 5917.18000 m 5001.34000 5917.18000 l S 4530.15000 5860.92000 m 5001.34000 5860.92000 l S 5001.34000 5860.92000 m 5001.34000 5917.18000 l S 4530.15000 5860.92000 m 4530.15000 5917.18000 l S 4530.15000 5860.92000 m 5001.34000 5860.92000 l S 4530.15000 5860.92000 m 4530.15000 5917.18000 l S 4530.15000 5917.18000 m 5001.34000 5917.18000 l S 4530.15000 5860.92000 m 5001.34000 5860.92000 l S 5001.34000 5860.92000 m 5001.34000 5917.18000 l S 4530.15000 5860.92000 m 4530.15000 5917.18000 l S 0 g q 10 0 0 10 0 0 cm BT /R170 3.51630 Tf 1 0 0 1 462.15800 587.49800 Tm (sequences of class 10) Tj ET Q 7.03260 w 0.92578 0.57422 0.01001 RG 4544.22000 5889.05000 m 4614.54000 5889.05000 l S Q 0 g q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 50.11210 557.66900 Tm [ (Figure) -292.00600 (3\072) -392.98100 (The) -291.98600 (x\055axis) -292.01400 (is) -290.99700 (the) -291.98300 (inde) 14.99010 (x) -291.98600 (of) -291.00900 (the) -291.98300 (20) -291.98100 (classes) -292.01700 (of) -291.00800 (k) 10.00320 (e) 15.01220 (y\055pose\055motif\055models) -292.00300 (and) -291.98600 (the) -291.00300 (y\055axis) -292.01500 (is) -292.01500 (the) -291 (a) 19.99180 (v) 14.98280 (erage) -292 (matching) -291.99500 (scores) ] TJ 11.95510 TL T* [ (\050standard) -294.99700 (de) 25.01600 (viations\051) -295.99300 (which) -294.99400 (are) -294.98300 (computed) -295.99700 (when) -295.00200 (matching) -295.99700 (a) -295.01400 (set) -295 (of) -295.98700 (test) -294.99200 (sequences) -295 (of) -295.98700 (a) -295.01400 (particular) -296.01900 (class) -295 (to) -295 (those) -296.00900 (models\056) -446.00900 (F) 14.99260 (or) ] TJ 11.95590 TL T* [ (e) 15.01280 (xample\054) -324.00100 (in) -308.01500 (the) -309 <02727374> -308.98300 <7375622d02677572652c> -323.99200 (we) -309.00800 (match) -308.99300 (a) -309.01200 (set) -308.01700 (of) -309.00500 (sequences) -308.99700 (of) -309.00500 (class) -308.99700 (1) -309.00200 (to) -308.99500 (the) -309 (20) -308.99700 (classes) -308.01500 (of) -309.00700 (models) -309.01700 (and) -309.00200 (obtain) -308.98300 (the) -308.99700 (a) 19.99180 (v) 14.98280 (erage) ] TJ 11.95510 TL T* [ (matching) -250.00400 (scores) -249.99300 (and) -249.99100 (standard) -249.98200 (de) 25.01670 (viations) -249.99700 (for) -250 (each) -250.00500 (model\056) -310 (The) -249.99300 (motif) -250.00700 (model) -250.01200 (of) -249.99500 (class) -249.98800 (1) -249.99300 (gets) -249.98300 (the) -249.98800 (lar) 17.99700 (gest) -249.98300 (a) 19.99180 (v) 14.98280 (erage) -250.00700 (score\056) ] TJ 33.47420 TL T* [ (the) -352.01200 (protocol) -351.99300 (of) -351 (\223a) 19.98810 (v) 14.98280 (erage) -351.99200 (o) 14.98280 (v) 14.98280 (er) -351.98800 (all) -352.01000 (splits\224\056) -614.99800 (W) 79.98660 (e) -351.98500 (can) -351.98300 (see) -351.98300 (that) ] TJ 11.95510 TL T* [ (our) -378.98900 (method) -379.00500 (outperforms) -379.00300 (the) -378.98800 (state\055of\055the\055art) -378.98300 (methods) -378.99800 (\13314\135) ] TJ 11.95590 TL T* [ (\13321\135) -321.98200 (\13324\135) -321.00200 (\1336\135\056) -525.00900 (In) -321.98400 (addition\054) -339.00200 (our) -322.01700 (method) -321.99500 (is) -320.99300 (also) -322.01000 (the) -322.01700 (simplest) ] TJ 11.95510 TL T* [ (in) -326.01200 (terms) -324.98700 (of) -325.98300 (both) -324.98300 (the) -326.01700 (features) -325.00600 (and) -326.01800 (the) -324.99700 <636c61737369026572732e> ] TJ /R30 9.96260 Tf 199.24300 0 Td (Note) Tj /R24 9.96260 Tf 22.06290 0 Td (that) Tj -221.30600 -11.95470 Td [ (the) -251.98900 (method) -252.00600 (proposed) -252.01300 (in) -251.00500 (\13324\135) -251.99300 (uses) -251.98500 (the) -251.99000 (acti) 24.98110 (v) 24.98110 (ated) -251.99500 (simplices) -251.99500 (as) ] TJ T* [ <636c6173736902657273> -297.01800 (directly) -296.99000 (using) -296.98100 (a) -297.01400 (nearest\055neighbor) -296.98500 (algorithm\056) -451.99800 (W) 79.98660 (e) ] TJ T* [ (can) -357.98300 (see) -357.00200 (that) -358.00300 (we) -357.98100 (impro) 15.00360 (v) 14.98280 (e) -357.00400 (the) -358.01100 (performance) -357 (by) -358.00900 (mining) -358.01600 (k) 10.00320 (e) 15.01220 (y\055) ] TJ T* [ (pose\055motifs) -305.98400 (on) -306.01800 (acti) 24.98240 (v) 24.98110 (ated) -307.00400 (simplices\056) -477.99300 (Du) -306.02000 (et) -307.00500 (al\056) -477.99400 (\1336\135) -305.99100 (use) -307 (deep) ] TJ 11.95590 TL T* [ (learning) -300.99100 (techniques) -300.98200 (to) -300.99600 (learn) -301.00900 (an) -301.98800 (end\055to\055end) -300.99100 <636c61737369026572> -300.98400 (which) ] TJ 11.95510 TL T* [ (achie) 25.01480 (v) 14.98280 (es) -249.99600 (the) -249.99000 (current) -249.99500 (best) -249.98400 (performance\056) ] TJ 11.95510 -12.38200 Td [ (Since) -294.01200 (some) -292.99200 (methods) -293.99400 (only) -292.98800 (pro) 14.98520 (vide) -294.01700 (results) -292.98500 (for) -293.99300 (a) -293.01500 (single) -294.00200 (s\055) ] TJ -11.95510 -11.95470 Td [ (plit\054) -424.99800 (we) -390.01500 (also) -391.01900 (pro) 14.98520 (vide) -390.00100 (these) -390.00400 (numbers\056) -730.00700 (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -426.00500 (note) -390.00100 (that) ] TJ T* [ (the) 14.98590 (y) -204.98000 (are) -204.99700 (not) -205.00700 (directly) -205.00500 (comparable) -205.01100 (as) -204.98400 (the) -205.01700 (methods) -204.98800 (may) -205.01200 (choose) ] TJ T* [ (dif) 24.98540 (ferent) -363.98200 <02> 24.99030 (v) 14.98280 (e) -363.98300 (subjects) -363.99000 (for) -365 (training\056) -652.01600 (The) -364.01300 (accuracies) -365.00800 (of) -364.01500 (our) ] TJ T* [ (method) -484.98700 (using) -484.98900 (single) -484.99100 (split) -484.98400 (criterion\072) -780.00300 (\0501\051) -486 (the) -485.01000 (accurac) 14.99750 (y) -485.01200 (is) ] TJ /R100 9.96260 Tf (95) ' /R92 9.96260 Tf 9.96289 0 Td [ (\072) -0.80011 ] TJ /R100 9.96260 Tf 2.76719 0 Td [ (88\045) -0.30019 ] TJ /R24 9.96260 Tf 21.59570 0 Td [ (when) -334.01400 (we) -335.00400 (use) -334.01500 (subjects) ] TJ /R100 9.96260 Tf 91.89800 0 Td (1) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td (2) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td (3) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.80011 ] TJ /R100 9.96260 Tf 4.42773 0 Td (4) Tj /R92 9.96260 Tf 4.98203 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42695 0 Td (5) Tj /R24 9.96260 Tf 8.31328 0 Td [ (for) -333.98600 (training\073) -376.99800 (\0502\051) ] TJ -172.17300 -11.95590 Td [ (the) -205.01700 (accurac) 14.99690 (y) -204.98000 (is) ] TJ /R100 9.96260 Tf 60.19300 0 Td (97) Tj /R92 9.96260 Tf 9.96289 0 Td [ (\072) -0.80011 ] TJ /R100 9.96260 Tf 2.76719 0 Td [ (44\045) -0.30019 ] TJ /R24 9.96260 Tf 20.30660 0 Td [ (when) -205.01600 (we) -204.98700 (use) -205.01700 (subjects) ] TJ /R100 9.96260 Tf 86.74340 0 Td (1) Tj /R92 9.96260 Tf 4.98164 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42812 0 Td (3) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42773 0 Td (5) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42773 0 Td (7) Tj /R92 9.96260 Tf 4.98125 0 Td [ (\073) -0.79889 ] TJ /R100 9.96260 Tf 4.42773 0 Td (9) Tj /R24 9.96260 Tf 7.02422 0 Td (for) Tj -224.63400 -11.95510 Td [ (training\073) -374.01900 (\0503\051) -333.00400 (the) -332.99600 (best) -332.99000 (accurac) 14.99750 (y) -332.99800 (of) -333.00200 (a) -333.00800 (single) -333.01600 (split) -333.01100 (is) ] TJ /R100 9.96260 Tf 202.76400 0 Td (99) Tj /R92 9.96260 Tf 9.96328 0 Td [ (\072) -0.79889 ] TJ /R100 9.96260 Tf 2.76680 0 Td [ (36\045) -0.29897 ] TJ /R24 9.96260 Tf 18.26520 0 Td (\056) Tj -233.75900 -11.95470 Td [ (T) 79.99030 (able) -374.01200 (3) -372.99200 (sho) 24.99220 (ws) -374.00700 (the) -372.98900 (state\055of\055the\055art) -374.00500 (results) -373.99200 (using) -373.00600 (the) -374.00900 (single) ] TJ T* [ (split) -250.00400 (criterion\056) ] TJ /R22 9.96260 Tf 11.95470 -12.38200 Td [ (Comparison) -367.99900 (with) -369.01600 (Baselines\056) ] TJ /R24 9.96260 Tf 127.15800 0 Td [ (The) -368.01200 <02727374> -369.01200 (baseline) -368 (is) -368.00500 (the) ] TJ -139.11300 -11.95510 Td [ (Direct) -295.00400 (Matching) -295.01700 (Method\056) -444.01200 (Gi) 24.98600 (v) 14.98280 (en) -295.00800 (a) -295.01400 (test) -294.99200 (sequence) -295.00500 (of) -295.00700 (action\055) ] TJ T* [ (units\054) -272 (we) -267.01600 (compute) -268.00800 (the) -267.00700 (dynamic) -266.98900 (time) -268.01200 (w) 10 (arping) -267 (based) -267.98700 (match\055) ] TJ T* [ (ing) -235.98300 (scores) -235.99400 (between) -235.99200 (the) -235.01200 (sequence) -235.99600 (and) -235.99400 (the) -235.99200 (training) -236.01000 (sequences) ] TJ T* [ (of) -358.99700 (all) -358.98900 (classes\056) -635.99700 (The) -358.99400 (class) -358.98800 (that) -358.98400 (achie) 25.01420 (v) 14.98280 (es) -358.99600 (the) -358.99200 (lar) 17.99700 (gest) -358.98400 (a) 19.99180 (v) 14.98280 (erage) ] TJ 11.95630 TL T* [ (matching) -256.00300 (score) -255.99800 (is) -255.98300 (the) -255.98900 (predicted) -255.98300 (class\056) -328.01000 (The) -255.99200 (method) -256.00600 (achie) 25.01540 (v) 14.98280 (es) ] TJ 11.95470 TL T* [ (an) -362.99800 (accurac) 14.99690 (y) -362.01300 (of) ] TJ /R100 9.96260 Tf 63.79100 0 Td [ (88\045) -0.30019 ] TJ /R24 9.96260 Tf 18.26480 0 Td [ (\056) -648.00700 (The) -362.99300 (result) -362 (is) -362.98500 (not) -362.98100 (satisf) 10.01790 (actory) -362.01300 (which) ] TJ -82.05590 -11.95510 Td [ (is) -276.01900 (mainly) -276 (because) -275.99400 (it) -276.01800 (cannot) -276.01900 (deal) -275.98900 (with) -276.01000 (lar) 17.99700 (ge) -275.99300 (intra\055class) -276.01300 (v) 24.98110 (ari\055) ] TJ T* [ (ations) -349.99400 (ef) 25.00810 (fecti) 25.01790 (v) 14.98280 (ely) 65.01610 (\056) -610.01300 (The) -350.01500 (second) -350.00800 (baseline) -350.00300 (uses) -350.00800 (the) -350.01300 (proposed) ] TJ T* [ (k) 10.00320 (e) 15.01280 (y\055pose\055motifs) -219.01700 (mining) -218 (method\056) -299.99500 (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -225.01900 (each) -218.99000 (action\055unit) ] TJ 11.95590 TL T* [ (is) -310.01300 (quantized) -310.98500 (into) -310.00200 (only) -310.00500 (one) -309.98100 (symbol) -311.00600 (\050It) -309.98600 (is) -310.01400 (not) -310.01000 (a) -311.01200 (probabilistic) ] TJ 11.95510 TL T* [ (representation\051\056) -389.01000 (W) 79.98790 (e) -277.01700 (name) -275.98500 (this) -276.98700 (me) 0.98758 (thod) -276.99100 (as) -275.99100 (the) -277.00500 (Deterministic) ] TJ T* [ (Mining) -218.98200 (Method\056) -299.01600 (The) -219.01700 (deterministic) -219.01400 (mining) -218.98100 (method) -218.99300 (achie) 25.01540 (v) 14.98280 (es) ] TJ T* [ (an) -269.99400 (accurac) 14.99690 (y) -269.98900 (of) ] TJ /R100 9.96260 Tf 61.01370 0 Td [ (91\045) -0.30019 ] TJ /R24 9.96260 Tf 20.95310 0 Td [ (which) -270.01700 (is) -269 (lo) 24.98850 (wer) -270 (than) -269.98200 (our) -269.98700 (method\054) -274 (b) 20.00160 (ut) -269.98200 (is) ] TJ -81.96680 -11.95470 Td [ (already) -271.99300 (higher) -272.99900 (than) -271.98200 (the) -271.98600 (state) -273.00100 (of) -271.99300 (the) -271.98600 (arts\056) -376.98900 (W) 79.98660 (e) -271.99900 (also) -272.99900 (compared) ] TJ ET Q q 3190.86000 3182.91000 2158.04000 1799.98000 re W n q 2158.04000 0 0 1799.98000 3190.86000 3182.91000 cm /R174 Do Q Q q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 309.35400 299.96000 Tm [ (Figure) -250.01200 (4\072) -310.01400 (Confusion) -249.98800 (matrix) -250.01200 (on) -249.98800 (the) -249.98800 (MSR\055Action3D) -250.00700 (dataset\056) ] TJ -0.49180 -34.66410 Td [ (with) -193.00500 (a) -192.99200 (method) -192.99700 (which) -193.01200 (uses) -193.99200 (probabilist) 0.99003 (ic) -194.00200 (k) 10.00320 (e) 15.01220 (y\055pose\055motif) -192.98700 (min\055) ] TJ 11.95630 TL T* [ (ing) -322.00800 (b) 20.00160 (ut) -320.99300 (uses) -322.01200 (k\055means) -320.98800 (to) -322.01200 (obtain) -321.02000 (the) -322.01500 (probabilistic) -320.99500 (data\056) -525.00600 (The) ] TJ 11.95470 TL T* [ (method) -254.98700 (achie) 25.01540 (v) 14.98280 (es) -255.99400 (an) -255.99600 (accur) 1.00964 (ac) 13.98790 (y) -255.01100 (of) ] TJ /R100 9.96260 Tf 129.46900 0 Td (88) Tj /R92 9.96260 Tf 9.96328 0 Td [ (\072) -0.80379 ] TJ /R100 9.96260 Tf 2.76680 0 Td [ (7\045) -0.30387 ] TJ /R24 9.96260 Tf 15.83010 0 Td [ (which) -255.00200 (is) -255.98200 (lo) 24.98600 (wer) -254.98200 (than) ] TJ -158.02900 -11.95510 Td [ (ours\056) -622 (This) -353.01700 (is) -354.00700 (mainly) -353.98700 (because) -353.98000 (k\055means) -354.00500 (based) -354.01000 (quantization) ] TJ T* [ (is) -245.98600 (not) -245.98100 (meaningful) -246.98300 (in) -245.98600 (the) -245.99100 (sense) -245.98800 (that) -245.98300 (semantically) -247.01800 (clos) 0.99493 (e) -246.98300 (poses) ] TJ T* [ (will) -250.01200 (ha) 19.99670 (v) 14.98280 (e) -250.00200 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2821.69000 6367.12000 m 2821.69000 6486.67000 l S 516.14800 6365.13000 m 2823.68000 6365.13000 l S 518.14100 6243.59000 m 518.14100 6363.14000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 57.99100 627.94500 Tm [ (Actionlet) -250.00400 (\13327\135) ] TJ ET Q 1203.37000 6243.59000 m 1203.37000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 132.03800 627.94500 Tm (85\05675) Tj ET Q 1661.55000 6243.59000 m 1661.55000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 172.33100 627.94500 Tm (2012) Tj ET Q 1984.34000 6243.59000 m 1984.34000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 204.61000 627.94500 Tm [ (Sk) 10.01790 (eletons) -250.01500 (\053) -249.98300 (depth) ] TJ ET Q 2821.69000 6243.59000 m 2821.69000 6363.14000 l S 516.14800 6241.59000 m 2823.68000 6241.59000 l S 518.14100 6120.05000 m 518.14100 6239.60000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 69.33790 615.59200 Tm [ (Xia) -249.99200 (\13329\135) ] TJ ET Q 1203.37000 6120.05000 m 1203.37000 6239.60000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 132.03800 615.59200 Tm (88\05620) Tj ET Q 1661.55000 6120.05000 m 1661.55000 6239.60000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 172.33100 615.59200 Tm (2013) Tj ET Q 1984.34000 6120.05000 m 1984.34000 6239.60000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 204.61000 615.59200 Tm [ (Sk) 10.01790 (eletons) -250.01500 (\053) -249.98300 (depth) ] TJ ET Q 2821.69000 6120.05000 m 2821.69000 6239.60000 l S 516.14800 6118.06000 m 2823.68000 6118.06000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 50.11210 579.81500 Tm [ (on) -340.99200 (a) 19.99240 (v) 14.98280 (erage\056) -581.01000 (W) 79.98790 (e) -341.00700 (use) -340.99500 (the) -340.01400 (\223lea) 19.99050 (v) 14.98280 (e\055one\055sequence\055out\224) -340.99500 (e) 25.01050 (v) 24.98110 (alua\055) ] TJ 11.95470 TL T* [ (tion) -222.01700 (criterion) -221.98600 (where) -222.00600 (one) -221.01600 (sequence) -221.99800 (is) -221.98900 (used) -221.99000 (for) -222.00500 (testing) -222.00700 (and) -221.99700 (the) ] TJ T* [ (rest) -336.99700 (of) -337 (the) -338.01400 (sequences) -336.99300 (are) -337.01500 (used) -336.99000 (for) -337.98400 (training\056) -571.01000 (W) 79.98660 (e) -337.00700 (repeat) -337.98800 (the) ] TJ T* [ (process) -271.98300 (for) -271.99500 (all) -271.98400 (sequences) -271.98400 (\050199) -271.98200 (in) -271.98200 (total\051) -272.01300 (and) -271.98900 (report) -271.98600 (the) -271.98600 (a) 19.99180 (v) 14.98280 (er) 19.98930 (\055) ] TJ T* [ (age) -339.98600 (accurac) 14.99690 (y) 65.01370 (\056) -578.99900 (T) 79.99030 (able) -338.99900 (4) -340.01700 (sho) 24.99220 (ws) -338.99400 (the) -340.01400 (results\056) -579.01400 (W) 79.98660 (e) -339.00700 (can) -339.98500 (see) -339.98500 (that) ] TJ T* [ (our) -364.01100 (approach) -362.99500 (outperforms) -363.98600 (the) -364.01000 (state\055of\055the\055arts\056) -651.00900 (The) -364.01300 (main) ] TJ 11.95590 TL T* [ (reason) -293.00600 (may) -292.01700 (be) -293.00900 (because) -291.99200 (our) -293.00300 (method) -292 (suf) 24.98360 (fers) -293.01500 (less) -292.01500 (from) -293 (noisy) ] TJ 11.95510 TL T* [ (poses) -290.01200 (because) -289.01200 (it) -290.01500 (is) -290.01700 (only) -288.98900 (the) -289.98300 (k) 10.00320 (e) 15.01220 (y) -289.98600 (poses) -290.01200 (rather) -289.01300 (than) -290.01800 (all) -289.98100 (poses) ] TJ T* [ (are) -272.00500 (useful) -272.99700 (for) -271.99500 <636c6173736902636174696f6e2e> -376.98500 (In) -271.99300 (other) -271.98400 (w) 10 (ords\054) -278.01700 (the) -271.98600 (model) -272.98900 (will) ] TJ T* [ (be) -249.99700 (accurate) -250.01000 (as) -249.99600 (long) -250.01500 (as) -249.99600 (the) -249.99000 (k) 10.00320 (e) 15.01220 (y) -249.99300 (poses) -250.01800 (are) -250.01000 (accurate\056) ] TJ /R22 10.95890 Tf 22.78010 TL T* [ (6\0563\056) -250.00500 (On) -250.00800 (the) -250.01000 (MSR) -249.98500 (Daily) -249.98200 (Acti) 9.99272 (vity3D) -250.00400 (Dataset) ] TJ /R24 9.96260 Tf 11.95510 -18.88400 Td [ (The) -221.01800 (Daily) -221.00400 (Acti) 24.98850 (vity3D) -220.99000 (dataset) -219.99000 (is) -221.00800 (captured) -221.01700 (by) -221.01200 (a) -220.98800 (Kinect) -221.00700 (de\055) ] TJ -11.95510 -11.95630 Td [ (vice) -374.01200 (and) -374.01000 (it) -374.98200 (pro) 14.98520 (vides) -373.99800 (both) -373.99400 (depth) -373.99800 (map) -374.00400 (and) -374.01100 (3D) -374.98900 (sk) 10.01060 (eleton) -374.00100 (se\055) ] TJ 11.95470 TL T* [ (quences\056) -304.01700 (It) -233.01600 (includes) -232.01300 (16) -231.99100 (acti) 24.98240 (vities\072) -301.01200 (drink\054) -236.01700 (eat\054) -236 (read) -232.98800 (book\054) -236.01700 (call) ] TJ T* [ (cellphone\054) -224.99700 (write) -219.99300 (on) -219.01200 (a) -218.98800 (paper) 39.99090 (\054) -226 (use) -219.01500 (laptop\054) -224.99400 (use) -219.01500 (v) 24.98110 (acuum) -219.98800 (cleaner) 39.98600 (\054) ] TJ T* [ (cheer) -284.00300 (up\054) -292.01700 (sit) -284.01100 (still\054) -293.01200 (toss) -284.00700 (paper) 39.99090 (\054) -291.98800 (play) -284.01900 (g) 4.98446 (ame\054) -293.00500 (lay) -283.98400 (do) 24.98600 (wn) -283.98400 (on) -283.98200 (sof) 10.00570 (a\054) ] TJ T* [ (w) 10.00140 (alk\054) -269.00400 (play) -265.00200 (guitar) 40.01050 (\054) -269.01100 (stand) -264.99600 (up) -265.00500 (and) -265.98900 (sit) -264.99400 (do) 24.98600 (wn\056) -354.99000 (F) 14.99260 (or) -265.99200 (some) -264.99500 (actions\054) ] TJ 11.95590 TL T* [ (each) -222.01000 (subject) -221 (performs) -221.98700 (them) -221.00200 (in) -221.99000 (both) -222.01900 (\223sitting\224) -220.98500 (and) -221.99700 (\223standing\224) ] TJ 11.95510 TL T* [ (poses\056) -310.00600 (In) -249.99600 (total\054) -250.01200 (there) -249.99700 (are) -250.01000 (320) -249.98300 (sequences\056) ] TJ 11.95510 -12.90590 Td [ (This) -347.01800 (is) -346.98700 (a) -347.98500 (rather) -347.00300 (challenging) -347.00700 (dataset) -346.98900 (and) -346.99600 (v) 14.98280 (ery) -347.98400 (f) 1.01699 (e) 25.01050 (w) -348.01800 (w) 10 (ork) ] TJ -11.95510 -11.95590 Td [ (ha) 19.99730 (v) 14.98280 (e) -353.00400 (demonstrated) -353.00200 (good) -354 (performance) -353 (on) -352.99000 (it\056) -619.99700 (In) -352.99700 (particular) 40.00560 (\054) ] TJ T* [ (the) -364.99000 (3D) -366.00900 (joint) -365.00600 (locations) -365.98300 (are) -365.01000 (v) 14.98280 (ery) -365 (noisy) -365.98900 (when) -364.99100 (the) -366.01000 (performer) ] TJ T* [ (stands) -397.00700 (close) -396.00300 (to) -397.02000 (the) -396.00500 (sof) 10.00570 (a) -396.99700 (or) -396.01100 (sits) -397.00500 (on) -396.00300 (the) -396.98500 (sof) 10.00570 (a\056) -749.99500 (Considering) ] TJ T* [ (the) -318.01700 (lar) 17.99640 (ge) -319.00500 (amount) -317.99500 (of) -317.98500 (noises) -318.98100 (i) 0.98758 (n) -319 (3D) -318.01800 (sk) 10.00940 (eletons\054) -335.01800 (most) -319.01500 (methods) ] TJ T* [ (\13327\054) -348.01100 (29\135) -348.01400 (combine) -347.99500 (both) -347.99800 (depth) -348.00200 (maps) -348.00200 (and) -348.01500 (3D) -348.01300 (joint) -347.98800 (locations) ] TJ T* [ (for) -247.01900 (action) -247.00200 (recognition\056) -309.01000 (Note) -247.00700 (that) -247.00300 (the) -247.01000 (depth) -247 (map) -247.00500 (is) -247.00500 (relati) 24.98600 (v) 14.98280 (ely) ] TJ 11.95630 TL T* [ (more) -386.00400 (accura) 1.00412 (te) -386.01200 (in) -386.00200 (this) -385.00800 (dataset\056) -717.00300 (Our) -384.99000 (method) -385.98500 (only) -385.01200 (uses) -386.00200 (3D) ] TJ 11.95470 TL T* [ (sk) 10.00940 (eletons) -250.01500 (which) -249.98200 (is) -249.98400 (a) -250.00200 (more) -249.98800 (challenging) -250.00400 (problem\056) ] TJ 11.95510 -12.90700 Td [ (W) 79.98730 (e) -299.01300 (use) -299.00200 (the) -299.00200 (cross\055subject) -298.98100 (e) 25.01050 (v) 24.98110 (aluation) -298.98200 (method) -299.01900 (to) -298.99700 (compare) ] TJ -11.95510 -11.95510 Td [ (our) -287.00400 (method) -288 (with) -286.98900 (the) -287.98400 (state\055of\055the\055arts\056) -421.98800 (Ho) 24.98360 (we) 25.01300 (v) 14.98280 (er) 39.98600 (\054) -297.00700 (it) -286.99600 (is) -288.01800 (w) 10 (orth) ] TJ T* [ (noting) -339.98700 (that) -340.00600 (the) -340.01400 (datase) 0.98513 (t) -340.01400 (doesn\047) 18.01050 (t) -340.01400 (specify) -340.00900 (which) -340.00700 <02> 24.99090 (v) 14.98280 (e) -339.98700 (subjects) ] TJ T* [ (to) -342.00900 (use) -340.99500 (for) -341.98300 (training\056) -583.98800 (W) 79.98790 (e) -341.98700 (report) -340.99600 (the) -342.01400 (result) -342.00400 (when) -340.99500 (training) -341.99200 (on) ] TJ T* [ (subjects) -296.98200 (1\0555\056) -449.99400 (W) 79.98790 (e) -297.01400 (also) -296.99600 (report) -297.00300 (the) -297.00200 (a) 19.99180 (v) 14.98280 (erage) -296.98200 (recognition) -297.01400 (result) ] TJ T* [ (o) 14.98280 (v) 14.98280 (er) -250.00500 (all) -249.98800 (252) -249.98200 (possible) -250 (splits\056) ] TJ 11.95510 -12.90700 Td [ (T) 79.99030 (able) -233.01600 (5) -233.01500 (sho) 24.99220 (ws) -233.01100 (the) -233.99300 (results) -232.99500 (on) -233.01000 (this) -232.99400 (dataset) -233.00800 (using) -232.99100 (a) -234.00500 (single) -232.99300 (s\055) ] TJ -11.95510 -11.95510 Td [ (plit) -248.01100 (e) 25.01110 (v) 24.98110 (aluation) -246.98900 (criterion\056) -308.98900 (Our) -247.99300 (method) -248.00600 (outperforms) -246.98600 (the) -247.99000 (state\055) ] TJ 11.95590 TL T* [ (of\055the\055art) -257.01300 (methods) -256 (\13327\054) -257.00600 (29\135) -257.00900 (which) -257 (use) -255.98900 (only) -256.99400 (3D) -257.00900 (sk) 10.01060 (eletons) -256.99400 (or) ] TJ 11.95510 TL T* [ (depth) -371.99900 (maps\056) -677.00300 (Some) -371.98900 (methods) -372.02000 (which) -372 (use) -372.98900 (more) -372.00700 (information) ] TJ T* [ (\050e\056g\056\054) -396.00700 (combine) -367.01100 (the) -366.01000 (3D) -366.99000 (sk) 10.00940 (eletons) -367.01500 (and) -366.01100 (depth) -367.02000 (maps\051) -366.98300 (achie) 25.01540 (v) 14.98280 (e) ] TJ T* [ (slightly) -326.99400 (better) -328.01600 (performance) -327.00400 (than) -326.99200 (ours\056) -542.01100 (The) -327 (a) 19.99180 (v) 14.98280 (erage) -327.99700 (recog\055) ] TJ T* [ (nition) -323.00700 (accurac) 14.99750 (y) -324.01900 (o) 14.98280 (v) 14.98280 (er) -323.01200 (all) -322.99500 (252) -324.01000 (splits) -323.00500 (for) -323.98600 (our) -322.99800 (method) -323.01500 (is) -324.01200 (79\045\056) ] TJ 258.75000 630.63100 Td [ (T) 79.99160 (able) -549.00400 (6\072) -907.99300 (Action) -548.98400 (recognition) -549.01100 (accurac) 14.99750 (y) -549.98200 (on) -548.99700 (the) -548.99700 (Florence) ] TJ T* [ (dataset) -249.98500 (using) -250.00700 (lea) 19.99420 (v) 14.98280 (e\055one\055actor) 19.99180 (\055out) -249.98300 (setting\056) ] TJ ET Q 3319.59000 6859.28000 m 5195.25000 6859.28000 l S 3321.58000 6737.73000 m 3321.58000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 358.27000 677.36000 Tm (Methods) Tj ET Q 4192.51000 6737.73000 m 4192.51000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 425.42800 677.36000 Tm [ (Accurac) 15.00240 (y) -249.99300 (\050\045\051) ] TJ ET Q 4870.46000 6737.73000 m 4870.46000 6857.28000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 494.00500 677.36000 Tm [ (Y) 99.98820 (ear) ] TJ ET Q 5193.25000 6737.73000 m 5193.25000 6857.28000 l S 3319.59000 6735.74000 m 5195.25000 6735.74000 l S 3321.58000 6614.20000 m 3321.58000 6733.75000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 338.33500 665.00600 Tm [ (Lorenzo) -249.99000 (et) -249.99500 (al\056) -309.98300 (\13317\135) ] TJ ET Q 4192.51000 6614.20000 m 4192.51000 6733.75000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 441.94100 665.00600 Tm (82\05615) Tj ET Q 4870.46000 6614.20000 m 4870.46000 6733.75000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 493.22300 665.00600 Tm (2013) Tj ET Q 5193.25000 6614.20000 m 5193.25000 6733.75000 l S 3319.59000 6612.20000 m 5195.25000 6612.20000 l S 3321.58000 6490.66000 m 3321.58000 6610.21000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 338.43000 652.65300 Tm [ (Ra) 20.00650 (viteja) -250.02000 (et) -249.99500 (al\056) -309.98300 (\13323\135) ] TJ ET Q 4192.51000 6490.66000 m 4192.51000 6610.21000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 441.94100 652.65300 Tm (90\05688) Tj ET Q 4870.46000 6490.66000 m 4870.46000 6610.21000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 493.22300 652.65300 Tm (2014) Tj ET Q 5193.25000 6490.66000 m 5193.25000 6610.21000 l S 3319.59000 6488.67000 m 5195.25000 6488.67000 l S 3321.58000 6367.12000 m 3321.58000 6486.67000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 348.19300 640.29900 Tm [ (T) 35.01870 (ran) -250 (et) -249.99500 (al\056) -309.98300 (\1335\135) ] TJ ET Q 4192.51000 6367.12000 m 4192.51000 6486.67000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 441.94100 640.29900 Tm (87\05604) Tj ET Q 4870.46000 6367.12000 m 4870.46000 6486.67000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 493.22300 640.29900 Tm (2014) Tj ET Q 5193.25000 6367.12000 m 5193.25000 6486.67000 l S 3319.59000 6365.13000 m 5195.25000 6365.13000 l S 3321.58000 6243.59000 m 3321.58000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R22 9.96260 Tf 1 0 0 1 344.50700 627.94500 Tm [ (Our) -250.01500 (A) 25.01790 (ppr) 17.98230 (oach) ] TJ ET Q 4192.51000 6243.59000 m 4192.51000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R22 9.96260 Tf 1 0 0 1 441.94100 627.94500 Tm (92\05625) Tj ET Q 4870.46000 6243.59000 m 4870.46000 6363.14000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 493.22300 627.94500 Tm (2015) Tj ET Q 5193.25000 6243.59000 m 5193.25000 6363.14000 l S 3319.59000 6241.59000 m 5195.25000 6241.59000 l S q 10 0 0 10 0 0 cm BT /R24 9.96260 Tf 1 0 0 1 308.86200 594.29100 Tm [ (The) -348.01500 (result) -346.98400 (is) -348.00800 (promising) -348.01100 (gi) 24.98600 (v) 14.98280 (en) -347 (the) -348.01100 (amount) -347.99100 (of) -347 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17.99120 (W) ] TJ /R24 8.96640 Tf 29.72300 0 Td [ (\054) -250 (pages) -250.01200 (9\22614\056) -250.00300 (IEEE\054) -249.98700 (2010\056) ] TJ -122.85200 -11.45080 Td [ (\13312\135) -556.01000 (J\056) -312.99200 (Luo\054) -328.99000 (W) 91.99110 (\056) -312.99600 (W) 80.01060 (ang\054) -329.00300 (and) -313.99500 (H\056) -313.00500 (Qi\056) -563.01900 (Group) -312.99900 (sparsity) -312.97900 (and) -312.99300 (geometry) ] TJ 19.91870 -10.95900 Td [ (constrained) -346.00200 (dictionary) -345.97900 (learning) -345.98700 (for) -345.98200 (action) -346.01600 (recognition) -345.98000 (from) ] TJ T* [ (depth) -249.98900 (maps\056) -360.01000 (In) ] TJ /R30 8.96640 Tf 56.27300 0 Td (ICCV) Tj /R24 8.96640 Tf 20.42500 0 Td [ (\054) -250 (pages) -250.01200 (1809\2261816\056) -250.00300 (IEEE\054) -249.98700 (2013\056) ] TJ -96.61680 -11.45120 Td [ (\13313\135) -556.01000 (M\056) -359.99900 (Muzammal) -361.00900 (and) -361.00200 (R\056) -360.99100 (Raman\056) -713.98800 (Mining) -361.00500 (sequential) -360.00600 (pattern\055) ] TJ 19.91870 -10.95900 Td [ (s) -350 (from) -349.98100 (probabilistic) -350.00700 (databases\056) -679.00400 (In) ] TJ /R30 8.96640 Tf 128.46300 0 Td [ (Advances) -350.01800 (in) -349.99600 (Knowledg) 9.99282 (e) ] TJ -128.46300 -10.95900 Td [ (Disco) 10.00440 (very) -214.00200 (and) -213.99500 (Data) -213.99500 (Mining) ] TJ /R24 8.96640 Tf 99.30430 0 Td [ (\054) -220.98600 (pages) -213.98400 (210\226221\056) -214.01800 (Springer) 40.01480 (\054) -221.98800 (2011\056) ] TJ -119.22300 -11.45000 Td [ (\13314\135) -556.01000 (O\056) -383.01600 (Oreifej) -382.99700 (and) -384.00500 (Z\056) -383.01100 (Liu\056) -786.98300 (Hon4d\072) -575.98100 (Histogram) -383.99700 (of) -382.99700 (oriented) -383.01900 (4d) ] TJ 19.91870 -10.95900 Td [ (normals) -364 (for) -363.01600 (acti) 24.98750 (vity) -364.01500 (recognition) -364.01500 (from) -363.00600 (depth) -364 (sequences\056) -724.01600 (In) ] TJ /R30 8.96640 Tf (CVPR) ' /R24 8.96640 Tf 22.41600 0 Td [ (\054) -250 (pages) -250.01200 (716\226723\056) -250.00300 (IEEE\054) -249.98700 (2013\056) ] TJ -42.33480 -11.45080 Td [ (\13315\135) -556.01000 (J\056) -195.01700 (R\056) -195.00800 (P) 15.00490 (adilla\055L) ] TJ 71.35900 0.04492 Td (\264) Tj -0.74922 -0.04492 Td [ (opez\054) -205.99400 (A\056) -195.98900 (A\056) -194.98700 (Chaaraoui\054) -206.00500 (and) -195.01800 (F) 80.00520 (\056) -195.97900 (Fl) ] TJ 114.07900 0.04492 Td (\264) Tj -0.74805 -0.04492 Td [ (orez\055Re) 24.97930 (vuelta\056) ] TJ -164.02200 -10.95900 Td [ (A) -388.00300 (discussion) -388.98500 (on) -387.99400 (the) -389.00500 (v) 25.00660 (alidation) -387.99600 (tests) -388.98700 (emplo) 10.01730 (yed) -388.01300 (to) -388.98700 (compare) ] TJ T* [ (human) -382.99500 (action) -384.00600 (recognition) -383.00900 (methods) -383.98300 (using) -383.01400 (the) -383.99700 (m) 1.01017 (sr) -383.99700 (action3d) ] TJ (dataset\056) ' /R30 8.96640 Tf 30.36910 0 Td [ (arXiv) -249.98900 (pr) 36.99110 (eprint) -250.01900 (arXiv\0721407\0567390) ] TJ /R24 8.96640 Tf 114.48100 0 Td [ (\054) -250 (2014\056) ] TJ -164.76900 -11.45120 Td [ (\13316\135) -556.01000 (M\056) -262.02000 (Raptis\054) -267.01800 (I\056) -261.99400 (K) 35.01710 (okkinos\054) -266.98000 (and) -261.97800 (S\056) -263.00900 (Soatto\056) -401.98400 (Disco) 15.01370 (v) 14.98650 (ering) -261.98300 (discrim\055) ] TJ 19.91870 -10.95900 Td [ (inati) 25.01470 (v) 14.98650 (e) -261.02000 (action) -261.02100 (parts) -261.02100 (from) -261.02100 (mid\055le) 25 (v) 14.98650 (el) -261.01000 (video) -261.01100 (representations\056) -395.01000 (In) ] TJ /R30 8.96640 Tf (CVPR) ' /R24 8.96640 Tf 22.41600 0 Td [ (\054) -250 (pages) -250.01200 (1242\2261249\056) -250.00300 (IEEE\054) -249.98700 (2012\056) ] TJ -42.33480 -11.45120 Td [ (\13317\135) -556.01000 (L\056) -461.99500 (Seidena) 1.01562 (ri\054) -515.01400 (V) 128.98800 (\056) -461.99000 (V) 110.99500 (arano\054) -515.01800 (S\056) -462.01500 (Berretti\054) -514.99000 (A\056) -462 (Del) -461.98700 (Bimbo\054) -514.97900 (and) ] TJ 19.91870 -10.95900 Td [ (P) 110.98000 (\056) -281.01900 (P) 15.00490 (ala\056) -458.01000 (Recognizing) -280.97900 (actions) -281.01300 (from) -281.01700 (depth) -280.00600 (cameras) -280.98600 (as) -281.01100 (weakly) ] TJ 10.95780 TL T* [ (aligned) -213.01200 (multi\055part) -211.99200 (bag\055of\055poses\056) -280.00300 (In) ] TJ /R30 8.96640 Tf 126.51000 0 Td [ (CVPR) 17.98980 (W) ] TJ /R24 8.96640 Tf 29.72380 0 Td [ (\054) -213.01300 (pages) -211.97800 (479\226485\056) ] TJ -156.23400 -10.95900 Td [ (IEEE\054) -249.98600 (2013\056) ] TJ -19.91870 -11.45120 Td [ (\13318\135) -556.01000 (S\056) -291.98000 (Sempena\054) -304.00800 (N\056) -293.00900 (U\056) -293.00900 (Maulide) 24.99020 (vi\054) -303.01100 (and) -292.99700 (P) 110.97900 (\056) -293 (R\056) -292.98600 (Aryan\056) -498.01800 (Human) -291.99700 (ac\055) ] TJ 19.91870 -10.95900 Td [ (tion) -397.99600 (recognition) -397.99600 (using) -398.00100 (dynamic) -397.99100 (time) -398.00600 (w) 10.00920 (arping\056) -834.01900 (In) ] TJ /R30 8.96640 Tf 188.93900 0 Td (Electri\055) Tj -188.93900 -10.95900 Td [ (cal) -258.00500 (Engineering) -257.01400 (and) -257.99600 (Informatics) -258.00300 (\050ICEEI\051\054) -256.98200 (2011) -257.99400 (Internation\055) ] TJ 10.95900 TL T* [ (al) -250.01300 (Confer) 36.99390 (ence) -249.99200 (on) ] TJ /R24 8.96640 Tf 61.42810 0 Td [ (\054) -250 (pages) -250.01200 (1\2265\056) -250.00200 (IEEE\054) -249.98700 (2011\056) ] TJ 177.40300 629.03700 Td [ (\13319\135) -556.01200 (J\056) -325.01400 (Shotton\054) -344.98100 (T) 74.01220 (\056) -325.02000 (Sharp\054) -344.98900 (A\056) -324.98700 (Kipman\054) -344.98400 (A\056) -324.98700 (Fitzgibbon\054) -344.98900 (M\056) -325.01400 (Finoc\055) ] TJ 19.91870 -10.95900 Td [ (chio\054) -328.99500 (A\056) -312.00500 (Blak) 9.97920 (e\054) -329.00300 (M\056) -312.99300 (Cook\054) -328.01500 (and) -312.99600 (R\056) -312.98500 (Moore\056) -560.99700 (Real\055time) -312.99600 (human) ] TJ 10.95820 TL T* [ (pose) -231 (recognition) -231.01100 (in) -231.01900 (parts) -231.00600 (from) -231.00600 (s) 1.00745 (ingle) -230.98400 (depth) -230.99500 (images\056) ] TJ /R30 8.96640 Tf 185.45100 0 Td (Commu\055) Tj -185.45100 -10.95900 Td [ (nications) -250.01100 (of) -250.01400 (the) -249.98900 (A) 30.01110 (CM) ] TJ /R24 8.96640 Tf 76.19610 0 Td [ (\054) -250 (56\0501\051\072116\226124\054) -249.97800 (2013\056) ] TJ -96.11480 -11.95590 Td [ (\13320\135) -556.01200 (R\056) -193.00300 (Srikant) -193.99400 (and) -194.01600 (R\056) -193.00300 (Agra) 14.98650 (w) 10.00920 (al\056) ] TJ /R30 8.96640 Tf 117.18400 0 Td [ (Mining) -193.99700 (sequential) -193 (patterns\072) -282.00400 (Gen\055) ] TJ -97.26520 -10.95780 Td [ (er) 15.01650 (alizations) -206.02100 (and) -206.97900 (performance) -205.98300 (impr) 45.00850 (o) 10.02000 (vements) ] TJ /R24 8.96640 Tf 156.84100 0 Td [ (\056) -265.98900 (Springer) 40.01480 (\054) -215.01700 (1996\056) ] TJ -176.76000 -11.95630 Td [ (\13321\135) -556.01200 (Q\056) -310 (D\056) -311.00300 (T) 35.02120 (ran) -310 (and) -310.98900 (N\056) -310 (Q\056) -311.00300 (L) 55.01770 (y) 65 (\056) -552.99800 (Sparse) -310.99700 (spatio\055temporal) -310.00600 (represen\055) ] TJ 19.91870 -10.95900 Td [ (tation) -287 (of) -286.97900 (joint) -286.98200 (shape\055motion) -286.98700 (cues) -288 (for) -286.99300 (human) -287.02000 (action) -286.98700 (recogni\055) ] TJ T* [ (tion) -276.01400 (in) -275.97900 (depth) -275.99800 (sequences\056) -444.01900 (In) ] TJ /R30 8.96640 Tf 100.78900 0 Td [ (Computing) -276.00900 (and) -275.98700 (Communication) ] TJ -100.78900 -10.95900 Td [ (T) 91.98570 (ec) 14.99200 (hnolo) 9.98465 (gies\054) -346.98200 (Resear) 36.99520 (c) 15.01100 (h\054) -347.97900 (Inno) 10.00370 (vation\054) -346.97700 (and) -328.00400 (V) 74.01220 (ision) -327.98200 (for) -327.99300 (the) -328.01500 (Fu\055) ] TJ 10.95900 TL T* [ (tur) 37 (e) -290.99300 (\050RIVF\051\054) -291.00900 (2013) -291.01700 (IEEE) -292.00300 (RIVF) -291 (International) -291.01200 (Confer) 36.99250 (ence) -290.98400 (on) ] TJ /R24 8.96640 Tf 214.08900 0 Td (\054) Tj -214.08900 -10.95900 Td [ (pages) -250.01100 (253\226258\056) -250.00300 (IEEE\054) -249.98700 (2013\056) ] TJ -19.91870 -11.95510 Td [ (\13322\135) -556.01200 (N\056) -317.01500 (V) 110.99400 (asw) 9.99554 (ani\054) -335.00700 (A\056) -318.01700 (R\056) -317.99200 (Cho) 25.01740 (wdhury) 65.01590 (\054) -334.99600 (and) -318.00600 (R\056) -317.99500 (Chellappa\056) -576.98600 (Acti) 24.99570 (vity) ] TJ 19.91870 -10.95900 Td [ (recognition) -376.99900 (using) -377.00200 (the) -377.98400 (dynamics) -376.98800 (of) -376.98800 (the) -376.98200 <636f6e026775726174696f6e> -377.99000 (of) -376.98800 (in\055) ] TJ T* [ (teracting) -298.98900 (objects\056) -516.98500 (In) ] TJ /R30 8.96640 Tf 76.48520 0 Td (CVPR) Tj /R24 8.96640 Tf 22.41600 0 Td [ (\054) -299.01100 (v) 19.99650 (olume) -298.98900 (2\054) -311.99400 (pages) -298.97900 (II\226633\056) -298.99500 (IEEE\054) ] TJ -98.90120 -10.95900 Td (2003\056) Tj -19.91870 -11.95510 Td [ (\13323\135) -556.01200 (R\056) -289.98000 (V) 110.99400 (emulapalli\054) -300.98500 (F) 80.00520 (\056) -289.99300 (Arrate\054) -300.99300 (and) -289.99300 (R\056) -290.98400 (C) 1.01290 (hellappa\056) -489.99700 (Human) -289.99300 (action) ] TJ 19.91870 -10.95900 Td [ (recognition) -380.00500 (by) -379.01900 (representing) -380 (3d) -379.97800 (sk) 9.98193 (eletons) -378.99200 (as) -379.99400 (points) -380 (in) -379.00800 (a) -379.99400 (lie) ] TJ T* [ (group\056) -360.01900 (In) ] TJ /R30 8.96640 Tf 36.09920 0 Td (CVPR) Tj /R24 8.96640 Tf 22.41480 0 Td [ (\054) -250 (pages) -250.01100 (588\226595\056) -250 (IEEE\054) -249.98400 (2014\056) ] TJ -78.43280 -11.95510 Td [ (\13324\135) -556.01200 (C\056) -356.98300 (W) 80.01060 (ang\054) -383.98300 (J\056) -357.99300 (Flynn\054) -383.98000 (Y) 128.98600 (\056) -357.99900 (W) 80.00790 (ang\054) -383.98600 (and) -357.99900 (A\056) -357.00800 (L\056) -358.00400 (Y) 110.99400 (ui) 1.01290 (lle\056) -703.99500 (Recogniz\055) ] TJ 19.91870 -10.95900 Td [ (ing) -269.00800 (actions) -268.98900 (in) -269.00800 (3d) -269.01600 (by) -268.01400 (action\055snippets) -269 (and) -268.99500 (acti) 24.98480 (v) 25.00660 (ated) -269 (simplices\056) ] TJ /R30 8.96640 Tf (AAAI) ' /R24 8.96640 Tf 19.42110 0 Td [ (\054) -250 (2016\056) ] TJ -39.33980 -11.95510 Td [ (\13325\135) -556.01200 (C\056) -296.99400 (W) 80.01060 (ang\054) -308.00500 (Y) 128.98600 (\056) -297.00700 (W) 80.01060 (ang\054) -309.00700 (and) -297.00700 (A\056) -297.01800 (L\056) -297.01300 (Y) 110.99400 (uille\056) -509.99300 (An) -296.99600 (approach) -297.01300 (to) -297.01800 (pose\055) ] TJ 19.91870 -10.95900 Td [ (based) -327.99300 (action) -326.97800 (recognition\056) -609.00600 (In) ] TJ /R30 8.96640 Tf 107.15500 0 Td (CVPR) Tj /R24 8.96640 Tf 22.41600 0 Td [ (\054) -327.98200 (pages) -326.99100 (915\226922\056) -327.98200 (IEEE\054) ] TJ -129.57100 -10.95900 Td (2013\056) Tj -19.91870 -11.95470 Td [ (\13326\135) -556.01200 (H\056) -202.00200 (W) 80.01060 (ang\054) -212.98900 (A\056) -203.00400 (Klaser) 39.98760 (\054) -212.01100 (C\056) -202.98200 (Schmid\054) -211.99500 (and) -202.99300 (C\056\055L\056) -203.02000 (Liu\056) -258.01100 (Action) -201.98000 (recog\055) ] TJ 19.91870 -10.95940 Td [ (nition) -372.98000 (by) -373.00700 (dense) -372.99600 (trajectories\056) -753.98700 (In) ] TJ /R30 8.96640 Tf 120.00200 0 Td [ (Computer) -373.00700 (V) 74.01220 (ision) -372.98500 (and) -373.00700 (P) 79.98070 (at\055) ] TJ -120.00200 -10.95900 Td [ (tern) -286.01200 (Reco) 10.02000 (gnition) -285.98200 (\050CVPR\051\054) -286.01800 (2011) -286.00700 (IEEE) -285.99100 (Confer) 36.99250 (ence) -286.01800 (on) ] TJ /R24 8.96640 Tf 191.02800 0 Td [ (\054) -295.00300 (pages) ] TJ -191.02800 -10.95900 Td [ (3169\2263176\056) -250.00300 (IEEE\054) -249.98700 (2011\056) ] TJ -19.91870 -11.95470 Td [ (\13327\135) -556.01200 (J\056) -323.01000 (W) 80.01060 (ang\054) 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