%PDF-1.3 1 0 obj << /Kids [ 3 0 R 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R ] /Type /Pages /Count 6 >> endobj 2 0 obj << /Title (Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image) /Producer (PyPDF2) /Author (Pyong\055Kun Kim\054 Kil\055Taek Lim) /Subject (2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 10 0 R /Resources << /XObject << /x8 11 0 R /x6 14 0 R /x12 17 0 R /x10 20 0 R >> /ExtGState << /s9 23 0 R /s11 26 0 R /a0 << /CA 1 /ca 1 >> /R20 29 0 R /s5 30 0 R /s7 33 0 R >> /Font << /F2 36 0 R /R29 37 0 R /F1 41 0 R /R21 42 0 R /R23 46 0 R /R25 50 0 R /R27 54 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 57 0 R 58 0 R 59 0 R 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Contents 66 0 R /Resources << /XObject << /R43 67 0 R /R42 68 0 R >> /ExtGState << /R20 29 0 R >> /Font << /R21 42 0 R /R29 37 0 R /R23 46 0 R /F1 69 0 R /F2 70 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /Group 71 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R ] /Type /Page >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Contents 77 0 R /Resources << /XObject << /R52 78 0 R /R53 79 0 R >> /ExtGState << /R20 29 0 R >> /Font << /F2 80 0 R /R54 81 0 R /F1 85 0 R /R58 86 0 R /R60 89 0 R /R21 42 0 R /R56 93 0 R /R23 46 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /Group 71 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 96 0 R 97 0 R 98 0 R ] /Type /Page >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Contents 99 0 R /Resources << /XObject << /R76 100 0 R /R77 101 0 R >> /ExtGState << /R20 29 0 R >> /Font << /F2 102 0 R /R78 103 0 R /F1 106 0 R /R58 86 0 R /R54 81 0 R /R23 46 0 R /R80 107 0 R /R25 50 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /Group 111 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 112 0 R 113 0 R 114 0 R 115 0 R 116 0 R 117 0 R 118 0 R 119 0 R ] /Type /Page >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Contents 120 0 R /Resources << /XObject << /R98 121 0 R /R99 122 0 R /R101 123 0 R /R100 124 0 R /R105 125 0 R /R104 126 0 R >> /ExtGState << /R20 29 0 R >> /Font << /R54 81 0 R /R102 127 0 R /F2 132 0 R /F1 133 0 R /R21 42 0 R /R23 46 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /Group 71 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 134 0 R 135 0 R 136 0 R 137 0 R 138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R ] /Type /Page >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Contents 145 0 R /Resources << /XObject << /R113 146 0 R /R114 147 0 R >> /ExtGState << /R20 29 0 R >> /Font << /F2 148 0 R /R29 37 0 R /F1 149 0 R /R21 42 0 R /R23 46 0 R /R27 54 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /Group 71 0 R /MediaBox [ 0 0 612 792 ] /Annots [ 150 0 R 151 0 R ] /Type /Page >> endobj 9 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 10 0 obj << /Length 15920 >> stream q q q 0.10000 0 0 0.10000 0 0 cm /R20 gs 0 g q 10 0 0 10 0 0 cm BT /R21 14.34620 Tf 1 0 0 1 60.16990 675.06700 Tm [ (V) 99.99310 (ehicle) -250.01200 (T) 73.99160 (ype) -250 <436c6173736902636174696f6e> -250 (Using) -249.99100 (Bagging) -249.99300 (and) -249.99100 (Con) 40.00710 (v) 9.99625 (olutional) -249.99500 (Neural) -250.00800 (Netw) 9.99285 (ork) ] TJ 133.44800 -17.93320 Td [ (on) -250.01300 (Multi) -250.01000 (V) 37.01370 (iew) -249.99100 (Sur) 9.99455 (v) 9.99625 (eillance) -250.01000 (Image) ] TJ /R23 11.95520 Tf 20.21910 -37.85780 Td [ (Pyong\055K) 14.99130 (un) -250.01200 (Kim) -250.01400 (and) -249.98700 (Kil\055T) 79.98610 (aek) -250.01600 (Lim) ] TJ -67.70700 -13.94730 Td [ (Electronics) -250.01200 (and) -249.98700 (T) 70.01640 (elecommunications) -250.00600 (Research) -250.00600 (Institute) -250.01400 (\050ETRI\051) ] TJ 103.14100 -13.94800 Td [ (Dae) 15.01580 (gu\054) -250.00200 (South) -249.99500 (K) 34.99600 (orea) ] TJ /R25 8.96640 Tf -7.37500 -13.94770 Td [ (f) -0.90126 ] TJ /R27 8.96640 Tf 4.60781 0 Td (iros\054ktl) Tj /R25 8.96640 Tf 43.03830 0 Td [ (g) -0.90126 ] TJ /R27 8.96640 Tf 4.60781 0 Td (\100etri\056re\056kr) Tj /R21 11.95520 Tf -148.15500 -41.04610 Td (Abstract) Tj /R29 9.96260 Tf -83.92770 -25.12500 Td [ (This) -311.01400 (paper) -310.99000 (aims) -310.98600 (to) -310.01400 (intr) 44.99860 (oduce) -311 (a) -311.00200 (ne) 15.01830 (w) -310.99500 (vehicle) -311.00400 (type) -311.00400 (classi\055) ] TJ -11.95510 -11.95510 Td [ <02636174696f6e> -258.98600 (sc) 15.01890 (heme) -259.01700 (on) -257.98600 (the) -259.00800 (ima) 10.01300 (g) 10.00320 (es) -259.01400 (fr) 44.98640 (om) -259.00800 (multi\055vie) 15.00240 (w) -259.00300 (surveillance) ] TJ 11.95510 TL T* [ (camer) 14.98340 (a\056) -527.98300 (W) 91.98650 (e) -323.00900 (pr) 44.98390 (opose) -322.98800 (four) -322.98200 (concepts) -322.01000 (to) -322.99300 (incr) 36.98890 (ease) -323.00200 (the) -322.99800 (perfor) 19.98200 (\055) ] TJ T* [ (mance) -319.00100 (on) -320.01500 (the) -318.99800 (ima) 10.01300 (g) 10.00320 (es) -319.00400 (whic) 14.99870 (h) -319.98100 (have) -319.00400 (various) -319.01500 (r) 37.01830 (esolutions) -320.01500 (fr) 44.98510 (om) ] TJ T* [ (multi\055vie) 15.00240 (w) -360.98500 (point\056) -644.99800 (The) -360.98400 (Deep) -361 (Learning) -362.01400 (method) -361.01800 (is) -362.00600 (essential) ] TJ T* [ (to) -374.00400 (multi\055vie) 15.00240 (w) -374.98300 (point) -373.98700 (ima) 10.01300 (g) 10.00320 (e) 9.99343 (\054) -406.00800 (ba) 10.00810 (g) 10.00320 (ging) -373.99400 (method) -373.99600 (mak) 10 (es) -374.99400 (system) ] TJ 11.95590 TL T* [ (r) 45.01820 (ob) 20.00650 (ust\054) -411.00900 (data) -379.01300 (augmentation) -379.01900 (help) -378.00300 (to) -378.98300 (gr) 44.98390 (ow) -379.01800 (the) -378.98800 <636c6173736902636174696f6e> ] TJ 11.95510 TL T* [ (capability) 55.01100 (\054) -237.99700 (and) -235.00500 (post\055pr) 45.00350 (oces) 0.98268 (sing) -234.99600 (compensate) -234.99800 (for) -235.00200 (imbalanced) ] TJ T* [ (data\056) -421.00300 (W) 91.98650 (e) -287.01500 (combine) -286.99500 (these) -287.00100 (sc) 15.01830 (hemes) -287.00600 (and) -286.99600 (b) 20.00160 (uild) -286.98600 (a) -287.00600 (no) 10.00810 (vel) -287.01300 (vehicle) ] TJ T* [ (type) -283.00800 <636c6173736902636174696f6e> -282.01300 (system\056) -409.01400 (Our) -282.01800 (system) -282.99800 (shows) -283.01700 (97\05684\045) -282.98700 (clas\055) ] TJ T* [ <736902636174696f6e> -293.98600 (accur) 14.98520 (acy) -293.01400 (on) -294.02000 (the) -293.98300 (103\054833) -293.01600 (ima) 10.01300 (g) 10.00320 (es) -293.98800 (in) -294.01700 <636c6173736902636174696f6e> ] TJ T* [ (c) 15.01280 (halleng) 9.98914 (e) -250.00200 (dataset\056) ] TJ /R21 11.95520 Tf 39.50900 TL T* [ (1\056) -249.99000 (Intr) 18.01460 (oduction) ] TJ /R23 9.96260 Tf 11.95510 -20.14410 Td [ (Recently) 64.99410 (\054) -305.00500 (pattern) -294.99700 (recognition) -293.99500 (and) -293.98400 (computer) -294.00700 (vision) -295.01400 (tech\055) ] TJ -11.95510 -11.95510 Td [ (nology) -198.01300 (ha) 19.99730 (v) 14.98280 (e) -198.99100 (been) -198.00500 (widely) -199.00200 (applied) -197.98500 (for) -198.98800 (safety) -197.99900 (and) -198.98200 (con) 39.99820 (v) 14.98280 (enience) ] TJ 11.95510 TL T* [ (in) -354.98700 (our) -354.99300 (li) 24.99030 (v) 14.98280 (es\056) -624.98900 (The) -354.99500 (go) 14.98770 (v) 14.98280 (ernment) -354.98200 (has) -354.99200 (been) -356.01700 (b) 20.00160 (uilding) -354.99700 (an) -355 (infor) 20.00650 (\055) ] TJ T* [ (mation) -321.01200 (system) -321.01300 (that) -320.99100 (monitors) -322.02000 (traf) 25.99200 <0263> -322.01500 (lik) 10.01790 (e) -321.01000 (cars\054) -339.00500 (motorc) 15 (ycles\054) ] TJ T* [ (bic) 14.98590 (ycles\054) -344.98900 (and) -326.01800 (pedestrians\056) -536.98000 (The) -326.01900 (cameras) -325.98700 (installed) -325.98700 (on) -326.01400 (urban) ] TJ 11.95590 TL T* [ (roads) -354.01100 (impro) 15.00420 (v) 14.98280 (e) -353.98500 (crime) -352.99300 (pre) 25.01300 (v) 14.98280 (ention) -353.99500 (and) -354.01300 (transportation) -354.01400 (capac\055) ] TJ 11.95510 TL T* [ (ity) 64.98920 (\056) -301.00600 (Accordingly) 65 (\054) -229.01800 (data) -223.99800 (analysis) -222.99300 (of) -224 (traf) 25.01180 <0263> -223.01200 (image) -223.98700 (is) -223.00900 (helpful) -224.01900 (for) ] TJ T* [ (police) -235.98400 (crime) -237.01200 (pre) 25.01300 (v) 14.98280 (ention) -236.01500 (and) -235.99400 (transportation) -235.99500 (in) 40.00560 (v) 14.98280 (estment\056) -305.99600 (T) 35.01870 (ra\055) ] TJ T* [ (ditional) -267.01400 (traf) 25.01180 <0263> -265.98500 (surv) 14.99010 (eillance) -267.00600 (systems) -267.01600 (consist) -266.00200 (of) -267.01200 (manually) -266.98200 (in\055) ] TJ T* [ (specting) -302.00100 (video) -300.99000 (and) -301.98300 (attaching) -300.98500 (labels) -302.01100 (to) -302.01600 (the) -301.00100 (required) -301.98100 (frames\054) ] TJ T* [ (b) 20.00160 (ut) -356.00700 (recent) -357.00400 (research) -355.99200 (automates) -357.00900 (these\056) -628.98100 (Detecting) -355.99700 (objects) -357.01600 (of) ] TJ 11.95590 TL T* [ (interest) -308.98600 (on) -308.01700 (images) -308.98500 (and) -309.00100 (classifying) -307.99000 (the) -309 <73706563690263> -308.98800 (information) ] TJ 11.95510 TL T* [ (lik) 10.01790 (e) -267.01900 (v) 14.98280 (ehicle) -267.00800 (type\054) -272.01700 (mo) 14.99500 (ving) -266.99200 (direction\054) -270.98700 (and) -267.00900 (unusual) -268.00400 (action) -267 (can) ] TJ T* [ (be) -265.01400 (automatically) -263.98900 (processed\056) -354.98600 (F) 14.99260 (or) -263.99400 (these) -265.00500 (automatic) -264.98300 (processes\054) ] TJ T* [ (the) -376.00800 (v) 14.98280 (ehicle) -374.99000 (type) -376.00300 <636c6173736902636174696f6e> -376.00700 (is) -374.98300 (important\054) -408.00500 (b) 20.00160 (ut) -374.98400 (it) -376 (is) -376.00300 (dif) 24.98600 <022d> ] TJ T* [ (cult) -324.98900 (to) -324.99200 (classify) -324.98500 (traf) 25.01180 <0263> -324.99500 (objects) -324.98300 (because) -325.00600 (man) 14.99010 (y) -325 (of) -325.00200 (the) -324.99700 (images) ] TJ 11.95590 TL T* [ (from) -213.01300 (camer) 1.01515 (a) -212.98800 (ha) 19.99790 (v) 14.98280 (e) -212.98900 (poor) -211.99200 (quality) -212.99100 (and) -211.99800 (v) 24.98110 (arious) -213.00900 (vie) 24.98360 (w) -212.00100 (points\056) -297.99200 (Re\055) ] TJ 11.95510 TL T* [ (cent) -378.99200 (de) 25.01600 (v) 14.98280 (elopment) -379.00200 (in) -378.98300 (pattern) -378.98300 (recognition\054) -410.99300 (lik) 10.01790 (e) -379 (deep) -378.99300 (neural) ] TJ T* [ (netw) 10.00870 (ork) -326.01700 (has) -326.99800 (m) 0.99248 (ade) -327.00800 (successful) -326.00400 (progress) -326.00700 (in) -326.01200 (automatic) -327.01200 (image) ] TJ T* [ (recognition\054) -303.99000 (and) -293.00400 (it) -292.99500 (is) -292.99600 (widely) -292.98700 (used) -292.99800 (in) -292.99800 (the) -293.00300 (surv) 14.99010 (eillance) -293 (video) ] TJ T* [ (system\056) -293.01400 (But) -201 (deep) -200.00500 (neural) -200 (netw) 10.00940 (ork) -199.99800 (needs) -199.99800 (much) -199.98900 (of) -200.98400 (image) -199.99100 (data\054) ] TJ 258.75000 455.38700 Td [ (and) -221.99700 (it) -221.98700 (is) -221.99000 (not) -221.98500 (easy) -221.01900 (to) -221.99000 (acquire) -222.00200 (enough) -221.98300 (data) -221.99700 (to) -221.99200 (train) -221.99200 (deep) -222.00200 (neural) ] TJ T* [ (netw) 10.00810 (ork\056) ] TJ 11.95510 -12.82300 Td [ (F) 14.99260 (ortunately) 64.99900 (\054) -509.01100 (T) 35.01870 (raf) 25.00560 <02> 0.99493 (c) -456.98700 (Surv) 14.99750 (eillance) -457.01200 (W) 79.98660 (orkshop) -456.99200 (and) -457.01700 (Chal\055) ] TJ -11.95510 -11.95470 Td [ (lenge) -425.02000 (is) -425.99500 (of) 25.01790 (fering) -424.98100 (lar) 17.99700 (ge) -426.00700 (v) 14.98280 (ehicle) -424.98300 (image) -425.99300 (dataset) -425.01200 (for) -426.00700 (surv) 14.99260 (eil\055) ] TJ T* [ (lance\056) -549.98400 (This) -328.98200 (image) -330.00900 (dataset\054) -350.00500 (called) -330.01800 <93636c6173736902636174696f6e> -330.01800 (challenge) ] TJ T* [ (dataset\224) -207.01700 (\1331\135) -206.98800 (is) -207.01200 (di) 24.98850 (vided) -207.98700 (i) 0.98758 (nto) -207.98500 (11) -207.01400 (cate) 15.01220 (gories\056) -294.99000 (Each) -208.00500 (is) -207.01000 (articulated) ] TJ T* [ (truck\054) -249.00500 (bic) 14.98520 (ycl) 0.98758 (e\054) -249.02000 (b) 20.00160 (us\054) -249.00300 (car) 39.98110 (\054) -247.99500 (motorc) 14.99750 (ycle\054) -249.01200 (non\055motorized) -247.99800 (v) 14.98280 (ehicle\054) ] TJ 11.95590 TL T* [ (pedestrian\054) -377.99300 (pickup) -351.99800 (truck\054) -376.98600 (single) -351.99500 (unit) -351.99500 (truck\054) -378.00600 (w) 10.00320 (ork) -352.01500 (v) 24.98110 (an\054) -378.01000 (and) ] TJ 11.95510 TL T* [ (background\056) -466.01500 (This) -302.98600 (data) -301.98600 (is) -302.01300 (of) 25.01540 (fered) -301.99900 (for) -301.98900 (the) -301.97900 (challenge) -302.99800 (and) -301.98400 (the) ] TJ T* [ (goal) -233.98800 (of) -233.99800 (the) -235.01200 <636c6173736902636174696f6e> -233.99000 (challenge) -233.99000 (is) -233.98500 (to) -233.99000 (correctly) -235.01500 (label) -233.99000 (each) ] TJ (image\056) ' 11.95510 -12.82300 Td [ (The) -313.00200 <636c6173736902636174696f6e> -312.99700 (challenge) -312.99700 (dataset) -312.99200 (consists) -313.00700 (of) -313.00700 (648\054959) ] TJ -11.95510 -11.95510 Td [ (images) -367.01500 (acquired) -366.99300 (at) -366.99500 (dif) 24.98600 (f) 1.01699 (erent) -366.99800 (times) -367.00700 (by) -366.98800 (thousands) -366.99800 (of) -366.99800 (traf) 25.01050 <0263> ] TJ T* [ (cameras) -376.01800 (deplo) 10.01550 (yed) -376.01100 (all) -376.00600 (o) 14.98280 (v) 14.98280 (er) -375.98600 (Canada) -376.00600 (and) -376.99100 (the) -376.00600 (United) -375.99100 (States\056) ] TJ T* [ (519\054164) -297.01700 (images) -296.98700 (of) -297.00700 (them) -296.00900 (are) -296.98000 (for) -297.00900 (training) -297.01900 (and) -297.00400 (the) -297 (others) -296.99500 (are) ] TJ T* [ (for) -277.01500 (testing\056) -392.01500 (The) -277.98800 (number) -276.99300 (of) -277.01300 (images) -276.99300 (in) -277.98300 (each) -276.98300 (cate) 15.01220 (gory) -277.00300 (is) -278.01700 (v) 14.98280 (ery) ] TJ 11.95630 TL T* [ (dif) 24.98600 (ferent) -343.98400 (and) -342.99700 (imbalanced\056) -591.01400 (T) 79.99160 (able) -344.01600 (1) -342.99700 (sho) 24.99090 (ws) -344.01100 (the) -344.01100 (composition) ] TJ 11.95470 TL T* [ (of) -333.98100 (the) -334.01500 (training) -333.01300 (dataset\056) -562.00900 (It) -334.01800 (re) 25.00560 (v) 14.98280 (eals) -332.99800 (that) -334.00800 (background) -333.99800 (and) -334.01800 (car) ] TJ T* [ (classes) -284.01900 (are) -282.98500 (dominant\056) -410.98500 (In) -283.98900 (contrast\054) -292.01000 (bic) 14.98770 (ycle\054) -291.98600 (motorc) 14.99750 (ycle\054) -291.98600 (and) ] TJ T* [ (non\055motorized) -350.99800 (v) 14.98280 (ehicle) -352.01200 (are) -351.01000 (too) -352 <6465026369656e742e> -613.98600 (This) -351.99500 (imbalanced) ] TJ T* [ (distrib) 19.99180 (ution) -373.98700 (mak) 10.01060 (es) -372.99400 (it) -374.00100 (dif) 24.98600 <0263756c74> -373.98700 (to) -374.00600 (b) 20.00160 (uild) -373.01100 (a) -373.98200 (stable) -374.00100 (and) -374.01100 (rob) 20.00160 (ust) ] TJ 11.95590 TL T* [ <636c6173736902636174696f6e> -249.98800 (system\056) ] TJ 11.95510 -12.82190 Td [ (This) -437.00300 (paper) -436.98800 (proposes) -435.98100 (a) -436.99100 (ne) 25.01540 (w) -436.98100 (v) 14.98280 (ehicle) -437.02000 (type) -437.01000 <636c6173736902636174696f6e> ] TJ -11.95510 -11.95510 Td [ (scheme) -298.01900 (for) -299.01100 (the) -297.98200 (traf) 25.01300 <0263> -298.01900 (surv) 14.99260 (eillance) -299 (system\056) -454.98800 (The) -297.98500 (rest) -297.98500 (of) -299.00900 (this) ] TJ 11.95510 TL T* [ (paper) -289.01300 (is) -288.01800 (or) 18 (g) 4.98446 (anized) -289.00600 (as) -287.98900 (follo) 24.99580 (ws\056) -425.99800 (The) -289.00600 (related) -287.98600 (w) 10.00320 (orks) -288.99600 (are) -288.98100 (gi) 24.98600 (v) 14.98280 (en) ] TJ 11.95590 TL T* [ (in) -445.01200 (Section) -444.01400 (2\056) -894 (A) -444.00200 (ne) 25.01540 (w) -444.98200 (v) 14.98280 (ehicle) -445.01900 (type) -443.99000 <636c6173736902636174696f6e> -445.01400 (method) ] TJ 11.95510 TL T* [ (is) -376.00300 (represented) -374.99100 (in) -376.00300 (Section) -375.98600 (3\056) -687.01300 (The) -374.99100 (e) 15.01220 (xperimental) -375.98100 (results) -375.99100 (are) ] TJ T* [ (conducted) -314.98700 (in) -314.99400 (Sec) 0.98513 (tion) -314.98200 (4\056) -505.00600 (Finally) 65.00880 (\054) -329.97900 (some) -314.98700 (conclusions) -315.00100 (will) -314.98200 (be) ] TJ T* [ (sho) 24.99340 (wn) -249.99000 (in) -249.98500 (Section) -250.00700 (5\056) ] TJ /R21 11.95520 Tf 26.51290 TL T* [ (2\056) -249.98900 (Related) -250.00200 (w) 10 (orks) ] TJ /R23 9.96260 Tf 11.95510 -19.79610 Td [ (W) 79.98660 (ang) ] TJ /R29 9.96260 Tf 25.10000 0 Td [ (et) -210.98200 (al) ] TJ /R23 9.96260 Tf 17.05980 0 Td [ (\056) -210.98200 (\13310\135) -212.00100 (use) -211.01600 (HOG) -211.99400 (Descriptor) -211.00400 (and) -211.99900 (SVM) -210.99400 <636c61737369026572> ] TJ -54.11480 -11.95590 Td [ (for) -281.99500 (three\055class) -283.00400 (v) 14.98280 (ehicle) -281.98500 (type) -282.01700 <636c6173736902636174696f6e> -281.98200 (from) -283.00200 (surv) 14.99260 (eillance) ] TJ 11.95510 TL T* [ (videos\056) -304 (Llorca) ] TJ /R29 9.96260 Tf 59.83280 0 Td [ (et) -231.01800 (al) ] TJ /R23 9.96260 Tf 17.25630 0 Td [ (\056) -231.01800 (\1337\135) -230.98400 (also) -231.00600 (use) -231.99600 (HOG) -231.01000 (Descriptor) -231 (and) -231.01500 (SVM) ] TJ -77.08910 -11.95510 Td [ <636c61737369026572> -242.99400 (for) -242.98200 (v) 14.98280 (ehicle) -243.01100 (logo) -242.01600 (recognition) -242.98400 (in) -243.00800 (traf) 25.01050 <0263> -243.00800 (images\056) -308.00300 (The) ] TJ T* [ (logo) -276.99100 (location) -276.98600 (is) -277 (roughly) -276.98300 (assumed) -276.98800 (from) -277.00300 (the) -277.98300 (license) -276.99800 (plate) -277.00300 (lo\055) ] TJ T* [ (cation) -195.99200 (and) -196.98200 (sliding) -196.00400 (windo) 25 (w) -196.00200 (method) -196.99700 (is) -195.99200 (emplo) 9.98363 (yed\056) -291.98100 (These) -197.02100 (stud\055) ] TJ T* [ (ies) -247.00800 (tell) -247 (us) -247.00500 (that) -247.00300 (HOG\055S) 1 (VM) -247.00300 (\1333\135) -247.01800 (is) -247.00300 (a) -246.98300 (good) -246.99800 (method) -246.98800 (for) -247.01800 <636c61737369022d> ] TJ ET Q Q Q q q 1 1 1 rg /a0 gs 48.40600 786.42200 515.18800 -52.69900 re f q /s5 gs /x6 Do Q q /s7 gs /x8 Do Q q /s9 gs /x10 Do Q q /s11 gs /x12 Do Q Q Q Q q 1 0 0 1 0 0 cm BT /F1 12 Tf 14.40000 TL ET 1 1 1 rg n 270 32 72 14 re f* 0.50000 0.50000 0.50000 rg BT /F2 9 Tf 10.80000 TL ET BT 1 0 0 1 301.50000 35 Tm (41) Tj T* ET Q endstream endobj 11 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 12 0 R >> >> /Length 28 /Group << /Type /Group /S /Transparency /CS /DeviceRGB /I true >> /BBox [ 78 746 96 765 ] /Type /XObject /Subtype /Form >> stream x+O4PH/VЯ0Pp 0 endstream endobj 12 0 obj << /Filter /FlateDecode /Resources 13 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
endstream
endobj
13 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
14 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x15 15 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 67 752 84 775 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ04Up
0
endstream
endobj
15 0 obj
<<
/Filter /FlateDecode
/Resources 16 0 R
/Length 228
/Type /XObject
/BBox [ 67 752 84 775 ]
/Subtype /Form
>>
stream
xeQKn!s ?FPav6R٪TS.
b];15YyR
{7QL.\:Rv/x9l+L7h%1!}i/AI(kz"U&,YO![R hg{3}4/GyYF:!w}Gn+'xJcO9i뽼_-:`
endstream
endobj
16 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
17 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x24 18 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 112 751 500 772 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ02Qp
0
endstream
endobj
18 0 obj
<<
/Filter /FlateDecode
/Resources 19 0 R
/Length 56490
/Type /XObject
/BBox [ 112 751 500 772 ]
/Subtype /Form
>>
stream
xtIJ5*|^~x?P9)<<ҥ+kh4}/?>]漿վ]Z Ǭ57W'b~?Kwk6:>rAニxeG1k-/LfߗA̺(egk5>
=KO1{Vux}Ol|_s؟|*>5=k|*a5x}On :97~1s7rX {|>IQQo6|'\#x_ڽC}M7(췀(N
سW#^Ň}|zblnB'\o=r;$s:z-
V3+έ昵 WD/nl ;q"3Pg휅\3C`k7760c9-Cȸ