%PDF-1.3 1 0 obj << /Kids [ 3 0 R 4 0 R 5 0 R 6 0 R 7 0 R 8 0 R 9 0 R 10 0 R 11 0 R ] /Type /Pages /Count 9 >> endobj 2 0 obj << /Title (Spatial Semantic Regularisation for Large Scale Object Detection) /Producer (PyPDF2) /Author (Damian Mrowca\054 Marcus Rohrbach\054 Judy Hoffman\054 Ronghang Hu\054 Kate Saenko\054 Trevor Darrell) /Subject (2015 IEEE International Conference on Computer Vision) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 13 0 R /Resources << /XObject << /x8 14 0 R /x12 17 0 R /x6 20 0 R /R35 23 0 R /R43 26 0 R /R42 27 0 R /x10 28 0 R >> /ExtGState << /s9 31 0 R /s5 34 0 R /s7 37 0 R /s11 40 0 R /a0 << /CA 1 /ca 1 >> /R20 43 0 R /R34 44 0 R /R31 45 0 R >> /Font << /F2 46 0 R /R44 47 0 R /R40 51 0 R /R29 55 0 R /F1 59 0 R /R38 60 0 R /R21 64 0 R /R23 68 0 R /R25 72 0 R /R27 75 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R37 78 0 R /R33 24 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 85 0 R 86 0 R 87 0 R 88 0 R 89 0 R 90 0 R 91 0 R ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 92 0 R /Resources << /ExtGState << /R20 43 0 R >> /Font << /R29 55 0 R /R21 64 0 R /R23 68 0 R /F1 93 0 R /F2 94 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 95 0 R 96 0 R 97 0 R 98 0 R 99 0 R 100 0 R 101 0 R 102 0 R 103 0 R 104 0 R 105 0 R 106 0 R 107 0 R 108 0 R 109 0 R 110 0 R 111 0 R 112 0 R 113 0 R 114 0 R 115 0 R 116 0 R 117 0 R 118 0 R 119 0 R 120 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R 126 0 R 127 0 R 128 0 R 129 0 R 130 0 R ] >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 131 0 R /Resources << /XObject << /R107 132 0 R >> /ExtGState << /R20 43 0 R >> /Font << /R108 133 0 R /R118 136 0 R /R112 139 0 R /R110 143 0 R /R116 146 0 R /R114 151 0 R /F1 154 0 R /F2 155 0 R /R124 156 0 R /R122 161 0 R /R120 166 0 R /R21 64 0 R /R23 68 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R33 24 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ 170 0 R 171 0 R 172 0 R 173 0 R 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R 181 0 R 182 0 R ] >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 183 0 R /Resources << /XObject << /R149 184 0 R /R147 185 0 R /R152 186 0 R /R148 187 0 R >> /ExtGState << /R20 43 0 R /R34 44 0 R /R31 45 0 R >> /Font << /R145 188 0 R /F2 191 0 R /R118 136 0 R /R150 192 0 R /R112 139 0 R /F1 196 0 R /R116 146 0 R /R114 151 0 R /R29 55 0 R /R124 156 0 R /R122 161 0 R /R120 166 0 R /R21 64 0 R /R23 68 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R37 78 0 R /R33 24 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ 197 0 R 198 0 R 199 0 R 200 0 R 201 0 R 202 0 R 203 0 R 204 0 R 205 0 R 206 0 R 207 0 R 208 0 R ] >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 209 0 R /Resources << /ExtGState << /R20 43 0 R >> /Font << /R29 55 0 R /R21 64 0 R /R23 68 0 R /F1 210 0 R /F2 211 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 212 0 R 213 0 R 214 0 R 215 0 R 216 0 R 217 0 R 218 0 R 219 0 R 220 0 R 221 0 R ] >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 222 0 R /Resources << /XObject << /R189 223 0 R /R188 224 0 R >> /ExtGState << /R20 43 0 R >> /Font << /R29 55 0 R /R21 64 0 R /R23 68 0 R /F1 225 0 R /F2 226 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R33 24 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ 227 0 R 228 0 R 229 0 R 230 0 R 231 0 R 232 0 R 233 0 R 234 0 R 235 0 R 236 0 R 237 0 R ] >> endobj 9 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 238 0 R /Resources << /ColorSpace << /R202 239 0 R /R33 24 0 R >> /ExtGState << /R20 43 0 R /R34 44 0 R /R205 241 0 R >> /Font << /R203 242 0 R /R206 246 0 R /R210 250 0 R /R208 253 0 R /R199 257 0 R /F2 261 0 R /R29 55 0 R /F1 262 0 R /R21 64 0 R /R108 133 0 R /R23 68 0 R /R110 143 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ 263 0 R 264 0 R 265 0 R ] >> endobj 10 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 266 0 R /Resources << /XObject << /R228 267 0 R /R229 268 0 R /R223 269 0 R /R217 270 0 R /R238 271 0 R /R220 272 0 R /R221 273 0 R /R222 274 0 R /R234 275 0 R /R224 276 0 R /R225 277 0 R /R226 278 0 R /R227 279 0 R /R231 280 0 R /R233 281 0 R /R230 282 0 R /R237 283 0 R /R232 284 0 R /R218 285 0 R /R219 286 0 R /R235 287 0 R /R236 288 0 R >> /ExtGState << /R20 43 0 R >> /Font << /F2 289 0 R /R23 68 0 R /F1 290 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] /ColorSpace << /R33 24 0 R >> >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 11 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 291 0 R /Resources << /ExtGState << /R20 43 0 R >> /Font << /R29 55 0 R /R21 64 0 R /R23 68 0 R /F1 292 0 R /F2 293 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 12 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 13 0 obj << /Length 25235 >> 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 97.24100 675.06700 Tm [ (Spatial) -249.99600 (Semantic) -250 (Regularisation) -249.99600 (f) 24.99230 (or) -249.99500 (Lar) 9.99285 (ge) -249.99500 (Scale) -249.99000 (Object) -249.99800 (Detection) ] TJ /R23 11.95520 Tf -41.15120 -37.85820 Td [ (Damian) -250.00800 (Mro) 25.00690 (wca) ] TJ /R25 7.97010 Tf 80.37300 4.33906 Td (1) Tj /R27 7.97010 Tf 4.23516 0 Td (\054) Tj /R25 7.97010 Tf 3.76289 0 Td (2) Tj /R23 11.95520 Tf 4.73320 -4.33906 Td [ (\054) -250.01200 (Marcus) -250.01100 (Rohrbach) ] TJ /R25 7.97010 Tf 91.30000 4.33906 Td (1) Tj /R27 7.97010 Tf 4.23477 0 Td (\054) Tj /R25 7.97010 Tf 3.76328 0 Td (3) Tj /R23 11.95520 Tf 4.73281 -4.33906 Td [ (\054) -250.01200 (Judy) -250.00800 (Hof) 25.00380 (fman) ] TJ /R25 7.97010 Tf 74.40820 4.33906 Td (1) Tj /R23 11.95520 Tf 4.73164 -4.33906 Td [ (\054) -250.01200 (Ronghang) -250.00800 (Hu) ] TJ /R25 7.97010 Tf 72.72420 4.33906 Td (1) Tj /R23 11.95520 Tf 4.73203 -4.33906 Td [ (\054) -250.01000 (Kate) -249.99300 (Saenk) 10.01050 (o) ] TJ /R25 7.97010 Tf 66.61410 4.33906 Td (4) Tj /R23 11.95520 Tf 4.73203 -4.33906 Td [ (\054) -250.01000 (T) 34.98980 (re) 25.00790 (v) 19.98430 (or) -250.01400 (Darrell) ] TJ /R25 7.97010 Tf 74.39570 4.33906 Td (1) Tj -471.97000 -13.95900 Td (1) Tj /R23 11.95520 Tf 4.73320 -4.33789 Td [ (UC) -249.99600 (Berk) 9.98907 (ele) 14.99020 (y) 65.01020 (\054) -250.01200 (USA\073) ] TJ /R23 7.97010 Tf 97.87580 4.33789 Td (2) Tj /R23 11.95520 Tf 4.48320 -4.33789 Td [ (TU) -249.99300 (Muenchen\054) -250.01000 (German) 14.98720 (y\073) ] TJ /R23 7.97010 Tf 125.98300 4.33789 Td (3) Tj /R23 11.95520 Tf 4.48320 -4.33789 Td [ (ICSI\054) -249.99700 (Berk) 9.99010 (ele) 14.99130 (y) 65.00910 (\054) -250.01200 (USA\073) ] TJ /R23 7.97010 Tf 106.84300 4.33789 Td (4) Tj /R23 11.95520 Tf 4.48281 -4.33789 Td [ (UMass) -249.99300 (Lo) 25.01200 (well\054) -250.00200 (USA) ] TJ /R21 11.95520 Tf -286.48200 -41.04610 Td (Abstract) Tj /R29 9.96260 Tf -83.92770 -24.72420 Td [ (Lar) 37 (g) 10.00320 (e) -373.98100 (scale) -374.00600 (object) -372.98100 (detection) -373.99300 (with) -373.98300 (thousands) -374.00600 (of) -374.00400 (classes) ] TJ -11.95510 -11.95590 Td [ (intr) 44.99860 (oduces) -243.98600 (the) -243.99100 (pr) 44.98390 (oblem) -243.98300 (of) -243.98600 (many) -245.00900 (contr) 14.99630 (adicting) -244 (false) -244.01600 (positive) ] TJ 11.95510 TL T* [ (detections\054) -212.99100 (whic) 14.99870 (h) -204 (have) -204.00400 (to) -203.99300 (be) -204.00400 (suppr) 37.00120 (essed\056) -295 (Class\055independent) ] TJ T* [ (non\055maximum) -331.01000 (suppr) 37.00120 (ession) -331.99900 (has) -330.98800 (tr) 14.99140 (aditionally) -332.00600 (been) -331.00100 (used) -332.01100 (for) ] TJ T* [ (this) -248.99200 (step\054) -247.98100 (b) 20.00160 (u) -1.01454 (t) -247.99000 (it) -249.00300 (does) -247.98600 (not) -249 (scale) -249.00700 (well) -248.01400 (as) -249.00600 (the) -247.99000 (number) -248.99800 (of) -249.00500 (classes) ] TJ T* [ (gr) 44.98390 (ows\056) -1036 (T) 54.98530 (r) 14.98400 (aditional) -491.98200 (non\055maximum) -492.00200 (suppr) 37.00120 (ession) -492.01100 (does) -491.98400 (not) ] TJ T* [ (consider) -276.00700 (label\055) -276.01500 (and) -276.99800 (instance\055le) 15.00480 (vel) -275.99400 (r) 37.01960 (elationships) -276.01000 (nor) -276.01500 (does) -277 (it) ] TJ 11.95590 TL T* [ (allow) -265.01600 (an) -265.98500 (e) 19.99240 (xploitation) -264.99700 (of) -265.98300 (the) -265.00700 (spatial) -265.01100 (layout) -266.01000 (of) -265.00200 (detection) -266.01000 (pr) 44.98510 (o\055) ] TJ 11.95510 TL T* [ (posals\056) -349.98300 (W) 91.98650 (e) -264 (pr) 44.98390 (opose) -262.99800 (a) -263.01000 (ne) 15.01830 (w) -263.98200 (multi\055class) -263.00800 (spatial) -263.01200 (semantic) -264.01000 (r) 37.01830 (e) 39.98840 (g\055) ] TJ T* [ (ularisation) -393.98600 (method) -393.01200 (based) -393.99600 (on) -392.98300 (af) 18.00920 (\336nity) -393.99300 (pr) 44.98510 (opa) 10.01300 (gation) -394.01800 (cluster) 20.01870 (\055) ] TJ T* [ (ing) -289.97400 (\1338\054) -290.01700 (22\135\054) -299.98700 (whic) 14.99870 (h) -289.00600 (simultaneously) -290.00900 (optimises) -289.98800 (acr) 45.01940 (oss) -290.01300 (all) -290.01000 (cat\055) ] TJ T* [ (e) 39.98900 (gories) -248.99200 (and) -249.98200 (all) -250.01700 (pr) 44.98390 (oposed) -248.99500 (locations) -249.99400 (in) -249.00500 (the) -249.99000 (ima) 10.01300 (g) 10.00320 (e) 9.99343 (\054) -249.01500 (to) -249.98500 (impr) 44.99490 (o) 10.00320 (ve) ] TJ T* [ (both) -330.00100 (the) -330.01500 (localisation) -330 (and) -330.00900 (cate) 39.99700 (gorisation) -330.98400 (of) -330.01100 (selected) -330.01600 (detec\055) ] TJ 11.95630 TL T* [ (tion) -403.98700 (pr) 44.98390 (oposals\056) -771.98600 (Constr) 14.98160 (aints) -403.98000 (ar) 36.98520 (e) -404.01600 (shar) 36.99630 (ed) -404.99100 (acr) 45.01940 (oss) -403.99400 (the) -404.00400 (labels) ] TJ 11.95470 TL T* [ (thr) 44.99130 (ough) -421.98800 (the) -420.98100 (semantic) -421.98300 (W) 91.98590 (or) 36.98520 (dNet) -421.00700 (hier) 14.99140 (ar) 36.98650 (c) 15.01220 (hy) 55.01040 (\056) -824.99700 (Our) -421.99300 (appr) 44.99490 (oac) 14.98280 (h) ] TJ T* [ (pr) 44.98390 (o) 10.00320 (ves) -369 (to) -368.00500 (be) -368.99700 (especially) -367.99600 (useful) -369.01100 (in) -368.00500 (lar) 36.99260 (g) 10.00320 (e) -369.00200 (scale) -368.00700 (settings) -368.99700 (with) ] TJ T* [ (thousands) -348.01000 (of) -348.00800 (classes\054) -373.01100 (wher) 36.99380 (e) -347.98600 (spatial) -348.01700 (and) -348.00600 (semantic) -347.99600 (inter) 15 (ac\055) ] TJ T* [ (tions) -341.99100 (ar) 36.98520 (e) -341.98600 (very) -341.99000 (fr) 36.98770 (equent) -342.00800 (and) -342.00700 (only) -342.98900 (weakly) -342.00900 (supervised) -341.99400 (detec\055) ] TJ T* [ (tor) 10.01670 (s) -239.01300 (can) -237.99400 (be) -239.01800 (b) 20.00160 (uilt) -238.01200 (due) -239.01300 (to) -239.00700 (a) -237.99500 (lac) 20.00400 (k) -238.98500 (of) -237.98700 (bounding) -239.01600 (box) -239.01400 (annotations\056) ] TJ 11.95590 TL T* [ (Detection) -288.00900 (e) 19.99240 (xperiments) -288.00300 (ar) 36.98520 (e) -289.01600 (conducted) -288.01100 (on) -287.98100 (the) -287.98400 (Ima) 10.00320 (g) 10.00320 (eNet) -288.99800 (and) ] TJ 11.95510 TL T* [ (COCO) -319.01200 (dataset\054) -337.00900 (and) -320.01000 (in) -320.01300 (settings) -319.00600 (with) -319.99200 (thousands) -318.99600 (of) -320.01300 (detected) ] TJ T* [ (cate) 39.99700 (gories\056) -305.02000 (Our) -233.98700 (method) -234.01900 (pr) 44.98390 (o) 10.00320 (vides) -233.99000 (a) -233.99500 (signi\336cant) -233.99000 (pr) 36.98650 (ecision) -234.01700 (im\055) ] TJ T* [ (pr) 44.98390 (o) 10.00320 (vement) -212.00200 (by) -212.00300 (r) 37.01960 (educing) -211.98500 (false) -211.98300 (positives\054) -220.00400 (while) -212.01400 (simultaneously) ] TJ T* [ (impr) 44.99370 (o) 10.00320 (ving) -249.98500 (the) -249.99000 (r) 37.01960 (ecall\056) ] TJ /R21 11.95520 Tf 38.30700 TL T* [ (1\056) -249.99000 (Intr) 18.01460 (oduction) ] TJ /R23 9.96260 Tf 11.95510 -19.74300 Td [ (Human) -437.00400 (assistance) -435.98500 (technologies) -436.98600 (or) -436.98500 (question) -436.98800 (answering) ] TJ -11.95510 -11.95510 Td [ (require) -259.01400 (a) -258.98100 (precise) -259.01300 (and) -259.00900 (detailed) -258.99700 (object) -259 (recognition) -258.98100 (of) -259.01300 (a) -258.98100 (visual) ] TJ 11.95510 TL T* [ (scene\056) -299.98900 (Recently) 64.99410 (\054) -224 (lar) 17.99700 (ge) -218.98200 (scale) -218.98300 (detection) -218.01900 (approaches) -219.01700 (ha) 19.99670 (v) 14.98280 (e) -218.98800 (been) ] TJ 11.95590 TL T* [ (proposed) -347.99700 (which) -348.00400 (aim) -348.00600 (to) -348.00800 (distinguish) -347.99300 (hundreds) -349.01500 (or) -348.01800 (thousands) ] TJ 11.95510 TL T* [ (of) -380.01300 (object) -381.01900 (cate) 15.01100 (gories) -380 (\1331\054) -380.99200 (3\054) -380.00800 (11\054) -380.98300 (12\054) -380.00300 (23\135\056) -701.01000 (While) -381.02000 (impressi) 25.01300 (v) 14.98280 (e) ] TJ T* [ (progress) -203.98900 (has) -205.01800 (been) -204.00400 (sho) 24.99220 (wn\054) -213.99400 (the) 14.98520 (y) -204 (suf) 24.98360 (fer) -204.99600 (from) -203.99500 (competing) -204.98800 (object) ] TJ T* [ (cate) 15.01100 (gory) -221.01000 (candidate) -221.01000 (detecti) 0.99371 (ons) -221.00600 (as) -220.98200 (can) -220.98600 (be) -220.98300 (seen) -220 (in) -221.01000 (Figure) -220.99700 (1) -221.01700 (\050a\051\056) ] TJ T* [ (Commonly) 64.99530 (\054) -410.98800 (non\055maximum) -379.01300 (suppression) -378.99100 (\050NMS\051) -379.01300 (is) -378.98300 (used) -378.98300 (to) ] TJ T* [ (select) -307 (the) -306.01900 (bounding) -307.00500 (box) 14.99260 (es) -307.00600 (with) -306.98600 (the) -306.02000 (highest) -307.01500 (detection) -306.98300 (score) ] TJ 11.95630 TL T* [ (for) -331.98500 (each) -331.99200 (cate) 15.01100 (gory) 64.98180 (\056) -555.98300 (This) -332 (method) -331.99200 (is) -332.99000 (not) -332.00600 (globally) -331.98600 (optimal) -331.98400 (as) ] TJ 11.95470 TL T* [ (only) -276.01000 (locally) -276.01000 (o) 14.98280 (v) 14.98280 (erlapping) -276.01000 (box) 14.99260 (es) -275.01200 (are) -276.00500 (suppressed) -276.00500 (by) -275.98300 (the) -275.98600 (high\055) ] TJ T* [ (est) -263.00600 (scoring) -264.01400 (box\056) -350.00300 (Further) 40.01420 (\054) -267.01200 (in) -263.00300 (the) -263.98800 (multi\055class) -263.00800 (case\054) -267.01900 (it) -263 (does) -263.98300 (not) ] TJ T* [ (tak) 10.00630 (e) -357.98400 (semantic) -357.99400 (relations) -357.99300 (between) -358.01100 (objects) -357.99700 (into) -359.01400 (account\054) -384.98200 (e\056g\056) ] TJ ET Q /R31 gs q 3088.62000 4596.43000 2362.40000 1325.25000 re W n /R33 cs 1 1 1 scn 3088.62000 4596.43000 2362.40000 1325.25000 re f Q /R34 gs q 3456.88000 4741.73000 1533.18000 1157.40000 re W n q 1903.63000 0 0 1322.72000 3269.28000 4632.28000 cm /R35 Do Q Q q 3088.62000 4596.43000 2362.40000 1325.25000 re W n /R37 cs 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R38 4.00832 Tf 1 0 0 1 311.06200 586.80400 Tm [ (1\056) -937.50300 (A) -28 (n) -6.49893 (gor) 6.45630 (a c) 6.52939 (at) ] TJ /R40 4.00832 Tf 5.01055 TL T* [ (2\056) -937.50300 (A) -28 (ngor) 20.45310 (a) 6.52939 ( ) ] TJ -0.02605 Tc 19.79100 0 Td (cat) Tj ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 577.03400 Tm [ (3\056) -937.50300 (doggy) -249.94400 (ba) 6.49284 (g) ] TJ 4.75977 TL T* [ (4\056) -937.50300 (P) -6.49893 (e) 6.52939 (m) 28 (br) 20.52620 (oke) ] TJ (5\056) ' -0.02605 Tc 6.76406 0 Td (cat) Tj 0 Tc 5.76211 0 Td (box) Tj -12.52620 -4.76016 Td [ (6\056) -937.50300 (l) 28.03010 (a) 6.52939 (pdog) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 557.74400 Tm [ (7\056) -937.50300 (ki) 27.99350 (t) 28.03010 (t) 28.03010 (y) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R38 4.00832 Tf 1 0 0 1 311.06200 552.98400 Tm (8\056) Tj -0.05612 Tc 6.76406 0 Td [ (se) -7.95465 (t) 6.95575 (t) 6.95575 (e) -7.95465 (e) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 548.22400 Tm [ (9\056) -937.50300 (ki) 27.99350 (t) 28.03010 (t) 28.03010 (e) 6.52939 (n) ] TJ 4.75977 TL T* [ (10\056) -437.50600 (ki) 27.99350 (t) 28.03010 (t) 28.03010 (e) 6.52939 (n) ] TJ T* [ (11\056) -437.50600 (m) 28 (ous) 14.02110 (e) 6.52939 (r) ] TJ 5.01055 TL T* [ (12\056) -437.50600 (m) 28 (ous) 14.02110 (e) 6.52939 (r) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 528.93400 Tm (13\056) Tj -0.11223 Tc 6.76406 0 Td [ (jir) -7.95465 (d) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 524.17400 Tm [ (14\056) -437.50600 (be) 6.49284 (a) 6.52939 (nba) 6.45630 (g) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 519.41400 Tm [ (15\056) -437.50600 (t) 28.03010 (a) 6.52939 (bby) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 514.65400 Tm [ (16\056) -437.50600 (A) -28 (ngor) 20.45310 (a) 6.52939 ( r) 20.46520 (a) 6.52939 (bbi) 27.95700 (t) ] TJ 5.01055 TL (17\056) ' -0.11223 Tc 6.76406 0 Td (in) Tj 0 Tc 3.00625 0 Td [ (\055) 20.46520 (ba) 6.49284 (s) 13.99680 (ke) 6.49284 (t) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 504.88400 Tm [ (18\056) -437.50600 (t) 28.03010 (or) 20.52620 (t) 28.03010 (oi) 27.99350 (s) 13.99680 (e) 6.52939 (s) 13.99680 (he) 6.49284 (l) 28.03010 (l) 27.83520 (\055) ] TJ -0.02605 Tc 26.80550 0 Td (cat) Tj 0 Tc -26.80550 -4.76016 Td [ (19\056) -437.50600 (M) 13.96630 (a) 6.52939 (nx) ] TJ -0.02605 Tc 17.03550 0 Td (cat) Tj ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 495.36400 Tm [ (20\056) -437.50600 (pe) 6.49284 (t) ] TJ 4.75977 TL T* [ (21\056) -437.50600 (pe) 6.49284 (t) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 485.59400 Tm [ (22\056) -437.50600 (f) 20.46520 (oot) 27.95700 (s) 13.99680 (t) 28.03010 (ool) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 480.83400 Tm (23\056) Tj 0.02605 Tc 6.76406 0 Td [ (Pe) 13.02830 (r) 26.96420 (s) 20.98300 (i) 35.01630 (a) 13.02830 (n) ] TJ -0.02605 Tc 12.77660 0 Td (cat) Tj 0 Tc -19.54060 -4.75977 Td (24\056) Tj 0.02605 Tc 6.76406 0 Td [ (Pe) 13.02830 (r) 26.96420 (s) 20.98300 (i) 35.01630 (a) 13.02830 (n) ] TJ -0.02605 Tc 12.77660 0 Td (cat) Tj ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 311.06200 471.31400 Tm [ (25\056) -437.50600 (c) 6.52939 (ouc) 6.45630 (h) ] TJ 189.86000 115.49000 Td (26\056) Tj 0.05612 Tc 6.76406 0 Td [ (Ea) 21.05000 (m) 42.00250 (e) 21.01340 (s) 27.99350 ( ) ] TJ 0 Tc 11.77460 0 Td [ (c) 6.52939 (ha) 6.49284 (i) 28.03010 (r) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 581.79300 Tm [ (27\056) -437.50600 (c) 6.52939 (l) 28.03010 (ot) 27.99350 (he) 6.49284 (s) -361.10200 (ha) 6.49284 (m) 27.99350 (pe) 6.49284 (r) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 577.03400 Tm [ (28\056) -437.50600 (l) 28.03010 (ove) ] TJ -0.05612 Tc 14.78090 0 Td [ (se) -7.95465 (a) -7.95465 (t) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 572.27400 Tm [ (29\056) -437.50600 (S) -6.50502 (he) 6.49284 (t) 28.03010 (l) 28.03010 (a) 6.52939 (nd) -312.60700 (s) 13.99680 (he) 6.49284 (e) 6.52939 (pdog) ] TJ 4.75977 TL T* [ (30\056) -437.50600 (s) 13.99680 (hoe) 6.45630 (box) ] TJ T* [ (31\056) -437.50600 (B) -20.53830 (oa) 6.49284 (r) 20.46520 (f) 20.46520 (i) 28.03010 (s) 13.99680 (h) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 557.74400 Tm [ (32\056) -437.50600 (t) 28.03010 (a) 6.52939 (bby) ] TJ -0.02605 Tc 16.78480 0 Td (cat) Tj 0 Tc -16.78480 -4.76016 Td [ (33\056) -437.50600 (t) 28.03010 (a) 6.52939 (bby) ] TJ -0.02605 Tc 16.78480 0 Td (cat) Tj ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 548.22400 Tm [ (34\056) -437.50600 (puf) 20.48960 (f) 20.46520 (e) 6.52939 (r) 20.46520 (f) 20.46520 (i) 28.03010 (s) 13.99680 (h) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 543.46400 Tm [ (35\056) -437.50600 (c) 6.52939 (ouc) 6.45630 (h) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 538.70400 Tm [ (36\056) -437.50600 (gi) 27.99350 (a) 6.52939 (nt) -284.54000 (s) 13.99680 (qui) 27.95700 (d) ] TJ 5.01055 TL (37\056) ' -0.05612 Tc 6.76406 0 Td [ (st) 14.03330 (r) 6.95575 (a) -7.95465 (y) ] TJ 0 Tc -6.76406 -4.75977 Td [ (38\056) -437.50600 (ot) 27.99350 (t) 28.03010 (om) 27.95700 (a) 6.52939 (n) ] TJ 4.76016 TL (39\056) ' 0.11223 Tc 6.76406 0 Td [ (wi) 56.02360 (r) 48.95820 (e) ] TJ -0.11223 Tc 8.26719 0 Td [ (ma) -21.96360 (tr) -7.99119 (ix) ] TJ 0 Tc 11.52380 0 Td [ (pr) 20.52620 (i) 28.03010 (nt) 27.99350 (e) 6.52939 (r) ] TJ ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 519.41400 Tm [ (40\056) -437.50600 (c) 6.52939 (ove) 6.45630 (r) 20.46520 (e) 6.52939 (d) -312.47300 (c) 6.52939 (ouc) 6.45630 (h) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 514.65400 Tm [ (41\056) -437.50600 (pa) 6.49284 (pi) 27.99350 (l) 28.03010 (l) 28.03010 (on) ] TJ 5.01055 TL T* [ (42\056) -437.50600 (B) -20.53830 (l) 28.03010 (e) 6.52939 (nhe) 6.45630 (i) 28.03010 (m) -284.54000 (s) 13.99680 (pa) 6.49284 (ni) 27.99350 (e) 6.52939 (l) ] TJ 4.75977 TL T* [ (43\056) -437.50600 (R) -20.53830 (us) 13.96020 (s) 13.99680 (i) 28.03010 (a) 6.52939 (n) -312.47300 (w) -28.00570 (ol) 27.99350 (f) 20.46520 (hound) ] TJ (44\056) ' -0.11223 Tc 6.76406 0 Td [ (ta) -22.02450 (ma) -21.96360 (r) -8.01555 (is) -13.97240 (k) ] TJ 0 Tc 14.78090 0 Td [ (ge) 6.49284 (r) 20.46520 (bi) 27.99350 (l) ] TJ -21.54490 -4.75977 Td [ (45\056) -437.50600 (C) -20.53830 (a) 6.52939 (r) 20.46520 (di) 27.99350 (ga) 6.49284 (n ) ] TJ -0.27657 Tc 22.29650 0 Td [ (We) -62.99150 (l) -40.96700 (s) -55 (h) ] TJ 0 Tc 11.02270 0 Td [ (c) 6.52939 (or) 20.52620 (gi) ] TJ -33.31910 -4.75977 Td [ (46\056) -437.50600 (P) -6.50502 (e) 6.52939 (ki) 27.99350 (ne) 6.49284 (s) 13.99680 (e) ] TJ 5.01055 TL T* [ (47\056) -437.50600 (P) -6.50502 (om) 27.95700 (e) 6.52939 (r) 20.46520 (a) 6.52939 (ni) 27.99350 (a) 6.52939 (n) ] TJ ET Q 0 0.68945 0.31372 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 480.83400 Tm [ (48\056) -437.50600 (s) 13.99680 (a) 6.52939 (nd) ] TJ -0.02605 Tc 15.03130 0 Td (cat) Tj ET Q 0 0.43921 0.75391 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 476.07400 Tm [ (49\056) -437.50600 (r) 20.46520 (e) 6.52939 (c) 6.52939 (l) 28.03010 (i) 28.03010 (ni) 27.99350 (ng) -375.07400 (c) 6.52939 (ha) 6.49284 (i) 28.03010 (r) ] TJ ET Q 0 0 0 scn q 10 0 0 10 0 0 cm BT /R40 4.00832 Tf 1 0 0 1 500.92200 471.31400 Tm (50\056) Tj 0.11223 Tc 6.76406 0 Td [ (wa) 35.01020 (t) 56.03580 (e) 35.02240 (r) ] TJ 0 Tc 10.02070 0 Td [ (be) 6.49284 (d) ] TJ /R40 7.01456 Tf -172.53900 -5.60117 Td [ (\050) 11.62480 (a) 15.42550 (\051) 11.62480 ( ) -35.67840 (C) -11.61090 (om) -7.71971 (pe) 15.40460 (t) -7.67795 (i) -7.67795 (ng ) 35.67150 (box pr) 11.61440 (opos) -3.88422 (a) 15.42550 (l) -7.67795 (s) -3.87726 ( ) -35.67500 (f) 11.62480 (r) 11.62480 (om) -7.71971 ( di) -7.67795 (f) 47.32070 (f) 11.62480 (e) 15.42550 (r) 11.62480 (e) 15.42550 (nt) -7.69883 ( ) -71.37080 (c) 15.42550 (a) 15.42550 (t) -7.67795 (e) 15.42550 (gor) 11.58310 (i) -7.67795 (e) 15.42550 (s) ] TJ ET Q Q /R31 gs q 3088.62000 3581.30000 2362.55000 1005.18000 re W n /R33 cs 1 1 1 scn 3088.62000 3581.30000 2362.55000 1005.18000 re f Q /R34 gs q 4301.69000 3723.15000 1149.48000 863.33200 re W n q 1427.91000 0 0 989.69700 4161.92000 3641.09000 cm /R42 Do Q Q q 3103.29000 3728.04000 1154.37000 858.44100 re W n q 1431.67000 0 0 989.59100 2962.95000 3643.97000 cm /R43 Do Q Q q 3088.62000 3581.30000 2362.55000 1005.18000 re W n /R37 cs 0 0 0 scn q 10 0 0 10 0 0 cm BT /R44 6.84796 Tf 1 0 0 1 313.12400 364.16500 Tm [ (\050) 11.62240 (b\051) 11.58680 ( ) -35.72650 (N) 7.71500 (on\055) 11.62240 (M) -3.88602 (a) 15.38370 (xi) -7.70431 (m) -7.70431 (um) -7.68292 ( S) -15.41220 (uppr) 11.57250 (e) 15.38370 (s) -3.90741 (s) -3.90741 (i) -7.72570 (on \050) 11.59030 (N) 7.71500 (M) -3.88602 (S) -15.39440 (\051) -6161.58000 (\050) 11.62240 (c) 15.38010 (\051) 11.62240 ( ) -35.72290 (M) -3.88602 (A) 7.71500 (P) -15.39440 (C) -11.57960 ( \050) 11.60820 (our) 11.60820 (s) -3.90741 (\051) ] TJ ET Q Q q 10 0 0 10 0 0 cm BT /R23 8.96640 Tf 1 0 0 1 308.86200 347.17100 Tm [ (Figure) -265.01400 (1\056) -263.98500 (Ra) 14.98110 (w) -265.01900 (and) -264.98400 (spatially) -265.00600 (re) 14.99740 (gularised) -263.99600 (detection) -264.99800 (of) -264.98100 (7\054404) -263.98500 (classes) ] TJ 10.95900 TL T* [ (using) -387.98000 (the) -387.00300 (LSD) 39.99580 (A) -388.00500 (e) 15.01100 (xtension) -387.99100 (\13312\135) -387.01900 (of) -388.01000 (the) -388.00500 (R\055CNN) -388 (m) 1.01290 (ethod) -388.00500 (\1339\135\056) -723.01700 (\050a\051) ] TJ T* [ (T) 79.98070 (op) -271.97900 (50) -271.02000 (scoring) -272 (candidate) -270.99100 (detections) -272.00600 (and) -270.99900 (associated) -271.98400 (cate) 14.98110 (gories) -270.99900 (are) ] TJ T* [ (listed\072) -373.98700 (all) -281.99900 (proposals) -281.01300 (which) -282.01800 (support) -281.99900 (the) -282.01000 (depicted) ] TJ /R29 8.96640 Tf 173.92000 0 Td (cat) Tj /R23 8.96640 Tf 13.64490 0 Td [ (are) -282.00400 (green\054) -290.00400 (for) ] TJ /R29 8.96640 Tf -187.56500 -10.95900 Td [ (c) 15.01100 (hair) ] TJ /R23 8.96640 Tf 20.99370 0 Td [ (blue\056) -300.98300 (Black) -221.98200 (entries) -222.99800 (do) -222.00900 (not) -223.05500 (describe) -221.98200 (an) 15.00830 (y) -223.05500 (object) -221.98800 (in) -223.05500 (this) -221.98800 (picture\056) ] TJ -20.99370 -10.95900 Td [ (\050b\051) -207.00700 (NMS) -206.00700 (clusters) -207.00400 (box) 14.98650 (es) -205.99100 (only) -207.01700 (according) -206 (to) -207.01200 (their) -205.99400 (o) 14.98650 (v) 14.98650 (erlap) -206.97900 (not) -206.01000 (accord\055) ] TJ 10.95820 TL T* [ (ing) -332.00400 (to) -332.00400 (their) -331.98500 (class) -331.98800 (leading) -331.99000 (to) -332.00400 (multiple) -331.98500 (detections) -331.99600 (of) -331.98500 (dif) 25.00110 (ferent) -331.97900 (\336ne\055) ] TJ 10.95900 TL T* [ (grained) -367.99700 (classes) -366.98700 (for) -367.98100 (the) -368.00800 (same) -368.01900 (object\056) -663.02200 (\050c\051) -368.00300 (Our) -368.01900 (approach) -366.97900 (\050MAPC\051) ] TJ T* [ (e) 15.01100 (xploits) -268.98700 (cate) 14.98380 (gory) -269.99100 (relations) 0.98022 (hips\054) -274.99600 (clustering) -268.99500 (o) 14.98650 (v) 14.98650 (erlapping) -269.00600 (box) 14.98650 (es) -268.98900 (with) ] TJ T* [ (similar) -256.98400 (classes) -255.98200 (together) -256.98400 (which) -257.01400 (results) -256.99800 (in) -255.98000 (less) -256.99200 (f) 10.00370 (alse) -257.01400 (positi) 24.99570 (v) 14.98650 (es) -257.00900 (on) -255.99000 (the) ] TJ T* [ (same) -240.98500 (object) -240.97900 (and) -240.97900 (enables) -241.00400 (to) -240.99600 (detect) -240.99800 (classes) -240.99300 (which) -240.98200 (are) -241.00900 (suppressed) -240.99800 (by) ] TJ T* [ (NMS) -250.00800 (because) -250.00600 (of) -249.99200 (their) -249.99500 (o) 14.98650 (v) 14.98650 (erlap\056) ] TJ /R23 9.96260 Tf 26.07700 TL (the) ' /R29 9.96260 Tf 14.54100 0 Td [ (couc) 15.01960 (h) ] TJ /R23 9.96260 Tf 23.64180 0 Td (\054) Tj /R29 9.96260 Tf 4.88203 0 Td [ (\337oor) 10.02040 (stool) ] TJ /R23 9.96260 Tf 40.47420 0 Td (and) Tj /R29 9.96260 Tf 16.75270 0 Td [ (beanba) 10.01790 (g) ] TJ /R23 9.96260 Tf 36.57930 0 Td [ (proposals) -238.00900 (should) -236.98500 (support) ] TJ -136.87100 -11.95510 Td (the) Tj /R29 9.96260 Tf 14.45390 0 Td (settee) Tj /R23 9.96260 Tf 24.96480 0 Td [ (candidate) -229.00800 (detection) -228.99600 (box) -229.00600 (in) -227.99100 (Figure) -228.99600 (1\054) -233.01000 (such) -229.01100 (that) -229.00600 (it) -229.00600 (is) ] TJ -39.41880 -11.95510 Td [ (not) -250.02000 (suppressed) -250.01000 (by) ] TJ /R29 9.96260 Tf 73.88200 0 Td [ (do) 10.00810 (g) 10.00320 (gy) -249.99700 (ba) 10.00810 (g) ] TJ /R23 9.96260 Tf 43.97500 0 Td [ (as) -249.99700 (in) -249.98800 (Figure) -250.01200 (1\050b\051\056) ] TJ -105.90200 -23.90510 Td [ (W) 39.99330 (ith) -332.00300 (thousands) -333.00300 (of) -331.98100 (dif) 24.98600 (ferent) -331.98900 (object) -332.98900 (cate) 15.01220 (gories\054) -352.98000 (semantic) ] TJ -11.95510 -11.95470 Td [ (relationships) -251.98700 (become) -251.98700 (a) -252.00200 (v) 24.98110 (aluable) -251.00700 (source) -251.99200 (of) -251.99700 (information\056) -316.02100 (Us\055) ] TJ 11.95510 TL T* [ (ing) -316.00900 (semantics\054) -333.00800 (consistenc) 15.00730 (y) -317.00100 (can) -315.99100 (be) -317.00600 (ensured) -316.01600 (across) -317.00100 (dif) 24.98600 (ferent) ] TJ 11.95630 TL T* [ (detections\056) -484.98500 (Hence\054) -323.00700 (this) -308.00300 (w) 10.00320 (ork) -307.98300 (e) 15.01220 (xamines) -308.98300 (the) -308.01700 (bene\336t) -308.00300 (of) -307.98800 (a) -309.01200 (se\055) ] TJ 11.95470 TL T* [ (mantic) -278.01000 (hierarch) 5.01632 (y) -277.98800 (to) -277.98100 (objec) 0.99003 (t) -277.98800 (detection) -278.00800 (of) -277.99300 (thousands) -277.99300 (of) -277.99300 (object) ] TJ T* [ (cate) 15.01220 (gories\056) -586.00300 (W) 79.98660 (e) -341.98700 (sho) 24.99340 (w) -341 (that) -342.00700 (in) -342.01200 (such) -342.01200 (a) -341.98700 (lar) 17.99700 (ge) -341.98200 (scale) -341.98200 (setting) -341.98700 (se\055) ] TJ T* [ (mantic) -250.01500 (constraints) -250 (signi\336cantly) -250.01700 (impro) 15.00240 (v) 14.98280 (e) -250.00200 (detection\056) ] 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 1 297 35 Tm (2003) Tj T* ET Q endstream endobj 14 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 15 0 R >> >> /Length 28 /Group << /Type /Group /S /Transparency /CS /DeviceRGB /I true >> /BBox [ 78 746 96 765 ] /Type /XObject /Subtype /Form >> stream x+O4PH/VЯ0Pp 0 endstream endobj 15 0 obj << /Filter /FlateDecode /Resources 16 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
endstream
endobj
16 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
17 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x24 18 0 R
>>
>>
/Length 28
/Group <<
/Type /Group
/S /Transparency
/CS /DeviceRGB
/I true
>>
/BBox [ 133 751 479 772 ]
/Type /XObject
/Subtype /Form
>>
stream
x+O4PH/VЯ02Qp
0
endstream
endobj
18 0 obj
<<
/Filter /FlateDecode
/Resources 19 0 R
/Length 53008
/Type /XObject
/BBox [ 133 751 479 772 ]
/Subtype /Form
>>
stream
xlK8,8?DKs9mavd
{f-8*2Y@H >חk}y}uf`v)_s}1z#*Gw_gX jow\o'1c|Z^G<
A̺X}ay?IT|y~L.[ {Ȟb\3-3]_'X\竵0{+_۾oY-wj+ B;)Aa=/
1~a(>}m_K' >*Q1:?OPnGsQ_`?mzN
?WBB!lU n'S 1Ipzχ1xF_09,}?e){:̹~Gu7g {0mD`pdS)>;ys`Pµx'O
+혝 oI~!p7̵&m=dC+>5ALV"I1"S*CKha#03L4|@p灟vMRQ==*/m"r>@uqo9ͻ;Vz 'ȳ;IBzWR~ihwa8PlT>]fZ8y52)r빃W{B7G/q)}M]elS(k=5^A] сڸc'w!Ll'M=Ȥ뎓z;#կN>\q6r>|8}}Lr$Mo5:>syls+Ǵ`C?/9{Y||jD u#i^\rJ8a|oY+Rxl<{[؏s迨nYaյ[?/^u;+ ,bhL}wrj:ɴdM8^q|m'aQ6;0k_ar|E8HɃpN('&r`V;Rs볩Nk\&W=DDG#5]~M{VyCSRH9ܜXˏt7߾i9ADگ
USڝ|{(hbIRZXg @6Hɹ0Dq;si\Tv<1?mUŏV7bF
p7Y9sƨ*.uz_LբřsB݃ɹ^'_Yae91f+n%A̶d
Ċc#q
CF=Mt'\&ξ)z;L-4:n}41j:mӶ_)\݇ |T@uAƓxAN6Ql;}Ɲ{~_y"g%]nCi']I~,xa?feoɌr0u?V=phldx.Y;~nZL603> \`ęܓ