%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 12 0 R ] /Type /Pages /Count 10 >> endobj 2 0 obj << /Title (Density\055Aware Single Image De\055Raining Using a Multi\055Stream Dense Network) /Producer (PyPDF2) /Author (He Zhang\054 Vishal M\056 Patel) /Subject (2018 IEEE Conference on Computer Vision and Pattern Recognition) >> endobj 3 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 14 0 R /Resources << /XObject << /x8 15 0 R /x6 18 0 R /R21 21 0 R /R20 22 0 R /R18 23 0 R /R19 24 0 R /R23 25 0 R /R22 26 0 R /x12 27 0 R /x10 30 0 R >> /ExtGState << /s9 33 0 R /s11 36 0 R /a0 << /CA 1 /ca 1 >> /R7 39 0 R /s5 40 0 R /s7 43 0 R >> /Font << /F2 46 0 R /R8 47 0 R /R10 51 0 R /R12 55 0 R /F1 59 0 R /R14 60 0 R /R16 63 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 4 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 67 0 R /Resources << /ExtGState << /R7 39 0 R >> /Font << /R10 51 0 R /F2 68 0 R /F1 69 0 R /R8 47 0 R /R16 63 0 R /R34 70 0 R /R32 74 0 R /R30 78 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 5 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 82 0 R /Resources << /XObject << /R49 83 0 R /R48 84 0 R /R47 85 0 R /R44 86 0 R /R43 87 0 R /R127 88 0 R /R126 89 0 R /R125 90 0 R /R124 91 0 R /R123 92 0 R /R122 93 0 R /R121 94 0 R /R120 95 0 R /R83 97 0 R /R82 99 0 R /R81 100 0 R /R80 98 0 R /R87 101 0 R /R86 102 0 R /R129 103 0 R /R128 104 0 R /R78 105 0 R /R79 106 0 R /R72 107 0 R /R73 109 0 R /R70 110 0 R /R71 108 0 R /R76 112 0 R /R77 113 0 R /R74 114 0 R /R75 115 0 R /R89 116 0 R /R88 117 0 R /R109 118 0 R /R108 119 0 R /R101 120 0 R /R100 121 0 R /R103 122 0 R /R102 123 0 R /R105 124 0 R /R104 125 0 R /R107 126 0 R /R106 127 0 R /R85 128 0 R /R84 129 0 R /R58 130 0 R /R59 132 0 R /R54 133 0 R /R55 134 0 R /R56 135 0 R /R57 131 0 R /R50 136 0 R /R52 137 0 R /R53 138 0 R /R98 139 0 R /R99 140 0 R /R90 141 0 R /R91 142 0 R /R92 143 0 R /R93 144 0 R /R94 145 0 R /R95 146 0 R /R96 147 0 R /R97 148 0 R /R118 149 0 R /R119 151 0 R /R112 152 0 R /R113 153 0 R /R110 154 0 R /R111 155 0 R /R116 150 0 R /R117 156 0 R /R114 157 0 R /R115 158 0 R /R65 159 0 R /R64 160 0 R /R67 161 0 R /R66 162 0 R /R61 96 0 R /R60 163 0 R /R63 164 0 R /R62 165 0 R /R69 111 0 R /R68 166 0 R >> /ExtGState << /R46 167 0 R /R45 168 0 R /R7 39 0 R /R42 169 0 R /R51 170 0 R >> /Font << /R10 51 0 R /F2 171 0 R /F1 172 0 R /R8 47 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 6 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 173 0 R /Resources << /XObject << /R141 174 0 R /R140 175 0 R >> /ExtGState << /R7 39 0 R >> /Font << /F2 176 0 R /R16 63 0 R /R8 47 0 R /R10 51 0 R /F1 177 0 R /R136 178 0 R /R138 183 0 R /R34 70 0 R /R32 74 0 R /R30 78 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 7 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 187 0 R /Resources << /XObject << /R180 188 0 R /R49 83 0 R /R158 189 0 R /R159 191 0 R /R163 192 0 R /R162 193 0 R /R161 194 0 R /R160 195 0 R /R167 196 0 R /R166 198 0 R /R165 199 0 R /R164 200 0 R /R169 201 0 R /R168 202 0 R /R54 133 0 R /R152 197 0 R /R153 203 0 R /R156 204 0 R /R157 190 0 R /R154 205 0 R /R155 206 0 R /R178 207 0 R /R179 208 0 R /R150 209 0 R /R151 210 0 R /R174 211 0 R /R175 213 0 R /R176 214 0 R /R177 215 0 R /R170 216 0 R /R171 217 0 R /R172 218 0 R /R173 212 0 R >> /ExtGState << /R181 219 0 R /R7 39 0 R /R45 168 0 R /R51 170 0 R /R42 169 0 R >> /Font << /F2 220 0 R /R16 63 0 R /R8 47 0 R /R148 221 0 R /R10 51 0 R /F1 224 0 R /R136 178 0 R /R138 183 0 R /R34 70 0 R /R32 74 0 R /R30 78 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 8 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 225 0 R /Resources << /XObject << /R189 226 0 R /R188 227 0 R /R190 228 0 R >> /ExtGState << /R7 39 0 R >> /Font << /R10 51 0 R /F2 229 0 R /R16 63 0 R /R8 47 0 R /R136 178 0 R /R138 183 0 R /R34 70 0 R /R32 74 0 R /F1 230 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 9 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 231 0 R /Resources << /XObject << /R211 232 0 R /R203 233 0 R /R200 234 0 R /R212 235 0 R /R206 236 0 R /R207 237 0 R /R204 238 0 R /R205 239 0 R /R220 240 0 R /R221 241 0 R /R222 242 0 R /R209 243 0 R /R213 244 0 R /R208 245 0 R /R215 246 0 R /R199 247 0 R /R197 248 0 R /R214 249 0 R /R217 250 0 R /R210 251 0 R /R216 252 0 R /R219 253 0 R /R218 254 0 R /R198 255 0 R >> /ExtGState << /R7 39 0 R >> /Font << /F2 256 0 R /R201 257 0 R /R8 47 0 R /R10 51 0 R /F1 260 0 R /R16 63 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 10 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 261 0 R /Resources << /XObject << /R229 262 0 R /R239 263 0 R /R238 264 0 R /R237 265 0 R /R236 266 0 R /R235 267 0 R /R234 268 0 R /R233 269 0 R /R232 270 0 R /R231 271 0 R /R230 272 0 R /R248 273 0 R /R249 274 0 R /R246 275 0 R /R247 276 0 R /R244 277 0 R /R245 278 0 R /R242 279 0 R /R243 280 0 R /R240 281 0 R /R241 282 0 R /R252 283 0 R /R251 284 0 R /R250 285 0 R /R22 26 0 R >> /ExtGState << /R7 39 0 R >> /Font << /R10 51 0 R /F2 286 0 R /R12 55 0 R /F1 287 0 R /R136 178 0 R /R8 47 0 R /R16 63 0 R /R32 74 0 R >> /ProcSet [ /Text /ImageC /ImageB /PDF /ImageI ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 11 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 288 0 R /Resources << /ExtGState << /R7 39 0 R >> /Font << /R10 51 0 R /F2 289 0 R /F1 290 0 R /R16 63 0 R /R8 47 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 12 0 obj << /Parent 1 0 R /Rotate 0 /Type /Page /Contents 291 0 R /Resources << /ExtGState << /R7 39 0 R >> /Font << /R10 51 0 R /F2 292 0 R /F1 293 0 R /R16 63 0 R >> /ProcSet [ /ImageC /Text /PDF /ImageI /ImageB ] >> /MediaBox [ 0 0 612 792 ] /Annots [ ] >> endobj 13 0 obj << /Type /Catalog /Pages 1 0 R >> endobj 14 0 obj << /Length 14287 >> stream q q q 0.1 0 0 0.1 0 0 cm /R7 gs 0 g q 10 0 0 10 0 0 cm BT /R8 14.3462 Tf 1 0 0 1 62.8531 675.067 Tm [ (Density\055awar) 17.9989 (e) -249.999 (Single) -250.011 (Image) -250.005 (De\055raining) -249.988 (using) -250.007 (a) -250.008 (Multi\055str) 17.9912 (eam) -249.995 (Dense) -249.995 (Netw) 9.99285 (ork) ] TJ /R10 11.9552 Tf 136.751 -37.8582 Td [ (He) -249.995 (Zhang) -6250.01 (V) 59.9916 (ishal) -250.008 (M\056) -250.008 (P) 15.0158 (atel) ] TJ -27.3289 -13.9469 Td [ (Department) -250 (of) -250.014 (Electrical) -250.004 (and) -249.987 (Computer) -250.014 (Engineering) ] TJ 25.225 -13.948 Td [ (Rutgers) -249.985 (Uni) 24.9957 (v) 14.9851 (ersity) 64.9887 (\054) -250.012 (Piscata) 14.9933 (w) 10 (ay) 65.003 (\054) -250.012 (NJ) -250.006 (08854) ] TJ /R12 8.9664 Tf -4.02187 -13.948 Td [ (f) -0.8999 ] TJ /R14 8.9664 Tf 4.60703 0 Td (he\056zhang92\054vishal\056m\056patel) Tj /R12 8.9664 Tf 134.496 0 Td [ (g) -0.90126 ] TJ /R14 8.9664 Tf 4.60703 0 Td (\100rutgers\056edu) Tj /R8 11.9552 Tf -191.193 -41.0461 Td (Abstract) Tj /R16 9.9626 Tf -83.9277 -23.9258 Td [ (Single) -345.015 (ima) 10.013 (g) 10.0032 (e) -345.986 (r) 14.984 (ain) -344.984 (str) 36.9938 (eak) -345.985 (r) 37.0196 (emo) 10.002 (val) -344.994 (is) -346.008 (an) -344.991 (e) 19.9918 (xtr) 36.984 (emely) -345.984 (c) 15.0122 (hal\055) ] TJ -11.9551 -11.9551 Td [ (lenging) -670.015 (pr) 44.9839 (oblem) -669.01 (due) -670 (to) -669.013 (the) -669.998 (pr) 36.9852 (esence) -668.994 (of) -669.994 (non\055uniform) ] TJ 11.9551 TL T* [ (r) 14.984 (ain) -524.993 (densities) -523.995 (in) -524.998 (ima) 10.013 (g) 10.0032 (es\056) -1134 (W) 91.9859 (e) -525.015 (pr) 36.9852 (esent) -523.981 (a) -525.006 (no) 10.0081 (vel) -525.013 (density\055) ] TJ 11.9559 TL T* [ (awar) 37.0036 (e) -214.008 (multi\055str) 38 (eam) -214 (densely) -213.994 (connected) -213.013 (con) 39.9982 (volutional) -213.994 (neur) 14.9901 (al) ] TJ 11.9551 TL T* [ (network\055based) -321.983 (algorithm\054) -340.988 (called) -322.009 (DID\055MDN\054) -322.005 (for) -322.008 (joint) -323.012 (r) 14.9828 (ain) ] TJ T* [ (density) -385.992 (estimation) -386.986 (and) -386 (de\055r) 14.9816 (aining) 15.0122 (\056) -719.015 (The) -386 (pr) 44.9851 (oposed) -387.011 (method) ] TJ T* [ (enables) -395.993 (the) -396.004 (network) -395.004 (itself) -395.982 (to) -396 (automatically) -395.998 (determine) -395.993 (the) ] TJ T* [ (r) 14.984 (ain\055density) -494 (information) -494.012 (and) -493.001 (then) -493.984 (ef) 18 <026369656e746c79> -494.016 (r) 37.0183 (emo) 10 (ve) -494.006 (the) ] TJ T* [ (corr) 36.9871 (esponding) -404.991 (r) 14.984 (ain\055str) 37.0073 (eaks) -404.989 (guided) -405.007 (by) -404.99 (the) -406.003 (estimated) -404.999 (r) 14.9828 (ain\055) ] TJ 11.9563 TL T* [ (density) -538.006 (label\056) -1172.02 (T) 92 (o) -537.984 (better) -538.011 (c) 15.0122 (har) 14.9938 (acterize) -536.989 (r) 14.9828 (ain\055str) 37.0085 (eaks) -537.986 (with) ] TJ 11.9547 TL T* [ (dif) 18.0166 (fer) 36.9834 (ent) -437.997 (scales) -437.989 (and) -437.991 (shapes\054) -484.991 (a) -438.981 (multi\055s) 1.01209 (tr) 36.9865 (eam) -438.983 (densely) -437.996 (con\055) ] TJ T* [ (nected) -513.988 (de\055r) 14.9816 (aining) -515.017 (network) -514.004 (is) -514.999 (pr) 44.9839 (oposed) -514.01 (whic) 15 (h) -515.007 (ef) 18 <026369656e746c79> ] TJ T* [ (le) 14.981 (ver) 15.0147 (a) 10.0032 (g) 10.0032 (es) -424.986 (featur) 37 (es) -424.987 (fr) 44.9864 (om) -426 (dif) 18.0166 (fer) 36.9828 (ent) -425.02 (scales\056) -836 (Furthermor) 37.0183 (e) 9.99343 (\054) -469.017 (a) ] TJ T* [ (ne) 15.0177 (w) -362.985 (dataset) -363.006 (containing) -362.99 (ima) 10.013 (g) 10.0032 (es) -362.997 (with) -363.004 (r) 14.984 (ain\055density) -363 (labels) -363.01 (is) ] TJ 11.9559 TL T* [ (cr) 37.0153 (eated) -328.015 (and) -328.989 (used) -328.011 (to) -328.992 (tr) 14.9914 (ain) -328.007 (the) -328.997 (pr) 44.9839 (oposed) -328.002 (density\055awar) 36.984 (e) -329.009 (net\055) ] TJ 11.9551 TL T* [ (work\056) -343.998 (Extensive) -261.983 (e) 19.9918 (xperiments) -260.988 (on) -261.005 (synthetic) -262.01 (and) -261 (r) 37.0183 (eal) -261.988 (datasets) ] TJ T* [ (demonstr) 15.011 (ate) -531.982 (that) -532.985 (the) -531.982 (pr) 44.9839 (oposed) -532.987 (method) -532.009 (ac) 15.0171 (hie) 14.9852 (ves) -533.012 <7369676e69022d> ] TJ T* [ (cant) -441.992 (impr) 44.9937 (o) 10.0032 (vements) -443.016 (o) 10.0032 (ver) -442.007 (the) -441.997 (r) 37.0196 (ecent) -442.006 (state\055of\055the\055art) -443.014 (meth\055) ] TJ T* [ (ods\056) -387.995 (In) -275.991 (addition\054) -283.002 (an) -275.983 (ablation) -275.986 (study) -276.014 (is) -276.019 (performed) -276.003 (to) -275.981 (demon\055) ] TJ T* [ (str) 14.9975 (ate) -398.004 (the) -398.004 (impr) 44.9937 (o) 10.0032 (vements) -396.984 (obtained) -398.016 (by) -398.011 (dif) 18.0166 (fer) 36.984 (ent) -398.005 (modules) -397.985 (in) ] TJ 11.9559 TL T* [ (the) -461.993 (pr) 44.9839 (oposed) -462.018 (method\056) -944.995 (The) -461.987 (code) -460.981 (can) -461.996 (be) -462.001 (downloaded) -461.989 (at) ] TJ 11.9551 TL T* [ (https\072\057\057github) 39.9909 (\056com\057hezhangsprinter\057DID\055MDN) ] TJ /R8 11.9552 Tf 35.9129 TL T* [ (1\056) -249.99 (Intr) 18.0146 (oduction) ] TJ /R10 9.9626 Tf 11.9551 -18.9441 Td [ (In) -261.013 (man) 14.9908 (y) -261.01 (applications) -259.993 (such) -261.003 (as) -261.014 (drone\055based) -261.003 (video) -260.998 (surv) 14.9901 (eil\055) ] TJ -11.9551 -11.9559 Td [ (lance) -313.987 (and) -315 (self) -313.981 (dri) 24.9848 (ving) -314.984 (cars\054) -329.988 (one) -315 (has) -314.019 (to) -314.994 (process) -314.016 (images) -314.984 (and) ] TJ 11.9551 TL T* [ (videos) -328 (containing) -329.005 (undesirable) -328 (artif) 10.002 (acts) -328.019 (such) -328.011 (as) -329.001 (rain\054) -348.013 (sno) 24.9934 (w) 65.0112 (\054) ] TJ T* [ (and) -430.981 (fog) -432 (\133) 1.01637 (8\054) -431.999 (7\135) -430.986 (or) -430.986 (other) -431.997 (di) 0.99248 (stortion) -432.006 (such) -431.014 (as) -430.984 (blur) -431.011 (and) -432.001 (light) ] TJ T* [ (\13325\135\056) -483.992 (Furthermore\054) -321.992 (the) -308.02 (performance) -307.988 (of) -307.985 (man) 14.9901 (y) -307.983 (computer) -308.005 (vi\055) ] TJ T* [ (sion) -322.982 (systems) -321.986 (often) -322.995 (de) 15.0183 (grades) -323.001 (when) -322.996 (the) 14.9852 (y) -321.981 (are) -323.017 (presented) -322.993 (with) ] TJ T* [ (images) -292.008 (containing) -291.992 (some) -292.011 (of) -291.989 (these) -291.981 (artif) 10.002 (acts\056) -435.998 (Hence\054) -303.011 (it) -292.015 (is) -292.017 (im\055) ] TJ 11.9563 TL T* [ (portant) -199.984 (to) -199.013 (de) 25.016 (v) 14.9828 (elop) -199.994 (algorithms) -199.997 (that) -199.011 (can) -200.01 (automatically) -199.998 (remo) 14.9877 (v) 14.9828 (e) ] TJ 11.9547 TL T* [ (these) -394.003 (artif) 10.002 (acts\056) -743.986 (In) -394.992 (thi) 1 (s) -394.987 (paper) 39.9909 (\054) -430.984 (we) -394.014 (address) -394.983 (the) -394.005 (problem) -395.005 (of) ] TJ T* [ (rain) -305.984 (streak) -305.982 (remo) 14.9877 (v) 24.9811 (al) -305.986 (from) -304.997 (a) -305.993 (single) -306.002 (image\056) -477.982 (V) 111.004 (arious) -306.013 (methods) ] TJ T* [ (ha) 19.9973 (v) 14.9828 (e) -238.004 (been) -237.998 (proposed) -238.015 (in) -237.987 (the) -237.992 (literature) -237.985 (to) -237.987 (address) -237.99 (this) -238.014 (problem) ] TJ T* [ (\13319\054) -249.988 (7\054) -249.99 (39\054) -249.985 (21\054) -249.985 (3\054) -249.99 (16\054) -249.985 (11\054) -249.985 (2\054) -249.99 (41\054) -249.985 (36\054) -249.985 (6\135\056) ] TJ 11.9551 -11.9711 Td [ (One) -392.009 (of) -392.011 (the) -392.006 (main) -391.993 (limitations) -391.985 (of) -392.012 (the) -392.986 (e) 15.0122 (xisting) -392.011 (single) -391.986 (im\055) ] TJ ET Q q 822.009 0 0 708.669 3094.1 4934.17 cm /R18 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 342.796 475.783 Tm (\050a\051) Tj ET Q q 822.002 0 0 708.669 3886.25 4934.17 cm /R19 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 421.76 475.783 Tm (\050b\051) Tj ET Q q 822.03 0 0 708.669 4678.4 4934.17 cm /R20 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 501.226 475.783 Tm (\050c\051) Tj ET Q q 779.52 0 0 510.259 3094.1 4204.76 cm /R21 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 342.545 402.842 Tm (\050d\051) Tj ET Q q 779.52 0 0 510.259 3886.25 4204.76 cm /R22 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 422.011 402.842 Tm (\050e\051) Tj ET Q q 779.52 0 0 510.259 4678.4 4204.76 cm /R23 Do Q q 10 0 0 10 0 0 cm BT /R10 8.9664 Tf 1 0 0 1 501.723 402.842 Tm (\050f\051) Tj /R8 8.9664 Tf -192.861 -12.9512 Td [ (Figur) 17.9952 (e) -370.02 (1\072) ] TJ /R10 8.9664 Tf 40.957 0 Td [ (Image) -370.001 (de\055raining) -370.007 (results\056) -670.02 (\050a\051) -370.007 (Input) -370.007 (rain) 15.0083 (y) -370.001 (image\056) -669.993 (\050b\051) ] TJ -40.957 -10.959 Td [ (Result) -313.001 (from) -312.993 (Fu) ] TJ /R16 8.9664 Tf 58.232 0 Td [ (et) -312.985 (al) ] TJ /R10 8.9664 Tf 16.2539 0 Td [ (\056) -499.02 (\1337\135\056) -498.004 (\050c\051) -313.023 (DID\055MDN\056) -313.018 (\050d\051) -313.001 (Input) -312.021 (rain) 15.0083 (y) -313.018 (image\056) ] TJ -74.4859 -10.959 Td [ (\050e\051) -218.004 (Result) -216.983 (from) -218.02 (Li) ] TJ /R16 8.9664 Tf 66.0777 0 Td [ (et) -218.012 (al) ] TJ /R10 8.9664 Tf 15.4012 0 Td [ (\056) -299.011 (\13336\135\056) -298.995 (\050f\051) -218.001 (DID\055MDN\056) -218.001 (Note) -217.021 (that) -218.001 (\1337\135) -217.985 (tends) -217.005 (to) ] TJ -81.4789 -10.959 Td [ (o) 14.9865 (v) 14.9865 (er) -209.016 (de\055rain) -208.997 (the) -209.996 (image) -209.002 (while) -208.994 (\13336\135) -209.011 (tends) -209.991 (to) -209.016 (under) -209.016 (de\055rain) -209 (the) -208.994 (image\056) ] TJ /R10 9.9626 Tf 47.2891 TL T* [ (age) -414.992 (de\055raining) -413.99 (methods) -414.992 (is) -415.014 (that) -415.014 (the) 14.9877 (y) -414.004 (are) -415 (designed) -415.004 (to) -415.019 (deal) ] TJ 11.9551 TL T* [ (with) -365.995 (certain) -366.995 (types) -365.998 (of) -366.015 (rain) 14.9828 (y) -366.012 (images) -367.017 (and) -366.012 (the) 14.9877 (y) -366.012 (do) -366.008 (not) -367.017 (ef) 25.0056 (fec\055) ] TJ T* [ (ti) 24.9909 (v) 14.9828 (ely) -388.987 (consider) -387.997 (v) 24.9811 (arious) -389.018 (shapes\054) -423.013 (scales) -388.989 (and) -388.009 (density) -389.004 (of) -388.994 (rain) ] TJ T* [ (drops) -342.984 (into) -341.997 (their) -342.989 (algorithms\056) -588.01 (State\055of\055the\055art) -342.002 (de\055raining) -342.982 (al\055) ] TJ T* [ (gorithms) -257.011 (such) -257.984 (as) -257.013 (\13336\054) -257.986 (7\135) -257.013 (often) -257.986 (tend) -257.001 (to) -257.006 (o) 14.9828 (v) 14.9828 (er) -258.006 (de\055rain) -257.016 (or) -257.996 (under) ] TJ 11.9559 TL T* [ (de\055rain) -216.981 (the) -215.996 (image) -217.008 (if) -217.018 (the) -217.015 (rain) -215.998 (condition) -217.018 (present) -217.013 (in) -215.993 (the) -217.013 (test) -217.008 (im\055) ] TJ 11.9551 TL T* [ (age) -200.008 (is) -199.994 (not) -199.008 (properly) -199.989 (considered) -199.991 (during) -199.981 (training\056) -293.02 (F) 14.9926 (or) -200.006 (e) 15.0122 (xample\054) ] TJ T* [ (when) -203.018 (a) -202.01 (rain) 14.9828 (y) -202.981 (image) -203.01 (sho) 24.9934 (wn) -203.015 (in) -201.996 (Fig\056) -202.996 (1\050a\051) -202.991 (is) -201.991 (de\055rained) -202.981 (using) -202.996 (the) ] TJ T* [ (method) -282.982 (of) -283.009 (Fu) ] TJ /R16 9.9626 Tf 57.1598 0 Td [ (et) -283.009 (al\056) ] TJ /R10 9.9626 Tf 24.3211 0 Td [ (\1337\135\054) -291.01 (it) -282.997 (tends) -282.992 (to) -282.022 (remo) 14.9877 (v) 14.9828 (e) -283.017 (some) -282.992 (important) ] TJ -81.4809 -11.9547 Td [ (parts) -378.006 (in) -378.983 (the) -378.008 (de\055rained) -378.993 (image) -378 (such) -378.986 (as) -378.015 (the) -378.006 (right) -379.015 (arm) -378.01 (of) -378.996 (the) ] TJ T* [ (person\054) -280.015 (as) -273.991 (sho) 24.9934 (wn) -273.986 (in) -273.981 (Fig\056) -274.003 (1\050b\051\056) -382.01 (Similarly) 64.9843 (\054) -281.007 (when) -273.984 (\13336\135) -273.989 (is) -274.018 (used) ] TJ 11.9563 TL T* [ (to) -348.008 (de\055rain) -348.018 (the) -348.013 (image) -348.006 (sho) 24.9934 (wn) -348.011 (in) -348.011 (Fig\056) -347.011 (1\050d\051\054) -372.992 (it) -348.006 (tends) -348 (to) -348.011 (under) ] TJ 11.9547 TL T* [ (de\055rain) -231.018 (the) -231.013 (image) -231.006 (and) -229.996 (lea) 19.9942 (v) 14.9828 (es) -231.02 (some) -231 (rain) -231.015 (streaks) -231.006 (in) -231.01 (the) -231.01 (output) ] TJ T* [ (de\055rained) -271.011 (image\056) -375.018 (He) 1.01699 (nce\054) -277.013 (more) -271.984 (adapti) 24.9909 (v) 14.9828 (e) -271.018 (and) -271.009 (ef) 25.0056 <026369656e74> -272.009 (meth\055) ] TJ T* [ (ods\054) -310.987 (that) -298.014 (can) -299.011 (deal) -299.006 (with) -298.007 (dif) 24.986 (ferent) -299.014 (rain) -297.985 (density) -299.019 (le) 25.0203 (v) 14.9828 (els) -299 (present) ] TJ T* [ (in) -249.985 (the) -249.99 (image\054) -250.02 (are) -250.01 (needed\056) ] TJ 11.9551 -13.5328 Td [ (One) -309.985 (possible) -311.009 (solution) -310.019 (to) -310.017 (this) -310.982 (problem) -310.002 (is) -310.992 (to) -310.017 (b) 20.0016 (uild) -310.002 (a) -311.012 (v) 14.9828 (ery) ] TJ -11.9551 -11.9551 Td [ (lar) 17.997 (ge) -196.007 (training) -196.016 (dataset) -195.014 (with) -195.982 (suf) 24.986 <026369656e74> -195.982 (rain) -196.002 (conditions) -195.997 (contain\055) ] TJ T* [ (ing) -421.011 (v) 24.9811 (arious) -421.993 (rain\055density) -420.996 (le) 25.0203 (v) 14.9828 (els) -421.998 (with) -421.003 (dif) 24.986 (ferent) -422.013 (orientations) ] TJ T* [ (and) -372.011 (scales\056) -677.014 (This) -371.994 (has) -372.009 (been) -372.016 (achie) 25.0154 (v) 14.9828 (ed) -372.016 (by) -372.987 (Fu) ] TJ /R16 9.9626 Tf 178.657 0 Td [ (et) -372.011 (al) ] TJ /R10 9.9626 Tf 18.652 0 Td [ (\056) -676.98 (\1337\135) -372.016 (and) ] TJ -211.05 -29.8879 Td (1) Tj ET Q Q Q q q 1 1 1 rg /a0 gs 48.406 786.422 515.188 -52.699 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 14.4 TL ET 1 1 1 rg n 270 47 72 14 re f* 0.5 0.5 0.5 rg BT /F2 9 Tf 10.8 TL ET BT 1 0 0 1 299.25 50 Tm (695) Tj T* ET Q endstream endobj 15 0 obj << /Filter /FlateDecode /Resources << /ExtGState << /a0 << /CA 1 /ca 1 >> >> /XObject << /x18 16 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 16 0 obj << /Filter /FlateDecode /Resources 17 0 R /Length 107 /Type /XObject /BBox [ 78 746 96 765 ] /Subtype /Form >> stream xe AC̬wʠ =p,?]%+H-
Jc "82w8VSnGW;"
endstream
endobj
17 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
18 0 obj
<<
/Filter /FlateDecode
/Resources <<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
/XObject <<
/x15 19 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
19 0 obj
<<
/Filter /FlateDecode
/Resources 20 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
20 0 obj
<<
/ExtGState <<
/a0 <<
/CA 1
/ca 1
>>
>>
>>
endobj
21 0 obj
<<
/Filter /DCTDecode
/BitsPerComponent 8
/Height 512
/Length 39307
/ColorSpace /DeviceRGB
/Width 512
/Subtype /Image
>>
stream
Adobe d C
$, !$4.763.22:ASF:=N>22HbINVX]^]8EfmeZlS[]Y C**Y;2;YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY "
} !1AQa"q2#BR$3br
%&'()*456789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz
w !1AQaq"2B #3Rbr
$4%&'()*56789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz ? '˔aލS=\ّ dlZTT7ϽF2U[ i!8BHRF sڃz.>wBH#qiRˉ]%đ#'03ԙ$iKnʭԃZd# 5Jc