CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ecaade2016_070
authors Takagi, Naoya and Takizawa, Atsushi
year 2016
title Development of The Method for Estimating Traffic Volume of Pedestrians in An Underground Mall by Use of Watch Cameras
source Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 463-472
wos WOS:000402064400046
summary This paper describes a method for estimating pedestrian traffic volume by using video cameras. In the Umeda underground mall in Osaka City, we estimated the traffic volume without tracking technology and while protecting pedestrian's privacy. We developed an original algorithm that roughly estimates the traffic volume of pedestrians from sequential images of video cameras. We focused on a line on each image cut out from video and made a new image which shows the spatiotemporal distribution of pedestrians. We defined this image as 'time historical image of pedestrian spots (THIPS)'. In a THIPS, a pedestrian is regarded as a cluster of connected pixels with the same label. We captured the spatiotemporal distribution of pedestrians by using these images. We found that this algorithm requires a THIPS to estimate the number of pedestrians who passed the spot for a few minutes and plural THIPSs to estimate their traveling directions. Finally, we concluded that this algorithm is an efficient means of estimating pedestrian traffic volume.
keywords Pedestrian Flow; Underground Mall; Spatiotemporal Distribution; Watch Cameras; Background Subtraction; Integer Linear Problem
series eCAADe
email t.naoya.oioi.etoomouyo@gmail.com
full text file.pdf (4,775,374 bytes)
references Cumincad : CUMINCAD References : TOC for Robots

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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5616, 2bb8, 043d, ecaade2014_042p10, c8bd, e6f1, ace2, 81db, acadia14_177t, sigradi2014_074h6, 30ae, 426e, 1e60, a4c5, 7197, 0c84, 826b, 8965, 9305, a0a3, c1ad, a78e, ecaade2016_078a23, 5e11, 17a4, 5597, 8ba3, a10c, 2d3c, 3a7f, b59f, b3d7, 689c, 08fb, 8637, 2ad9, 2364, b891, a3a3, ecaade2013r_002b2, 4e5d, 2603, 08a8, ecaade2013r_014f8, 7597, 0217, ecaade2016_162g44, 54f6, ecaade2016_182n49, 7ef9, da81, ecaade2016_025k7, da26, 8cb1, 5677, 2647, 94ac, f669, 152e, 9097, b6c0, 6323, fd16, a90b, b41e, 3204, 13fe, 0164, 42d8, b8e7, 88d6, 19e4, 534a, 224f, 57a5, ecaade2015_206h45, e9dc, 61b9, b282, 5126, bfbe, b4b3, 3808, 723d, acadia14projects_691as, caadria2016_301h13, bc89, dc68, acadia14projects_311x, d34c, aea5, 47f3, 197c, c956, b6d4, ecaade2015_144a31, ca22, acadia15_497p22, 4bc3, sigradi2013_183t, c889, b70d, 4726, caadria2016_301s13, 35c9, f46b, ddfa, ascaad2014_035z1, sigradi2014_178j5, 32d3, 8253, 15f9, cc25, caadria2017_080l24, 642d, ecaade2016_055g14, 116d, be21, 33d2, 54bf, c6db, 63b6, 0219, ff09, caadria2017_190o45, 6476, ecaade2016_164p46, d7da, 87c4, bf08, 6283, cadd, 1bef, 20dc, c0fa, ascaad2016_037g14, 01b3, 31d4, caadria2017_129l34, acadia15_395e17, ecaade2015_92y18, b854, fd98, 7208, 370b, c729, dd19, 8642, 7c83, 0207, 77f6, 9493, 4851, cb64, 6348, b073, 987a, 0c09, b250, 9f0a, f11b, 6c24, sigradi2013_425o, ecaade2016_169n48, caadria2015_014s2, ecaade2015_235m53, caadria2015_226c35, ecaade2016_234z62, 9db4, a8c8, 1941, 53d9, c375, 8c01, a8e4, eb71, 6be0, 3d30, 06b5, e579, f45b, ecaade2016_078c23, 7330, ecaade2013r_003n3, 705e, e95d, facf, sigradi2015_9.347b18, 3047, 9da3, 87da, ecaade2016_071a19, c294, a49e, 68e0, b9e0, caadria2015_218a34, 0555, 94bf, sigradi2013_244i, f6a3, f6b0, acadia16_236i15, a230, 9a93, ecaade2015_284t61, 92b3, 14c7, e957, 4c6d, 764a, ec3c, ecaade2015_225g49, 4baf, 8daa, ef47, 89db, 1f57, b0e4, caadria2017_122u31, 17ea, 2144, b255, d1f8, 7fc2, e9f7, a653, f7c6, 0bf9, 45f9, 39d9, 03ce, 359f, e2ed, ijac201412201p1, 7616, 012c, 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caadria2017_048a16, 4d11, 6057, ecaade2015_200g43, 0536, e613, e58c, 61b6, ecb5, ascaad2014_014y7, 04fd, b119, e731, ecaade2016_077v22, 150a, 58f4, 6738, bfc2, acadia15_57j2, cf1b, c8a7, 1f12, e1a0, 1f45, e1ce, 3d68, 71af, 62ff, df97, bd81, 3ca2, c8cf, 23d0, caadria2017_135i36, ee16, 0311, ce4f, 197f, 0197, acadia14projects_579m, 38a2, c2e8, fb15, e5d2, ad9b, 6e93, a2a7, f518, c4a9, 483e, ecaade2014_152j36, 1732, 2b85, f4d2, acadia14projects_609ah, f3fa, ecaade2015_144x30, 7c1b, 17e8, 7acc, 95db, 8fba, 8e6d, b332, caadria2016_073b4, 2f77, 19e1, acadia15_185d7, e596, 6689, cf1a, ecaade2014_030p8, 6195, ab87, 063d, 3476, 8acd, 3c02, 287b, ecaade2014_132h29, 302f, bcda, ecaade2015_87y17, 69e2, cd9b, acadia15_407p17, c6c7, cf7c, 6b98, ff10, sigradi2015_12.259w27, eae5, 773e, 4e8b, ecaade2015_221t48, 2163, f0ec, 5412, acadia16_140v10, 81b4, 78dc, 7a3f, 4746, sigradi2013_405, 08b8, 7450, ijac201614203g9, 6942, sigradi2013_390t, 779e, 5861, 0dc7, 4b29, 5357, 4223, 0fa4, 6815, ijac201614105e5, 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ascaad2014_003a2, 9470, 0c5c, sigradi2014_041g3, 69cd, 01ef, 41dd, dae1, 7865, 63f0, sigradi2015_sp_3.85s29, acadia14projects_565ah, a6cf, 9852, 9606, caadria2015_004o1, 3213, 835f, 3798, 57c9, 3a59, aa72, 638e, 4ed2, 1026, 836c, 6aed, dd78, sigradi2014_232z8, ee2b, 7332, sigradi2013_215, 4159, ecaade2016_243y64, 66f2, 96c8, ecaade2016_243x64, 9618, 55c2, 9a62, acadia16_62v4, 9e92, 274e, 9d79, 7de4, ecaade2014_123e28, 26f7, 3dbb, dc5e, 9676, 2967, acadia16_326t19, ecaade2016_163c46, 0fde, acadia15_57c2, ascaad2014_009f5, 082a, caadria2017_052v17, 8ba4, 216d, sigradi2015_4.219c7, acadia15_185c7, 9f81, 88b0, sigradi2013_397j, b6f1, 23f4, ca94, acadia14projects_357an, 3d7a, 7348, 22eb, 0cfb, ecaade2014_052d13, afbb, 4d23, 09ae, 7c02, 51fd, 48ab, acadia14_63ac, 5b2b, ae54, 12a7, 893d, 3a91, ecaade2016_ws-dheritageu67, sigradi2015_8.239x13, ijac201513206w8, caadria2016_851t35, 7442, 37e9, b238, 6f4b, 080c, 6f66, 86e8, sigradi2015_12.297g28, 5728, acadia14_117g, caadria2017_079c24, 3d20, 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5ecd, 07e6, 5331, dd76, 089a, 9562, 2077, d504, caadria2017_016w6, 0655, 1688, dc70, 92ff, 9e76, 5ff7, 9ae7, 1966, acadia14projects_589d, e7a4, 9fb0, ff5d, 6575, acadia16_214b14, e7c5, c350, 46ec, ecaade2015_201w43, d433, e0e3, ea70, 8c88, 1fe4, 58e2, ijac201614208s12, 6124, 4c1b, acadia14projects_189al, caadria2015_226m34, eb2d, 59dc, 8c10, ecaade2014_052x12, f93a, 8b0a, caadria2015_087m14, ecaade2014_140p31, ecaade2014_157j38, f120, ba4d, aa4d, 0c96, 6bbf, 4fd2, 6176, 0485, 20d5, 004b, 4de5, 4279, 71ed, ijac201412303x7, 1c75, c23f, bc6f, 9cdf, ab9a, 4a3d, ascaad2014_012f6, 1175, 704f, 3659, 805c, ascaad2016_058b23, 777f, acadia14_473ag, ecaade2015_269n59, 3cf4, acc2, 6e45, a342, sigradi2015_8.27m10, db16, 860c, 90cd, 60b2, 0065, 4d17, caadria2017_051j17, 3200, a0c4, 8f17, c90c, 31df, eabb, 4219, caadria2015_172x25, e677, sigradi2015_10.7f18, 37d6, 1067, a8a2, eb57, 57a6, 5dd2, 558f, ecaade2015_229m51, 1a89, 98dc, sigradi2013_311j, 8fbd, d604, e69b, 7bdd, c108, 65fc, 4897, 67b0, 7c3f, 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ecaade2015_319f70, 207b, be93, 497d, 2506, cd1a, 0bbe, 316b, bfa0, 6fae, 5e9b, ec50, 70be, 55b8, be7f, ijac201614201j6, caadria2015_016t3, bed7, 8e75, 2919, caadria2015_064m7, 49e1, 7104, 9cad, caadria2016_819z34, 6f8c, 0922, 0de8, 1904, fe6c, fda4, 7b71, 6402, 9ea3, ecaade2016_078i23, caadria2017_124d33, caadria2017_051w16, sigradi2015_10.309l22, 3a33, e68d, acadia16_332v19, 654e, 64a3, 9545, ada4, 8f9c, ecaade2016_021c6, acadia14projects_375i, dee8, 9393, 9087, 16d8, 52ab, 1c36, sigradi2014_099r8, sigradi2015_10.307m21, sigradi2013_28, dbde, ce03, 00d2, e24b, e89f, caadria2016_589y24, acadia14_247j, c0e8, ecaade2016_007e2, 4249, 2524, 1f2e, bb45, de67, c900, 7ae9, d30e, e288, 05e7, 6690, 597a, 756b, 83a5, 0f15, acadia15_57e2, 2f54, 8b45, 24bf, acadia14projects_63ai, 8245, a549, 1d15, 766d, 22a3, fb57, 10df, 2fd2, ed8d, 710d, 2b11, caadria2017_113c30, f447, 8bbd, 2286, 94c8, 192e, 88e0, d7d3, caadria2017_081y24, 8b52, acadia14_627b, 8ec1, a686, 32be, bb5a, 8b89, acadia14projects_435aw, d413, 4699, ecaade2015_138o27, 69bb, 6426, 7420, 5546, 3601, 94a9, 3aad, 3991, 9ad5, 2371, 18e5, 827a, acadia14_655ad, 9013, 0d83, f83d, fcc8, ecaade2014_195k50, d4ee, 9e4c, 250a, 2459, a6a9, ecaade2016_215u54, e160, f35b, sigradi2015_3.370a6, 6e72, 61c9, 7255, 8419, 564d, b622, c60f, sigradi2015_3.221o4, 49cc, 2477, caadria2017_056l19, 046e, 4285, 1a4b, 6db1, a883, e8b1, bab6, 6cef, ecaade2016_033h9, 4056, ecaade2015_86e17, b790, 2bd6, 1412, d8ce, c6f6, ecaade2015_217y47, ecaade2015_256e58, ecaade2016_225b61, f539, 5ebf, 7f63, f967, aea3, 5525, acadia14projects_301ay, 325c, d922, caadria2015_072t9, 1836, 4daf, dde2, 9a3e, b574, 5d1b, f7e3, 4c40, 5121, acadia14projects_177u, 565c, ecaade2014_138h30, 3ad3, e0f3, ecaade2016_119v32, sigradi2013_248v, 4686, b2a6, dd99, 63b5, caadria2015_130f22, 0f39, 0c2b, 0016, 1715, caadria2017_124g33, 2898, 9472, d41e, e681, ecaade2014_111r25, sigradi2013_280n, 91c4, ecaade2013r_004p3, 72ad, fa3b, 2114, 102c, 7617, 4058, 07f5, 894e, c23d, 794a, e77b, 7b5e, 093f, 3600, ea36, 0326, 0a60, ffaf, 0f3e, 6611, 9050, ecaade2016_123x33, 0297, 4d40, b934, 6613, 789f, caadria2016_651y27, ecaade2015_82c16, 0240, c42c, 1741, 3942, ijac201614202d8, sigradi2015_8.41v10, 0c53, 134e, 3377, 9bc1, sigradi2013_327, ascaad2014_017o9, d36c, 6b0b, c1c8, 38ec, c11f, 30be, e60f, acadia14projects_291an, 1c18, 10d0, d8b2, a9f1, d899, fb71, 974f, e256, 3c18, cf19, 419a, 8157, bd7d, ecaade2015_206b46, ecaade2016_234w62, a2f9, d017, 6fe8, 04c4, 1ed4, 6762, 4ef9, bdc0, d557, ecaade2016_078k23, 140f, 59a0, caadria2015_061i7, ecaade2014_121n27, 88fe, acadia15_343w14, ecaade2013r_018h9, d927, c866, 38c2, 6b28, b21e, 1087, f863, 6f97, 587a, 1bed, 45d3, 9771, 429c, 52ba, 9178, 6617, 4bba, 209f, 833f, 778a, a16d, 6d69, dfdb, acadia14projects_655ab, 8688, 3822, 2582, 59af, f106, 6d9e, ijac201614207y11, acadia14projects_237aw, ecaade2014_086o20, 5657, 9e98, 2c6f, 5022, d588, d64b, d2c1, 1f18, daaf, sigradi2013_390e, f67d, a7c8, b772, 39c1, c0c9, 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ascaad2016_041i16, e06e, 051e, bd2a, 1584, ecaade2015_286c63, 9b4b, cc4d, 8345, f330, ed63, b6fb, dfc3, c7d6, 4b0d, 2a70, 23bb, 7f57, 45d7, 91eb, ijac201412303f9, 3fdb, 907b, 0847, acadia14_101ae, 8236, ecaade2016_025e7, 3b81, 5938, 528c, b2af, 02e2, 65bd, 9fff, ecaade2014_149e34, 2e28, acadia14projects_555l, ad87, sigradi2015_10.309g22, 4cf0, acadia14_565ah, 3d9b, cd6d, deec, b07b, ec05, b225, ecaade2016_tkow66, 220f, 71cc, d820, 8cdb, f003, sigradi2013_95p, 2d76, 4630, 1b78, fc11, fe2f, ff8f, ascaad2016_032t12, acadia14projects_63ad, 0d72, c42a, b4ae, b210, 40bb, ecaade2013r_011d7, acadia16_140o10, 1d3a, f643, 1c2b, 4a19, bdf8, bb43, 3fa1, 6170, acadia14projects_435ar, 7886, 026f, 7862, b361, d4d1, 462a, cfb8, 2e6d, ascaad2016_045h19, 5340, e8c5, dd63, bef2, f9dd, 1f40, cf7b, 9efc, 6005, b351, 5fac, 81d3, 7f6a, 32bd, dbd9, 7397, cc2e, cf01, 772d, ecaade2015_332u71, 76dc, 9520, 70d0, 00ef, ecaade2016_136f38, 5469, e07b, caadria2015_218s33, 946e, ecaade2015_35b7, sigradi2013_342n, dd45, 0865, ce71, d032, 7d60, 9ae1, ijac201614408j5, 28a9, 331f, 04de, ee24, 2a12, a719, caadria2015_237n35, ascaad2014_017v9, acadia14projects_63e, 891a, ecaade2016_tkoe67, 0373, 94c7, 815e, 271a, 6334, a80a, 3504, 1a2b, 51db, ff62, 8cc0, d703, 026b, caadria2016_301j13, 4235, 7cb4, 527e, acadia14_589a, 2751, sigradi2014_339a8, c652, 80bf, d6de, acadia14_555c, f0fe, 7833, 1a8a, fd43, 4797, 70d8, 6013, 017a, 0b39, f25d, 6d3e, 130c, 4476, 58df, e608, 5684, 9925, ecaade2015_138c27, sigradi2015_3.268o5, 32e8, 1d02, ecaade2014_010h1, ecaade2015_194t40, bb44, 1c6b, 346f, 510b, c14d, 4cda, 079e, ff72, 6c2b, c262, ad39, aff9, 51f8, 0f2f, b600, aa3d, b6d3, 3433, ijac201412303n9, e6e2, 141a, 7f92, a0b3, 52e7, sigradi2015_3.65s2, e0d3, e752, 8403, ac25, 602c, 7aec, caadria2017_048n15, d9a3, 0c11, 6700, 5dc4, aea7, dc82, ecaade2014_151y35, 03d5, sigradi2014_114l9, 0599, 34d2, 1a5f, ecaade2014_041g10, 5aea, acadia15_357r15, 4027, 8f4b, acadia16_88p6, aee5, acadia16_432o25, b658, dd4c, 1ab3, 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ascaad2014_013a7, 12ff, 7619, 7f31, 84bb, e760, afab, 8bb8, caadria2016_219k10, 1590, sigradi2015_10.267u20, 043b, b515, 3c1d, 3719, 8277, 4a27, cc6d, acadia14projects_167y, ad7d, caadria2017_046u14, 7156, ecaade2016_198t52, ecaade2016_130s36, b8c0, caadria2016_291n12, ecaade2014_204b53, 60b6, 5fc7, 1d95, 6baa, 9190, 7317, 7215, ecaade2015_35a7, e70b, df17, 586c, 8203, ce39, caadria2016_167p7, 93d7, 85ad, 5427, 4818, 6027, ecaade2015_202p44, caadria2015_012b2, caadria2015_137o22, f2bc, 17b2, ecaade2014_168v41, f1c6, e980, bf97, 26d3, 58d2, 5a0f, 7998, 970e, 360a, 851b, fbfe, 80e3, 44df, acadia14projects_79w, 93c8, ecaade2016_151n41, 891d, a72c, 5de2, b98b, ecaade2015_53m9, 6f40, c6e9, 3a8d, 37dd, 4774, 53aa, 3454, 6eea, 17fd, ae78, e204, ecaade2015_172b37, 92f5, a278, 1e36, 662d, 3130, ascaad2014_012e6, 8b83, 4eb3, caadria2015_185l27, 89b0, 5a70, 34a6, 25b1, 01d2, 59de, e753, 73f0, 0ff8, 1f7a, 71ad, 50df, 986e, dbc0, acadia14projects_579k, c02f, acadia14_199an, caadria2015_150a24, 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2af6, 3f9d, 13d4, ecaade2016_188n50, b2f9, c691, 9b5b, 4353, 9a7e, 10ad, 5673, ascaad2016_027y10, d785, 257f, 7459, ba70, 96a3, 2326, bab2, dff7, sigradi2014_178r5, c8e3, e912, 4bdf, c64f, 8233, df2a, 962c, 1021, sigradi2013_234g, 08d7, 3a35, ascaad2016_054r21, ecaade2015_11e1, f455, caadria2015_126e21, f4f6, 1e3d, acadia16_432u25, 5b91, 2cf5, 6072, 4834, b41c, 0f5d, 2723, 6583, 24d6, 5680, 4366, 4c8a, 426d, ecaade2014_138m30, bbd9, ecaade2016_mrtz65, ea98, eb0b, acadia16_154p11, c035, sigradi2015_8.186y12, f6e0, a8ea, d9af, acadia15_311l12, 1ff3, 82e4, 222a, ecaade2016_119k32, ascaad2014_008l4, ascaad2016_045d19, 9d43, 7753, caadria2016_549i23, 3623, 8a85, 3e88, ascaad2014_005d3, 54c7, 3021, 1cd2, f918, 4192, ascaad2014_026g7, 95ca, 6607, 6e88, 4f30, 6230, a578, b71e, d4d6, sigradi2014_303h5, ecaade2015_77y14, acadia15_483v20, a479, sigradi2014_345d10, 95b8, dcfb, b72d, cac8, 2c3d, 2922, 1347, 8db6, 3239, 1795, 6f56, ee26, ecaade2014_145k33, b2ea, b1b3, 945c, acadia14projects_281z, 5fc3, 4178, af75, effa, 4669, 7b78, 998b, acadia16_140m10, 8428, 31c4, ecc3, ecaade2015_17j2, ac7c, edf4, 2324, 27a8, 49b5, ec43, 1461, 8e0e, 9b65, db4f, 00ed, 7aa8, 68ed, fd4d, 0ac7, 0454, caadria2015_073m10, 36c8, 439d, 0687, caadria2015_078n11, caadria2016_281l12, acadia15_483t21, caadria2016_673z28, b4b9, ijac201513105j4, 94d4, f409, 4776, 0d7c, a9ca, 9e42, 6f1f, b885, caadria2017_107p28, ecaade2016_210i54, 3359, 969d, a21f, a757, d965, ecaade2016_032o8, d913, 6316, ecaade2016_147y40, ascaad2016_018p7, 8a89, 7838, ascaad2016_018j7, 7941, 060e, b5c6, acadia14_365ak, 35f9, 833c, 6fa0, eaca, sigradi2013_43t, 9da4, 8eb1, d851, ijac201412402f5, 63cb, caadria2017_123s32, 548b, ecaade2015_273i60, caadria2016_851a36, caadria2017_072x22, db60, 3182, 160d, d83b, 8e1c, 3eda, acadia14_199am, 6425, 564e, d1c7, ecaade2015_332t71, 03cd, cd94, 2303, caadria2016_291r12, b458, d975, a426, ijac201614308n5, 47f9, b654, 9c05, 0a6c, a5b8, sigradi2014_048s4, 5e3c, 7422, 6bc1, 8b08, ijac201614302x1, 2f00, c4aa, 5fab, eb26, 03d0, 3fca, 2e44, de00, ecaade2014_176d44, dc17, e06d, 024b, 8893, 3058, 761b, 99ee, 06c8, 65af, 9fad, 133e, caadria2017_041h13, a486, 6ee3, 634c, 6db8, 3b52, e5d8, af80, 34cf, 41a3, c5f9, c183, 6384, fc4f, 57b0, b7de, c727, bd6c, d9be, 5b09, acadia14_655ag, ecaade2015_138z28, 85f2, a693, sigradi2014_313c6, acadia15_203j8, 6bf4, 9907, 33e6, e527, 7f29, sigradi2014_070w5, c35b, feb6, ecaade2014_029a8, 12dc, 71fa, 3772, b60e, 4405, 2eb5, a2ec, e3e0, 80cb, 15ba, a9e8, b13a, 0e71, f6d6, c6d1, 5d9d, acadia16_402l24, 2a42, f827, ed38, e6ca, df9e, 3085, 3b8f, 5ac3, 41bd, d815, 0b8d, ada1, ecaade2014_023o6, fdcc, 0ef3, f11c, 54cf, 0b07, ebad, ecaade2015_314g68, ijac201513104f3, 2d4e, 9d12, 9cdb, 53c2, 2b8f, 99eb, caadria2016_383n16, fa5d, c0c7, ecaade2016_013n3, 10e3, f1ef, ff5a, 9cc7, sigradi2013_294, 6b94, d9c4, 0e6c, e176, d990, d545, 9fca, 9dc1, 160a, 44c4, 3f98, 56dc, d371, 0e38, 6c91, ecaade2016_243d65, 9663, caadria2017_189j45, cb10, 36b2, 2fa7, 98fc, sigradi2014_052p5, 8cb2, fd80, c001, f9c7, d9b2, c346, 0eca, caadria2017_101i27, 8b4b, 5cab, edc1, 8be3, caadria2016_713e31, caadria2017_174h42, acadia14projects_627aw, d6a8, acadia14projects_339ai, ecaade2016_018u4, 8531, acadia16_298g18, 1866, e60a, aa08, ecaade2014_138x30, 66fa, ee7e, sigradi2015_12.297h28, 9c32, eff1, caadria2017_094r25, acadia16_44l3, ecaade2015_109v20, ecaade2015_92t18, sigradi2013_359f, eec9, 3c08, 3a52, 5718, 9653, 1619, caadria2017_046j14, sigradi2014_218g8, e963, 8418, ecaade2015_222e49, 293a, 272d, de9c, ecaade2014_089x21, 2126, 7497, 0996, caadria2015_172d26, 6dfd, ecaade2015_155r32, 3e8b, ecaade2015_334u72, efb0, dd32, 73df, baf4, 6854, 64c0, acadia15_333p13, 70f6, 01ae, 71bc, 94ed, 3e61, ecaade2015_286y62, 1457, ec85, 2c90, a4d3, a61d, 60bd, 0258, ac7b, b603, 054a, a7a5, 444e, df4d, b01a, c027, sigradi2014_136c2, b9f4, 9032, 6b10, ecaade2014_220i56, ascaad2014_019j3, ee44, b5db, 761a, 8902, 516f, 8ac8, aefb, 5529, 526a, f26e, f3ea, acadia14_33aj, caadria2016_229t10, bde3, 1b7a, ed96, 1fd4, fa72, caadria2017_031j11, cb3f, d3d0, dc73, 21fe, 91c2, 05c4, 9827, c22c, 90aa, aa18, 99d1, ijac201412405e9, 8e54, sigradi2013_400r, f1e4, 2026, 6e35, 7caf, 696c, 95d1, 18cf, bd64, ecaade2014_157l38, dca9, 0d08, 9548, 211c, 6e14, 467f, 459f, ef94, 7229, 801c, e2d6, caadria2015_218z33, 0291, eb7a, 7b6c, 4308, a834, 1bda, e63c, 9f58, 7140, 02b1, ba8d, caadria2015_070h9, acadia15_232r9, acadia16_106k8, 5b1d, 4c50, 9c85, 58ff, 6d12, dfe0, acadia16_106n8, a8f5, 37dc, ascaad2014_024l5, c15d, 8117, 44c6, caadria2015_081f12, ef4b, 96ed, fe6d, 349a, 929e, ecaade2016_230l62, 7bc6, c23e, ca2e, 7a86, 5959, 336d, 003d, acadia16_72b5, sigradi2014_015a1, 959e, 6c45, 57ef, 8eab, 6040, caadria2017_096r26, acadia16_352g22, ijac201412401g4, 4ad1, 4fc3, 7f42, 3422, 0e2f, e8d1, 9b1f, a703, 4c51, c39a, ascaad2014_019d3, aafb, 4b60, acadia14projects_23u, 476c, f963, ecaade2014_111a25, 23a9, 52b1, ijac201412402v4, 8f04, sigradi2014_084d8, 6b91, c7fd, ecaade2015_235v53, f02a, a68a, 810c, ecaade2016_230r61, 3aca, c644, 14d8, 337a, b451, afc9, c733, 55cd, ecaade2015_194a41, ee02, acadia16_394i24, 0820, 45a0, 8138, 4ac8, 6e96, 7385, fff7, 3444, e65e, fdc2, ecaade2014_044f11, 9037, 636d, efba, 6928, 4859, ad60, 31de, 6943, a689, 60ca, a3e9, 0955, 7eba, 5aaa, f85f, cf49, sigradi2013_393n, ea5d, 935f, 46bf, ecaade2015_48y7, fd1d, acadia16_34w2, 94f5, d788, 8108, e52b, 2b49, 4134, ijac201513105c4, c78a, d44f, 861c, acadia14projects_719n, a1a4, 8cd6, bca8, 374e, eefd, 9e50, 07c4, 96cb, ecaade2013r_012s7, 2686, 9263, ecaade2016_071b19, db9e, 479a, dbf7, 3e65, ijac201412204d3, ecbd, cc73, c93b, 642a, b0fd, 868d, 2c62, 7307, 3456, 88bb, 2c47, 5b6a, 8a7e, 01fa, 58ca, b6ab, caadria2017_175j43, 71e5, 6c7c, ecaade2016_mrtj66, 7902, c042, 1012, f7d7, 5f3b, ecaade2015_285o62, b766, ecaade2016_016g4, 47f6, 62cf, 543c, sigradi2015_3.65p2, 5e37, 887f, sigradi2013_294s, 6242, ec1f, aff2, acadia14projects_549p, ijac201513203p7, 5b51, acadia14projects_463j, ecaade2016_224d60, e919, bf5c, ecaade2013r_009g6, fe1c, 51d3, 0651, be2f, 181f, acadia14_555i, 2dca, caadria2016_333o14, acadia14_463aw, 3947, f3e8, e7a3, 8fa1, acadia16_254d16, e9f4, 5771, 6972, fee9, f66c, acadia16_424f25, dba1, 1ffb, e973, 67e7, ecaade2015_53s9, b258, 11f8, e433, d06c, ijac201614102n1, sigradi2013_111t, de94, 5328, e216, 1763, cda5, 5446, 5fe8, e95e, f37b, 0a12, 9f80, ijac201513302g10, ccf9, b561, da73, 9262, adf2, ee98, 7b7e, ec65, 4e87, 90b9, caadria2016_383o16, a280, 33a8, b229, 5dbc, a0cf, 59c6, c49f, ba4b, 49d4, e510, 845e, 3e52, 16a7, b046, 13ae, d55f, 4878, 2054, 4166, 4af4, 083d, 32e6, 5d1c, 6e1a, sigradi2013_315z, 4e80, d541, fc10, caadria2015_077u10, 9d15, 9814, a83f, 1792, 0007, 925f, 8e30, ecaade2016_222e57, 094e, sigradi2013_390b, b786, 5ab1, d98f, caadria2017_185y44, ecaade2015_196s42, acadia15_211y8, af73, 3979, 716f, 7630, 7323, f33c, 448f, 5335, 3ab7, e1db, 5c9e, bd74, ecaade2015_324x70, 2e6e, ijac201412202s1, 7062, 03a3, fa73, acadia14projects_579h, acadia14_681ai, 971f, ijac201614201f6, 38ba, 11a9, 12e7, fcd9, 5c40, acadia15_333e14, 2825, caadria2016_549u23, a73c, 5f5f, ecaade2015_161h34, caadria2015_048u5, acadia14projects_115ah, 7c38, sigradi2013_52f, 838a, 97f0, 813f, 5a9d, caadria2016_197p9, 9373, ascaad2016_035p13, ae52, 468a, b949, 556f, 0502, ascaad2016_041j16, 24f2, efab, acadia15_47k1, caadria2015_108s16, ascaad2016_023y9, 5d7c, caadria2015_065y7, 6783, 6118, 918c, c0ee, 30f5, caadria2016_755n32, b05b, a5e6, a263, ecaade2014_023f6, 9148, 5e21, b875, ecaade2014_149n34, a81e, bf2b, e623, c01f, 89b7, sigradi2015_10.309r21, 122d, 9eba, b9a4, 1f55, 4735, 8ffe, 8804, acadia14_681au, df56, d1e2, ecaade2014_177u44, 5107, 3b68, 7c0e, 26b2, c4f4, 655c, c496, 5e8d, 666b, 156f, fbe2, 0762, cfd4, e695, bd26, caadria2015_119w18, bfa9, caadria2016_683k29, 120a, 9bbd, f23a, d0eb, 486c, 1c9b, 9055, 99c6, 122e, 4992, ijac201614105y4, 8ec0, 4f08, 42c9, caadria2015_086m13, ascaad2016_013d6, 775d, d1d7, 2f39, 5fad, f5d9, 1509, caadria2017_081v24, 81fd, 886f, c5e5, caadria2015_124w19, ijac201513101n1, e79f, 5313, 5075, 8816, 4fb5, c689, 7847, 2ed2, 2df1, 6864, 2a31, 9256, 2fae, 8067, c9e5, 0d39, 2a75, c6ae, 77d7, 2db1, 070f, 7739, ca18, ecaade2014_206n53, acadia14_473am, 8e38, ecaade2014_215b55, ceb9, 23f8, efb5, acadia15_323y12, ecaade2016_ws-afuturen67, ascaad2014_013y6, d733, 7a1c, 6645, c99d, ecaade2015_35w6, beab, 9a81, b880, sigradi2013_30d, 3ace, 1569, 14bc, 988a, 008e, 55bf, e950, 47b1, 5ec1, acadia15_381u16, bf09, 102a, 0c5d, ee14, ca7e, d2f0, f3eb, 621a, 1d18, ecaade2014_237i61, 3a24, 2ba6, 2bbd, ascaad2016_002k1, ff1c, 6a57, d936, 5b83, 95c7, d3bb, 49fa, 19f0, ef1e, 4662, fe8a, d699, baa8, 9af3, ecaade2014_186l47, bb91, ecaade2014_094j22, 678f, e913, 6b04, 9951, f32b, sigradi2013_183s, b94e, 960a, 4f9e, 7b53, 457f, ascaad2014_001d1, fc95, 8560, f3f3, c7b9, 6288, 02d8, 58b6, 4b41, 3197, 29ef, 04e5, sigradi2015_12.259c28, bb56, acadia14_177x, c6c5, 629e, 1474, ecaade2014_055u13, 6bb7, ecaade2014_052b13, af64, b783, 48d7, 670f, ef36, c1b4, 41a0, 5e5b, 53ab, c511, b125, 55de, f27d, 6c3a, 3bcf, f969, 387e, ecaade2014_168n41, a23f, 76e2, fc1f, a827, c013, sigradi2013_112e, f808, 6cb8, de1f, f27e, c0fb, 1712, ab45, a7d9, caadria2016_013t1, dbeb, 6297, c6cd, a392, 2c5d, 3725, 633c, ae18, sigradi2013_41i, ecaade2014_157b39, a0c2, da8f, dd8f, ecaade2014_072f18, 0510, acadia15_57x1, f0c7, cd22, acadia14projects_655x, 6b23, abca, ecaade2015_247f56, 3ba2, 5d05, d2d1, ijac201614303r2, 2e05, a7e7, 7cbd, 3088, ascaad2016_036b14, be74, 6df4, 3949, eeec, c1be, ca01, 109c, ecaade2014_149x34, d114, ad35, 7a95, a17a, sigradi2014_185x5, ecaade2016_072p20, f3c9, 85c8, ascaad2014_017m1, sigradi2013_391h, 65da, 89fa, fa2c, 855b, 8ef2, a8bb, acadia14projects_719i, fd0c, 0086, af47, 61f7, 082d, 6ba3, e121, 96d0, 74bb, b98a, fc79, bad0, 5c64, ascaad2016_057v22, 7d9b, 6308, 0924, 66f4, 0cf9, 7ab1, 1390, 5620, 9bca, e80c, ecaade2013r_018o9, bd63, 8f5b, 7bbd, 7533, 7e7d, 57b4, caadria2015_087o14, 1207, 4553, 2f66, 5499, 5433, 258c, 5036, b144, 1d70, bbbc, f651, acadia14projects_101aa, 7f2e, ad3f, caadria2015_064u7, 8124, fe0d, 56c1, cfef, ijac201614103f3, c1b6, f18d, 1ba0, ecf3, acadia14_135p, acadia15_57o1, acadia14_637af, 0e6b, a775, b35c, 1bd1, ecaade2016_025w6, 83ef, 6435, 025a, cf07, 35fe, 1e29, f97c, 4a8c, 4328, a807, bbe9, 5013, 5fbe, 0457, 1846, 8d80, b12f, fdce, 623e, f41e, caadria2015_084c13, acadia14_691a, a665, 2445, b15f, efca, 5dfe, d4ff, f9c0, bd60, 2075, ee38, 75e9, 32b0, 34c1, 2a54, 43e2, 1d5c, ab83, 70e4, 2cb4, 31ec, 720a, cd8b, 00ab, 33fb, 9203, c9ec, caadria2017_145w37, 0b8c, 999c, 78e4, 0ae7, sigradi2013_400a, 094f, 1187, 8c27, 2be9, b44f, 000a, 07e3, 2629, bbac, 129c, 246b, ddb0, 40b2, 07b6, ea42, bfdc, 16c1, 78fd, 48cd, e229, 19f7, 644c, ede8, 989e, 95cc, sigradi2015_8.239w13, 18c6, f563, 978a, 3356, 0f64, ijac201513101a1, 604a, c9f2, d940, 88a5, 8697, f1bc, ijac201412301v6, 2408, 8400, 2c57, a8e3, caadria2015_194p28, ba5c, 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22a5, 7b63, 6549, e28f, 5aa1, b9fd, 5531, 8f02, acadia15_185i7, ecaade2016_074j21, bc63, 2c73, debd, e728, 1fe6, ecaade2015_227v50, 7b96, d78b, ijac201412205a4, acadia16_164s11, 1e15, e6be, 6d56, d62a, e11c, 0e83, sigradi2014_128f1, 1563, 05e3, 81ab, ac89, 456d, ecaade2014_218t55, e750, 4b1d, c848, 524e, 6f04, d10b, 7d78, ba67, 0ac9, dd2e, ea62, 0f26, c281, d4eb, 02af, 398b, 689f, ae87, ijac201614306x3, c6d6, 872d, sigradi2015_11.165o25, f2b9, c4f0, b4af, d6da, f332, e4d1, ecaade2014_088j21, acadia14projects_43aj, 7e06, ijac201513105f4, ecaade2015_87u17, 0acc, e676, d291, 41f3, 07f2, 569b, 9f0f, ecaade2015_195j41, 85f9, 0be0, c8c9, 7c39, ef17, c086, c1eb, a9a4, a427, 9480, 7e79, caadria2017_030d11, 6523, acadia14projects_317r, acadia14_365aj, ascaad2016_045n18, ijac201412303k9, da8d, 1ccb, ecaade2014_198z51, 4a73, ecaade2015_193f40, f462, 47fd, af4a, acadia14projects_83ad, 9dd3, 23c0, 710b, f7cf, 0227, ea13, f662, 5646, 4d56, 0c9e, 01be, 0fb2, 548f, f2f4, f171, acadia15_81s2, caadria2016_787g33, 0ec4, 0925, 5717, e432, 5305, b38b, 5d95, 3ed7, 1b99, d982, be61, fb52, 427c, 1fd9, 2a58, 5c08, 9be7, ecaade2014_194n49, sigradi2015_8.81r11, d1ca, 3a18, 55ad, 45cb, d5d8, a1a1, 6fe4, caadria2016_529o22, f188, 4fde, bdeb, caadria2016_601m25, 6bc8, b49a, f2bf, 11ec, acadia14_63aa, b896, 2ab5, caadria2017_142x36, 13a7, 456c, 59bf, 537d, caadria2015_086k13, f342, c220, caadria2015_208m31, b80e, ecaade2015_251l57, 4cd0, bd0e, 7a73, caadria2015_012g2, f01c, 0e75, ceb3, 0f01, 83ed, ijac201412404y7, 9bb5, 96b7, e16d, 87e5, 74a8, caadria2017_029o10, ce61, 7017, de09, ascaad2016_025m10, 4689, 64d1, d327, 0894, 759d, 1301, a008, sigradi2014_074f6, e43a, ecaade2014_130a29, 7c79, 66f9, 36ba, 5277, 3505, ecaade2016_ws-dleady67, 23cd, 5822, 1487, f602, e44e, 6713, 7843, 1e4c, b887, ecaade2015_64g13, 697b, 636e, d808, ijac201614307n4, 8c56, 0044, 2698, b002, 877d, 74c4, 89f6, 1e6b, 2b66, ecaade2016_222a58, 75ba, ecaade2015_171v36, bc42, 1d36, 7416, f13c, e018, f757, 1ebb, 10f8, 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5d03, ijac201412408l2, 47be, ea5b, c1c3, 5a12, e4e2, c832, 363d, 5b84, a7f8, 5c0b, c45b, bfb5, 21ac, ecaade2014_038r9, caadria2017_074o23, caadria2017_035v11, c64d, e0c2, 4a42, 1cbf, ccc4, 71c3, 75c1, 3ba8, 8356, f13e, ca7d, ecaade2014_163h40, 3ce3, 3a9a, 9859, 2cbf, a575, ab15, 3c87, 1258, 001d, caadria2017_142y36, caadria2016_663j28, 2e77, c06a, 7ded, deb2, 31c1, fbb6, 6e86, d244, 603a, f3ae, ecaade2014_220b56, ecaade2014_133z29, 2000, 01de, caadria2016_797t33, c4ba, ecaade2015_53z8, ijac201513303m11, e5d3, 9dfe, 885d, f154, 4532, a295, sigradi2015_3.201v3, a158, 5cba, ef63, c337, bd1a, 834f, e368, c72a, ecaade2015_21v3, b036, b194, a596, 8417, bd77, 5b2c, 4d63, 74fc, 3e57, abcc, caadria2016_487p20, 0bfb, a167, ecaade2016_223j59, d325, 0f63, 7035, 3963, ecaade2014_111v25, fa7c, 23c9, 4f24, db45, ascaad2014_018y1, c742, 823c, 2095, b321, ascaad2014_017e1, e7fb, da7c, ddbe, e71b, e5c9, 7a20, 8f61, a76e, 51b1, 44c0, d4cf, 1e9f, c7e0, 6828, 6c38, caadria2017_005b3, f7db, a48e, 075d, 30f9, 1ab2, 13eb, acadia14_63am, caadria2015_069s8, a01b, b098, ad94, a7ca, 523c, b50b, ad20, 6a03, 115c, 4497, d5e1, caadria2017_016u6, c3f1, 0efb, caadria2017_135e36, ecaade2015_202l44, ijac201614208i14, ijac201412303y8, 500000000, caadria2017_047h15, bc5c, af79, bfe1, c2eb, de46, a766, f87f, ecaade2014_067y15, 8758, 82f4, 2d5f, 1e1b, 19de, 19aa, c45d, 9f17, 8cac, eac0, 2a5e, 2515, 817e, ijac201513201b6, 8434, 2a1a, 627e, 38a6, caadria2017_142d37, efea, 1c7a, caadria2016_683r29, 63ad, 96dc, sigradi2015_8.189r13, 2096, 37b5, ecaade2016_223f59, e65f, 114f, 3632, acadia14projects_445ag, 73dc, c734, 5d02, 52ea, 1f61, bf00, bee1, a09f, d37c, 034b, 47ba, ascaad2016_014l6, ecaade2015_155n32, 6102, acadia14projects_247v, e196, 40f9, 44e1, 881a, 2d64, 175d, 7ce0, f972, 0d47, ecaade2016_095g26, 64bc, 0547, d44e, b997, ecaade2016_102l28, 9ed8, 9855, 2ddc, bc23, f85d, 0f8c, 6b37, 4f0b, 89ea, 9e7b, e052, 189b, d938, 6f34, 0ad9, 1dfe, 9072, 2a00, 4929, 3d4f, cfd2, ecaade2015_136p26, ecaade2015_269i59, bf74, f92f, 4eac, fb97, caadria2017_113e30, 06b4, d92a, 7d46, 549c, 2bcc, 1c80, f66a, e5d1, c191, sigradi2015_8.27l10, ijac201412402l4, 9965, 88a6, ijac201513305t12, d969, 17d4, 01ec, e993, 3e1a, 3aa4, a95d, 9fe9, ijac201412407t9, ce0a, e5ae, 7976, 14a2, 3270, 0bf2, 8098, c230, a1d1, 9885, 5e88, dd39, 173c, 26b8, dfb8, c715, d708, 54d9, 13b6, dbdd, d5d7, be2b, ecaade2013r_019e10, 5049, 4b34, 83b0, a06b, 0c90, 0f2b, ecaade2016_127z34, 2456, 6cf6, cbd6, a420, 3d99, ecaade2016_197g52, 5d56, def3, ijac201614302y1, 260b, 88c6, a056, 5425, caadria2015_081s11, caadria2016_663t28, 7800, bdd7, 438d, 1176, 7c9c, dccc, 22d9, f6af, ad8f, ecaade2016_213o54, 0ebf, aacf, 8850, 144d, 6b0d, 4b1c, f30b, 7a31, a02c, da41, 8c17, 92d3, d652, 42ec, 4ade, 51d0, e759, f4b9, e03e, 3fcf, 1aec, c43f, 9657, 519a, d7f4, be14, 7d37, f999, e758, 4b70, d08b, 8d5b, 2187, 0435, 17f0, eb8c, 515b, 31b8, ascaad2014_004r2, 2063, 17b3, add7, 0d4e, 70e7, 594c, 5688, acadia14projects_177ai, 2536, abb6, 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