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_147
authors Tamke, Martin, Zwierzycki, Mateusz, Evers, Henrik Leander, Ochmann, Sebastian, Vock, Richard and Wessel, Raoul
year 2016
title Tracking Changes in Buildings over Time - Fully Automated Reconstruction and Difference Detection of 3d Scan and BIM files
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. 643-651
summary Architectural and Engineering Communities are interested in the detection of differences between different representations of the same building. These can be the differences between the design and the as-built-state of a building, or the detection of changes that occur over time and that are documented by consecutive 3D scans. Current approaches for the detection of differences between 3D scans and 3D building models are however laborious and work only on the level of a building element. We demonstrate a novel highly automated workflow to detect differences between representations of the same building. We discuss the underlying tools and methods and the ways to communicate deviations and differences in an appropriate manner and evaluate our approach with a rich set of real world datasets.
keywords 3d scan; BIM; Machine learning; Point Clouds; Big Data
series eCAADe
email martin.tamke@kadk.dk
full text file.pdf (23,823,988 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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7862, 1908, 740c, 132f, caadria2016_621z26, 27fe, 23c6, ecaade2016_083d24, c65e, a1c7, 820e, a498, 45ad, b5ec, cf4e, ab9e, caadria2016_703n30, ca36, 003f, 22f6, ca22, 9478, 5076, 26ba, sigradi2013_366c, ijac201513105s4, 33d1, ijac201412301e6, a013, ecaade2015_73g14, 2ae2, 4b41, 6391, 1535, 4e49, f05e, 759c, 4209, ad81, 307b, c1e2, c87f, e5d5, 4a1c, 5c5a, caadria2017_174e42, c817, 3d5d, 5e66, d93b, 79d6, 3b17, ce7b, 80c3, caadria2017_001c1, acadia14_579b, d782, ffdd, 2ffb, bbf4, 16ff, 9557, 185a, c462, 2d26, ecaade2015_21m3, d848, 29df, acadia14projects_681av, 2100, 1bb3, 1827, 618b, 3bf9, f147, 478f, ecaade2015_202e44, 6fd0, 64ed, 415d, a5d0, 03cc, 53ae, 5da9, f606, f29b, a768, cce6, 6c9e, bcf8, 3d0d, e13a, e363, ecaade2016_025d7, 230a, d0f7, 126c, 45db, f3db, c88a, 9a6e, f043, ef4f, fa94, 58e4, d274, 75b0, fcd9, 2429, 0406, d65f, 2849, a41f, 2561, 8326, ecaade2016_217h56, f35b, acadia14_627av, caadria2016_321m14, d314, acadia14_365aj, aaa7, 9538, 9f4e, d438, 4ba6, 81a9, ecaade2016_042n11, f7a6, 6d31, 6926, 34dd, c89a, 4fd6, 3c01, 21d8, 5724, caadria2015_061b7, c4e9, d5c7, fb49, 451a, 55f6, f60f, d6b8, ecaade2014_038e10, 824b, cab0, d69a, acadia14projects_23ab, be7a, 5b4f, b168, 1589, b386, 563e, 460f, e242, 7c2c, 000f, 4fa8, 90da, def5, 4a65, ecaade2016_108z29, 32b0, dc69, bbc4, 58f7, 195b, caadria2016_383n16, ijac201614302c2, f8e1, 5520, 6b5e, cc0e, b4fc, 5393, 777d, ecaade2015_284u61, c66e, 43c6, 161f, 0068, e544, d1d4, 2bf3, c5ed, 3acf, be36, caadria2015_162z24, efcb, ecce, 038b, 986a, dc7f, acadia16_174a12, 8f49, 265f, caadria2017_142z36, sigradi2013_243z, 2ec1, e152, 2f25, 85d4, 0577, 4725, caadria2015_190i28, b3c3, 40d8, e563, 3905, 14a4, 4d48, ecaade2014_070s16, be1a, a921, c74c, 4bcc, 8a9a, 6b63, 808c, 33fb, 363b, 4a76, 5f6e, 0cd8, 0bb5, 88eb, ca0f, sigradi2014_045x3, 3aaf, d046, e869, ecaade2016_118c32, caadria2016_745f32, cb91, a55a, 11cb, 8f92, caadria2017_016l6, ce61, db5c, 6a67, ijac201614402u1, 79af, ecaade2016_108a30, acf4, c3e7, caadria2017_096y26, acadia14_671u, eaf4, sigradi2014_239f9, acadia16_116t8, 9f26, cc64, ecaade2016_230l62, ijac201412204v2, 5aff, ecaade2016_111t30, caadria2016_693d30, b735, 1359, 48af, 72f1, ed4d, ijac201412204o2, 26e8, 0789, 4222, dde8, 9daf, 0b7b, 4dd0, ab68, fc66, d92c, ecaade2015_109x20, 861d, acadia15_263d11, ijac201513101h1, 8f07, 4281, ba63, 71e2, be17, sigradi2014_284z3, ecaade2015_268c59, a2ab, 8a89, acadia14_435d, 8621, 5a0c, 1282, 31da, 8f4f, ecaade2014_168v41, 7a5a, 169f, 74a4, 8292, f6d2, 43d5, 9748, 7e3b, e6c7, 761b, 79f2, ae18, 65ad, efaa, acadia15_195d8, eb0b, e11f, e1ac, d080, 8c0f, 6e8c, 84d2, 5b46, 7424, 5644, 7bdc, 9011, 15e4, 2127, ecaade2016_152z41, 7fbf, ecaade2014_147z33, eb8b, 2569, 5651, 3d45, 8f72, ecaade2016_140r39, 54bb, a24b, acadia14_317v, 8225, fc90, b623, 02bc, 76d8, ecaade2014_052x12, af59, 8572, 25ec, ef53, a936, fecb, sigradi2013_389j, 0f25, caadria2017_015t5, 09cf, d3c1, f9a3, acadia16_362r22, 8795, 8542, 049d, caadria2017_016j6, 774a, ebce, 6208, c1e0, caadria2016_013z1, ecaade2016_193t51, 907a, 1247, d844, 1e34, 3537, 88e2, cbed, a068, c4c2, 7b13, ecaade2015_206l45, caadria2017_163y40, f8b5, 0b00, 9b66, bd36, a937, 9e06, 2c29, 545b, c8c1, 2dd7, 3ec9, 6fc2, 92b3, ec50, 7128, 2062, acadia14_177p, 1393, af71, fb01, 23a5, 67f1, d477, c20a, d63b, aa9b, 5cc6, ce29, 9c35, afa5, 840a, 6f3b, 2b0d, 3632, 6815, 5580, af3a, a811, caadria2015_031r4, 548b, 34b3, 4100, 635a, acadia14_53j, ecaade2015_172b37, a616, 3bd1, 3ec5, d743, d99b, e8a3, ecaade2016_222z57, e8e3, 47ee, 0caa, 0886, da15, acadia14projects_549v, 362a, a0fa, 41b9, d984, dca2, 6f1c, 2eec, caadria2016_703r30, c299, 0c53, eb18, 09d5, bc27, 3be1, ce3d, fe91, 6931, 3efc, cfa2, bd24, acadia14_33ao, fa9b, sigradi2013_326k, 5620, 0035, 9dc3, 9c38, d728, 566d, b3c4, d13a, 6f71, 1b92, e230, 8fd5, 8189, e6db, 7005, 25b2, a94f, 1e79, 15d6, be59, 95bd, 2345, 797f, d79f, 18c4, a81b, 2c66, ade2, acadia14_661, 1f3c, 8fc8, f2c5, c0c9, 460b, 46db, c0f8, 5257, caadria2016_177l8, bc59, f596, 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acadia14_339ao, 3cbe, 4205, acadia14_655y, 29af, e60d, 00f9, 5803, ef3b, 95c0, caadria2017_072c23, ascaad2014_018d2, ecaade2016_144e40, 051c, 9385, cea5, 20f3, b0fe, a39c, 19e5, ecaade2015_253r57, 6d36, fd08, 35cf, d148, c7c1, 759a, acadia14_463l, 988e, 65d6, ced6, 2a24, acadia14projects_619ap, 1f22, b891, f335, 608f, f021, c0c5, 8ef8, acadia14projects_699i, 369b, e538, f045, e1f0, 39f0, 493f, 0a31, 5917, 6860, 758e, 5f0f, ecaade2014_140z31, 034e, f07a, 8210, ea2c, 9296, ecaade2015_196i42, 5229, a7d9, 4b0f, ecaade2016_068n17, 2599, 3b1f, bb8f, 8637, 64f4, ecaade2014_015t3, 4f97, 748b, acadia14_565ah, a4cd, caadria2017_057b20, 0048, 283b, caadria2015_209c32, df5e, e30a, 77f5, 017c, 3cb0, ijac201412406n9, 0c99, 442f, e714, acadia14_291au, 2739, 51e9, ecaade2014_100j23, 76c4, fb8f, 8b3a, 9c25, 31b6, 630e, 9b2c, 646a, 38c0, d458, ad7c, a257, b349, ecaade2016_087n24, 6306, acadia16_62i4, 148c, 90e8, b3ed, 2330, acadia14projects_153e, 991e, 9bd2, b9a3, ecaade2015_250g57, 7191, eac8, 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d7a1, 4dca, 2ce5, 628c, 8319, e9d0, caadria2017_003o1, 3c20, cf2f, ecaade2016_ws-dleadn68, caadria2017_063b21, b409, a03a, f226, 4097, 9fad, 7992, ecaade2016_021h6, caadria2017_003g2, f664, a322, 3e9c, caadria2016_819l34, c859, ecaade2016_106m29, c581, 4b8b, 298f, d52d, 7407, 13d3, 01ba, acadia15_469m20, caadria2016_125u5, 333d, eb0d, ijac201412406k9, 1f08, 2d72, f5cd, 047c, 7125, 0f3e, b072, sigradi2015_11.34u23, 3071, 4a47, 36fc, 203a, 6cd2, ecaade2013r_015n8, 1cc7, 349f, 3369, 85d0, ecaade2014_184h46, caadria2015_220f34, 807e, 9d94, 9b75, ecaade2015_48v7, ijac201513302o10, 12c2, c435, b4b0, 4796, 1a0c, 0548, 07bd, b87f, 1595, ijac201513303f11, 3b40, 242a, acadia14_691az, sigradi2014_249m9, caadria2015_010s1, 1ff9, 8abc, sigradi2015_8.186i12, 2c70, d814, be56, sigradi2013_280j, 867c, 2b57, dcec, 39d3, caadria2016_549p23, ecaade2015_114h22, acadia14projects_125p, 9fe4, c43e, cb16, 54a8, 1e28, 6cfd, 0927, 34a7, 1aec, ascaad2014_024b6, 6cf1, d622, ecaade2016_025l7, 0069, e124, 0961, 8306, 3840, c2e4, abe8, e504, 3d16, 82ee, b210, b9ca, d5e8, caadria2017_189e45, 7ce6, e455, 1f00, 8e1e, e2ac, 527b, ecaade2016_144n40, 60f6, 9ab6, b365, e86c, f7b3, d05e, 2877, c11c, 9f53, caadria2016_343f15, d01f, 83bf, 7346, 2c88, ijac201412405k8, 4bd9, ebad, c0e1, caadria2016_745h32, e825, ecaade2016_108t29, aab5, sigradi2013_189l, f4dc, 6673, de6b, 2f33, cec2, 73b1, acadia14projects_375m, cb8c, 163e, 40a9, 6009, ecaade2014_180t45, 2472, 42ba, b6a4, b888, ecaade2014_133n29, ecaade2015_194s40, 598d, 53ec, 4dfa, e4d6, a1d0, sigradi2015_3.268j5, 3487, 09a7, 1efe, d32c, 6a68, 84d0, 2f3c, aef4, ecaade2014_220i56, 7fc4, a3f3, ecaade2016_223b59, f736, fcfc, cded, d7a6, e958, 71ac, 388f, f493, b04a, f2fb, 176e, 3985, 052e, 8ab9, ascaad2014_031h9, fc73, 8d70, d3ac, ef7a, 745c, caadria2015_086i13, ccbe, a801, 7ea3, 6edd, 1661, a4b3, f3e3, 59df, 7b03, a7cc, add3, ecaade2014_173j43, 1c3d, sigradi2015_6.341b9, 0706, 64d1, ascaad2014_032u9, b06d, 657a, cd66, f9ea, cb6b, 5e52, a52f, 3cdb, 906a, 5d84, 1c25, 26cc, ijac201614303k2, 91b4, 8ce1, 2eb6, 0112, 92c7, 17a1, ecaade2016_154p42, f1eb, acadia14projects_247r, 57f5, dba1, c72d, 689d, ecaade2016_162t44, ecaade2014_044k11, 8ac2, 9c2f, 5337, caadria2016_209z9, 6141, b31d, acadia16_234f15, e65d, 950a, 9e34, ecaade2016_074l21, caadria2016_713y30, 44a5, 7ab4, caadria2017_074e23, 102e, 2363, 0b3e, ecaade2014_215c55, 5df4, ascaad2014_015z8, ecaade2014_094l22, 1d33, e943, 9ba6, ecaade2015_155m32, ijac201513104t3, db12, c0d6, b745, 0ab4, caadria2015_090t14, 750b, acadia16_432u25, 5241, 834f, acf1, 8ed2, 5462, dd8b, 2fef, sigradi2013_386a, sigradi2015_11.165s25, ed29, fd99, caadria2016_197l9, 4ece, 88be, ecaade2015_269p59, 0aa3, 44e1, a609, e6c3, af68, a133, 595d, ecaade2015_248w56, 356a, caadria2017_051g17, b4c4, 1965, 5a41, 39fa, ecaade2015_177a38, ecaade2014_240n62, 9157, 0734, af9b, 62e1, 372b, c988, 5216, 2fed, 4ea4, 289a, 3de5, 2ed6, 206c, f36a, 6dfc, 8724, 4ef6, acadia15_232u9, fc4b, e5b8, 8177, 5e21, 32f9, 680b, c24f, fb35, ecaade2014_191s48, 2b8e, 2497, b13c, dea3, ba31, acadia15_357w15, 6b9e, 2246, 587d, 9c4e, 3d03, 5819, 19fa, sigradi2014_157b4, 49b9, d3c0, 7fbc, 5c54, b9d2, 3591, 7819, 0fc9, 135b, caadria2015_081s12, 838a, e853, 0bcb, 663e, 0ea1, 75c7, 55bf, ecaade2014_084b20, 2a08, 2eb0, b60f, b9f3, sigradi2015_8.47j11, sigradi2014_123t9, bf34, 987e, 3aa3, caadria2016_209w9, 94f7, 97eb, acadia14_671z, c301, c63d, 400a, ecaade2015_333b72, a87e, acadia14projects_681ak, 9486, c0eb, 4fd1, 0e24, 74ca, 039f, f1f3, a77e, 205a, f9de, 0ea4, c2a1, 6b33, adcd, ecaade2016_130u36, d0e4, 9a39, fdbe, 40c8, e7b3, acadia16_106e8, 4367, fb2f, acadia14_389ay, 03b9, e2ff, sigradi2015_sp_8.284l30, 72b8, b0b9, ecaade2016_169n48, c1bd, 74fd, c537, 1ba6, 01c9, cf5b, ade4, bef6, 0732, 9752, 5be7, 0a59, 9643, d8ee, 595e, b3cf, 2901, 39fb, ijac201412207e5, 8686, a6f5, f255, c8d3, ecaade2016_139a39, db55, 9fd0, caadria2015_102w15, 2cd4, sigradi2013_111v, e8ac, f4ba, caadria2016_311y13, d369, caadria2016_797y33, 3f07, b898, fbc1, 5b87, 964b, 9f45, c79b, b968, ecaade2014_066i15, 5434, 24f3, 3b3e, 56cc, 7d28, dd66, a4e3, 630b, sigradi2013_303u, bc01, 7c4d, 4c71, 3424, 877c, 2231, 37e8, f5ef, 9ec6, 743e, 152c, 02af, ascaad2014_036y1, b941, fff6, 2bdd, d5ea, 3178, ascaad2014_017o1, 8368, fd37, sigradi2013_244p, c877, 7a47, dede, 5c97, c892, 1174, 4bb9, 48fb, 913a, ed34, 61c4, b98b, 6ef5, a1dc, 0d22, 7637, bec8, 4532, 0063, 9c1b, 5f40, 2043, d7a3, 7b0b, 7008, ee3d, 48f4, f0fa, ecaade2016_016e4, 8b9b, efe7, 0a91, 8685, a14c, 0472, fbeb, 4513, caadria2016_197h9, 3c39, 8863, 133f, b0d8, 4208, a49e, c6a5, e4d3, bc25, 08ae, 46f8, d4f1, 073c, d74a, 184e, b022, ijac201412403o5, 65b0, caadria2015_096k15, 7a1a, 00a7, sigradi2014_263x9, sigradi2013_206, ecaade2016_047m13, caadria2015_218s33, ecaade2015_164o34, cbe9, e4b5, ecaade2014_071x16, 63a6, db4b, d793, 10a2, caadria2017_005w2, ijac201614205r10, ecaade2016_mrtb66, aac8, 5219, 4005, 64f7, 5a5e, 8ab8, 89aa, 5f9c, 6d67, a864, 3879, 99b4, 6927, 358b, addb, 1524, c713, sigradi2013_194r, 0714, 8477, 8eeb, 5e29, fc79, 8082, 4d30, f722, caadria2015_002b1, 286c, 86bc, 4577, c212, 58be, 6d08, ecaade2016_016c4, 4091, ecaade2014_186o47, c2aa, 06bc, 90cd, 4e6b, fa8e, 1f0a, acadia14projects_445al, c1cb, 5a50, 1fc3, acadia16_382t23, 4ba8, cead, c2ee, 70a7, 285a, ff3c, d65d, 8524, dd23, 785a, a70a, c610, 0507, 890c, 7bd4, f70f, fc6c, 8046, caadria2017_058l20, 67da, bd22, f7e5, 9d15, b836, 9d65, 83d5, 7823, ecaade2015_138m27, 1851, ee9c, caadria2017_017l7, b68e, 591f, 3be8, acadia15_274i11, a831, c7c0, 8490, 81e0, 42fe, 6973, a9a0, e4ce, b774, 8cef, 641d, b334, 4dad, e2d6, d7aa, acadia14_135x, b756, ecaade2016_139y38, ascaad2014_013y6, 3de7, 329a, 1542, 6843, cd7c, 023c, feb9, db07, df2d, ecaade2015_55i10, f54b, 6c06, 4922, ecaade2014_035c9, d1e2, 2b4d, 5524, 0f84, b994, dbde, 4a9e, a0af, caadria2017_004t2, b4c3, 8658, fc3a, dc99, 01c5, 33d8, 8ece, 46d2, acadia14projects_589j, 37d7, 81f0, sigradi2015_3.221p4, d9e1, ascaad2014_037k2, e177, 8109, 48d9, ecaade2014_111d25, d5e0, f2e0, ccb8, f53c, b840, bcfc, 2115, 5c07, 2d7d, acadia14projects_609an, 8ac7, 2f70, d0e7, 9b69, ff4a, 202b, b1a0, caadria2016_343o15, dbc0, 9904, ab0c, 3332, b401, 720c, 6a85, 8bd1, caadria2017_042z13, 13c5, 04be, a243, ff54, 0081, 33f8, 1753, 9c69, 123d, d36b, 6982, 4501, 4f55, 35b2, 38e8, 17ab, 3ee9, dfd6, 6b8f, ijac201412302g7, 504b, 1a45, 1c57, 756f, 5cad, 3f83, 523c, f1e5, c165, f34a, ecaade2014_237t60, fc8b, 0bea, 8484, 4ed3, 9709, ee16, b8d0, 6922, 81e4, ed11, 9676, 65ed, acadia14_479v, a4ab, 97d5, a686, 2f26, ecaade2014_085h20, 33a9, 37da, caadria2017_016k6, 5a36, da97, 84f1, caadria2015_048o5, 0c49, caadria2015_246e36, c608, acadia14_719d, 0d90, 9579, 5ab6, 8675, dfb7, 7270, 583d, 6a5c, 94ed, 0a30, 3562, caadria2016_055m3, 275d, 8071, adc3, e64f, caadria2015_126f21, f33b, 785d, a18c, 54af, ijac201614401g1, cc2d, 345e, b43f, 8243, 9107, 073f, eb4d, 9ce1, df12, e3a6, 892c, 4d1c, a158, bcbd, 593b, 8c85, 3f14, 081e, 446c, 7926, ecaade2016_198u52, 5cd4, dbb4, 8508, ecaade2015_287r63, b357, 758f, bba9, ceff, 9990, 8471, 5511, 1176, 9d8a, ecaade2016_225x60, 7079, caadria2016_115k5, 41cb, 7867, acadia14_375g, ecaade2016_068m17, 104b, 0514, 1879, cd07, c62f, ad15, 8a54, db4a, 6f74, fb38, daef, a9f3, a9a5, f2b8, abca, sigradi2013_77k, acadia14_487f, 4502, ecaade2015_38l7, 252b, 5843, 941e, a151, 8b22, 3387, 83ed, ff04, f4e7, 42ae, 11bc, 4b8a, 4c90, cc8b, 4dd1, 8ad9, d517, 39d5, ecaade2014_176g44, c7fa, f9d8, fe30, 534d, ascaad2014_023v4, 7506, b11d, 2b42, de49, caadria2016_063s3, 3937, acadia14_229l, 4d45, acadia14projects_43an, 0736, ba22, b223, 7094, 966c, 00d9, adee, e0dc, 664f, 3fbe, df0c, ecaade2016_130n36, 726f, sigradi2015_10.140s19, caadria2015_064t7, 7acd, caadria2016_497x20, b5e0, 5ce9, 50d9, b379, 6489, ecaade2015_138a29, ee39, 8263, 6fe5, ecaade2014_194a50, 598f, 4da2, 1586, 5fe4, 14e1, 6e06, faf7, 101e, 4c23, e48c, 1c3e, 22a0, caadria2017_142o37, ecaade2014_140x31, ebe4, 51c0, a02e, 3f0c, de79, acadia14_637af, 652b, ee2e, 2ce1, sigradi2014_030y1, 380a, a6c8, 92ee, be25, deae, d198, 2b9c, 41e5, 0c66, ijac201614101c1, cbfc, ecaade2016_033i9, 4c7d, 54e9, cf27, e05f, 2f10, 5b5c, e764, ijac201412305p2, ea26, 455c, c8ca, 4ac5, e237, 9274, b276, 32fb, d042, 984d, edfa, b2c4, ecaade2014_218t55, a0b1, 3ad4, 4aba, 6243, 62ce, caadria2015_033d5, 6b97, eddf, 65a7, 3bd8, c3a4, acadia14projects_627f, 655a, ijac201412204z2, 03cd, 79e3, 41d7, 35a0, 22fd, 49c2, 3bf5, acadia14projects_445ad, 5d43, c6ea, d230, 86dc, 4bea, 100a, 229b, ijac201513105x4, ecaade2015_61l12, e782, 2a83, acadia14_435ae, ecaade2015_91f18, 577f, faa9, e800, dbdd, 2f4f, a115, 4a7d, 4b40, caadria2015_122r19, d692, 6605, e396, b937, 3773, 761f, b7c9, 4734, 6279, caadria2017_127h34, eb19, 5b24, cb39, ecaade2014_046t11, f746, 9f5d, acadia14projects_463z, cbdb, 3788, a4b9, b818, be7b, acadia14_53l, 0dc5, f35a, 3198, bb85, 2788, caadria2017_189f45, a1df, a696, 6157, c803, 8975, 44a8, cca3, b91f, 9039, fff3, 3b0d, de7e, fda7, 266a, 7814, 7953, ecaade2014_240k62, 1541, ba94, f0b4, e849, f6bc, 139a, 4c3d, 1335, caadria2015_087u13, 5707, cd1f, 9db0, 5c48, 6e40, b783, 3104, 7b6a, sigradi2015_10.220d20, ccb3, 902b, 2a3d, 8a9d, ecaade2016_123l34, 6322, 660b, cd1d, 08b8, a476, 2af4, 809c, c278, caadria2017_174c42, 66ff, 9399, 1e97, ebf8, 179e, 01ef, 371b, 310c, fdb4, 0b4d, d234, efdb, 00c7, 63e5, 65bf, def3, 4bda, bab0, a709, 307a, 30b2, acadia14projects_589e, 7a16, e95b, ec72, 159d, 03a1, ecaade2016_095l26, b27c, 5c42, a830, 5692, ijac201513205o8, 9b7f, 2d31, 45a1, ce05, c0e7, 1c59, 35d2, ef89, 4e10, sigradi2014_015c1, 6bd3, sigradi2013_429i, 149a, 2c8a, 9545, 0ede, 9b5e, ecaade2014_072f18, sigradi2015_sp_11.303r31, effb, e9cc, c321, 52a0, 3496, 81f4, 655e, 393c, acadia16_488z28, bdf9, ijac201412306b3, ecaade2015_200l43, f740, bbc3, 3148, sigradi2013_343b, dff7, cfe8, ecaade2015_228a51, 970b, 2ede, 7dd3, c269, acadia14_463ax, 9ec3, 70e0, 9736, e3c5, 46a6, fa70, 5d45, 9510, 25c8, ijac201412206u4, 3397, caadria2017_163t40, 13dc, 333c, 395d, 9102, e891, 0c2a, d667, 7d87, 2018, f607, 3287, d42c, acadia14_435ap, ecaade2016_113u30, 2f43, 4951, fec4, 6afa, 3afc, 8afb, a5ea, a015, 2556, ba90, 7ceb, caadria2017_124v32, 997b, 2b20, 6a22, 8ae3, 6088, 6f94, 200f, 1366, 8960, 336f, d295, ecaade2016_118m31, caadria2016_517v21, 344f, d6f6, acadia14_33ag, 5fbc, acadia15_357s15, 247d, 1ccd, 3274, caadria2016_745c32, 45fb, 86dd, ecaade2014_072p17, 52c2, 9f09, 1aae, 89af, aaf8, ecaade2015_144d31, 4d3e, 1a84, bc97, fd3d, 59ef, 0f73, 2711, ec27, 5519, 5850, 996f, a88e, ecaade2014_233m60, ecaade2015_100m19, b94d, 5b0c, sigradi2013_271n, c784, a33d, sigradi2014_178j5, e7b0, 3ac0, b35a, f368, 39b9, f7e7, sigradi2013_117, ecaade2016_046s12, eded, sigradi2014_345k8, 5fdc, f097, 88c4, 4442, ca93, 4369, eca6, 6035, cc23, d507, c12a, 323f, 4228, 601c, c0cc, acadia14projects_671o, 9d4e, f1af, ecaade2014_012p2, 279d, 52e7, 2dca, 89f4, ascaad2014_010n5, ecaade2016_225t60, 414d, 4e40, 5098, eb46, a400, d6c3, acadia16_106h8, 3d1c, addd, 13ce, 2f1d, 19c6, ecaade2014_149p34, 5d87, acadia14_435ay, db43, sigradi2014_263g1, c95f, 62dc, ecaade2013r_005m4, c5fe, 4452, e284, acadia15_483w21, ecaade2015_109a21, eef6, 98f0, dffc, b383, 07c4, 2bb0, acadia16_488w28, 17fc, 96c0, 5881, 63a8, 2ba5, b502, b215, 366a, caadria2016_085e4, eeb3, 67a4, ecaade2014_224v56, ecaade2015_48l8, 1624, f437, 3174, 2b5b, 1a16, 4fe5, caadria2015_206c30, b00e, f9ee, ecaade2015_298i65, 0350, f91b, dcf2, d986, ecb8, 26b1, cf68, 6bd2, d3b5, 95f6, a20d, 15a6, 94b8, ecaade2015_53s9, 9b8a, cb6f, 5a5c, caadria2017_096a27, caadria2017_067t21, 8f82, 1e8a, ijac201412303j9, caadria2017_035x11, 00b7, dcdd, a188, 28d1, e945, 7826, e908, 6757, c213, d85c, 0876, 08c7, f2b0, c9bc, 168d, 374c, b189, e3f1, 62bf, b6d3, 941c, baa6, sigradi2013_295, 37f9, 6bf3, c18c, e083, c3b3, 4339, ab8b, ascaad2014_037j2, 49cc, d038, acadia16_174h12, 3c70, ecaade2016_bkog65, e393, 1222, 78f3, acadia15_195v7, 6d70, 271d, 5022, 2141, 81ba, ecaade2016_094r25, c5e5, 1c1b, ecaade2014_029b8, 2b6f, 87e0, d36c, 1a81, b591, e36d, 57b3, ascaad2014_012j6, d362, e9e6, 1266, 419d, 12ea, 3380, c6eb, 33ed, 2f56, ijac201412206z4, c31a, d79d, 7c6d, 69d1, caadria2016_549o23, 4e3a, e446, 3920, 9844, ijac201412204p3, e9d3, ecaade2015_195o41, 0f33, af26, badb, 950c, 06ab, 1950, 245d, 4e11, 7ed3, 3382, fbce, ecaade2016_132z37, 3cc6, a13b, fbb5, f439, 3e78, 1173, a9b6, ecdf, 3458, c5e1, e106, 0f53, acadia14_125ab, 7056, b879, f748, fabb, caadria2017_070s22, ecaade2014_225n58, 1deb, 2292, 6543, 6130, e57a, ijac201412403v6, 0391, e08d, e253, 7f5d, caadria2017_131g35, dc85, 555d, a093, 1078, acadia14projects_115ak, b975, ecaade2014_011w1, caadria2017_051n16, acadia14projects_63d, 21ef, ef0c, 32da, 40d2, 241d, 399c, 3489, 95f5, 4e58, caadria2017_028w9, ab51, ecaade2016_tkog67, e17f, b583, 7bf8, 1cda, ijac201614201i6, 3a5d, ecaade2016_162z44, 24f6, 6cd1, ca7e, ijac201614208l13, 7c67, a9b2, ijac201614303o2, e24b, 263f, caadria2016_777z32, 1ef7, 5f53, sigradi2015_8.27o10, d26f, 61e2, a4c2, 5833, ijac201412304v9, acadia14projects_291an, e3d1, 41ec, 9bfb, d5b6, ijac201513306h13, 9c5f, acadia14projects_43ab, ecaade2014_111x24, caadria2017_055p18, 895a, 18b7, d62b, 757f, 5c2f, 5d04, 45f0, 622c, a565, 371f, 2d6c, c58d, ed25, acadia14_63aw, acadia14projects_33af, 8b0f, 44cc, 7e66, ijac201412408b2, sigradi2015_8.41a11, 37e4, bb29, 151d, 8e47, 5723, 3a37, 4137, f209, 4085, 0689, sigradi2015_12.297j28, b4ab, a071, 3672, sigradi2015_3.111b3, 8eed, 0640, acadia14projects_565v, f784, dd57, d259, acadia14_347ap, 4614, 8deb, 3743, ecaade2015_22r4, 1825, f152, b8a8, fc2c, acadia15_333d14, 63d1, c203, 6a88, 7c1e, b957, ecaade2014_145m33, 8e7f, 8f63, caadria2017_118z30, 59b0, edb0, caadria2015_023c4, fdf1, 6530, 4340, bec6, sigradi2013_244, 292e, acadia15_357l15, d7be, 832f, acadia14projects_479z, b4d7, 9233, a8bf, b302, bd92, a56c, e38b, 5460, 085e, cb4f, 5e73, a3b6, aa25, 4b42, f5b9, c020, ecaade2013r_019c10, 0e83, 5a01, ascaad2014_004i2, e840, 10ee, f6a5, 4dcc, 01c8, d216, 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acadia14_267p, 9987, e0f5, 0309, 9a0f, 8e97, 3f11, 254b, 45c4, cb44, ecaade2015_91g18, c03c, 60ce, c92d, dc21, 3d2c, 4f88, aff1, 1b50, 9e95, 40d9, a330, 921a, c450, 5fb2, c77e, 696b, 6132, 2053, e383, ddca, d3c3, 5827, 22ba, 7480, sigradi2014_247k9, b6ea, 64bc, 1b26, 6850, 8580, c5d2, 8925, d8c8, ca6d, 704e, 35db, 2ff4, acadia16_130j9, 5e11, 069d, ijac201614406h4, ecaade2015_144k31, sigradi2014_123s9, acadia14projects_699r, ee9e, 1143, sigradi2015_10.138c19, 15f8, acadia14projects_365ai, ecaade2015_261f58, fad0, 747e, caadria2017_048u15, d429, ade5, 84ec, caadria2016_829b35, 00e2, 3c72, b8b8, 4c15, cdbd, ecaade2016_164p46, f42d, acadia14_699k, 1a55, ecaade2016_140y39, cae0, 1cde, 6ee2, 7de0, b8bb, 30a8, dc81, 22c5, cf8f, 603b, ijac201614105c5, 2385, ecaade2016_222g57, c184, sigradi2014_123r9, 745a, ecaade2015_171x36, 6e76, e18f, a50f, caadria2016_703p30, ijac201513202h6, 1f60, 4142, 8819, 60c8, b140, 0284, 3911, d833, caadria2016_477c20, 72c3, 8659, c513, f2fa, f378, acadia14_23ay, 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caadria2017_027l9, 612a, 054c, 4cca, 229d, 0575, 7666, d839, 7f4b, ijac201412204t2, 1f4e, 6737, f6db, acadia16_332y19, ascaad2014_014j8, ecaade2014_016i4, 521f, cf59, d8d6, 0745, 6b44, 6257, 497e, da84, 18c3, cb0e, aef3, fcb4, 115d, 3393, 7c4b, 29cf, ecaade2013r_017a9, 7e57, 35ca, ecaade2015_152u31, 039e, 2fd0, 542f, 91bf, caadria2016_187m8, 97da, cce8, 02d2, sigradi2015_8.27p10, 62e8, 2463, 2df5, 2e3e, 3e69, acadia14_661h, 9ff3, b795, 2caa, 6c9f, f1bf, 5d91, ecaade2014_018r4, 79de, 09d6, cb90, 9aba, 15e7, 4dc8, ecaade2016_175h49, 0f2c, 9461, 4ced, 193e, bf40, 284d, 87b6, ba41, 7171, b450, 6961, 8771, ecaade2016_023v6, acadia16_478n28, 2f63, dd0b, ecaade2014_168s40, f2a6, c431, c67f, b768, a470, dd0c, 3d24, eea6, b83d, ef60, sigradi2013_386p, 91a0, acadia15_417a18, 72a1, ijac201614403j2, 1059, acadia14projects_135x, fe5a, 741f, 0f61, 38cb, a9c4, e411, sigradi2015_10.377v22, b39f, 06ec, d911, c23a, acadia16_260m16, 8c38, 7272, 0e59, d1b1, 21f0, 3fdc, daf8, 54a4, e899, 2b05, 0166, 4f6e, ascaad2014_014u7, 528b, e3e9, acadia14_709am, 86ec, 829f, 6fe8, ecaade2015_200s43, 8b99, 30dd, a057, 63bb, 5177, a8ec, 997e, bfce, 993a, ascaad2014_032m9, 9d21, 72b2, d53e, a55c, caadria2016_819w34, 80bd, 5e8d, 0a20, 2f71, 05f2, d604, 5eb6, ecaade2014_169l42, b949, a254, 6856, ijac201412403k6, 0ecb, 1ed0, 9118, 62b4, 95b2, 2e0d, ba7a, 924b, 0893, dada, b4b4, 84b6, 695e, abc0, a1f6, e399, ecaade2016_021b6, 4b4d, 8608, d80c, 532d, 89e2, 7d42, caadria2017_030c11, c337, ecaade2016_046y12, da9f, 7b0a, db80, cc66, 8213, 5385, 2250, 0a3f, af0c, 3cca, acadia16_140j10, 8316, c690, 2de0, d098, 83de, cd60, caadria2016_477v19, b522, ecaade2014_023u6, ecaade2016_062d15, 948c, ascaad2014_017k9, 04a7, 1754, ijac201412207h5, 31ce, acadia14_145p, 52ef, 1f35, 365d, 5df6, ecaade2016_mrtx65, 5a8e, d8ab, 90c1, 1855, 247b, eb23, 81f2, 3828, 560b, 3c6b, ascaad2014_007y3, 0f64, c961, 2cc4, a6ba, b7aa, 0264, f570, fe05, 6f9c, ecaade2016_016g4, 4272, 34a0, 8558, 8b00, ecaade2013r_008i5, e727, 3464, df13, 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sigradi2015_10.177a20, 8dd6, d10b, 99bd, 1b4a, 5cd3, 10f7, e9a3, bf08, e68a, a8cf, eea1, d9bb, 18fe, ecaade2013r_019h10, 8574, 461a, e267, aa36, 7ad2, 47f0, ascaad2014_007i4, 0046, ecaade2015_103n20, 9ad1, 8f8e, sigradi2015_1.288b1, ae81, d7d7, ecaade2014_035y8, acadia15_483v21, 75e6, 6ed8, aad9, bfcb, 980e, ecaade2014_153l37, 8ee1, 8a98, f7aa, a0fe, 8066, 5c7e, 332a, 232d, 4d81, 01b2, ccaf, 5b30, acadia14projects_135o, 3c87, 4835, 66ed, 6cdf, acbf, 3dd3, 6587, acadia14projects_479l, ijac201412404b8, a010, b181, ecaade2013r_010x6, 419b, edc7, sigradi2014_178l5, 98fe, 2d81, 5add, e97d, ijac201614308t5, 7145, 28e5, 499a, 16a8, 01cc, 1cea, e6ed, 9275, 5f5b, ascaad2014_011z5, 176b, ijac201513105a4, 8930, 1e50, 0a14, acadia14projects_339x, acadia15_195z7, 9e82, aee1, b7fa, 7987, c727, caadria2015_049y5, 554b, 9635, 931c, 9830, 58d7, a1d6, f890, 1ae7, e416, sigradi2014_201f7, d971, ea95, f7cf, ecaade2015_84y16, 422f, 5365, 3e4f, ijac201513103z2, 4004, e202, 5b86, f4c8, a969, 813e, 257e, 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sigradi2015_10.378b23, deb2, acadia14projects_699g, f67d, 38e9, 7933, a501, 8e59, acb2, adad, f0dd, 7cd2, d8fa, 8dad, 5a51, ecaade2016_223e59, a3d1, 0826, adcb, ecaade2015_35r6, ecaade2014_065c15, 038e, 892e, 3988, be3e, dcb9, 81c3, ecaade2014_149h35, c82c, 5d9d, 435d, 13e3, ae0d, cfe0, c994, c368, 20cd, a262, 38b8, 46d0, ecaade2015_325y70, ecaade2014_157j38, 4197, f8d3, ecaade2015_285o62, 9535, cf80, ijac201614307x4, 6f6c, sigradi2013_28j, 9bb7, 877f, 791d, cf5e, bc45, 8b05, fb74, b458, ff01, 37b0, 884c, ascaad2014_017f1, 2c00, 4d6c, caadria2017_155p39, f8e3, acadia14_43aa, ijac201614405f3, acadia14_33an, 1703, 2d2e, df28, cd44, 55cb, c51b, 6e8d, 0ff0, 9bc5, 9227, ijac201513105f4, c3bd, 5afc, 86c0, c604, sigradi2014_080p7, a491, 94c7, ascaad2014_030v8, 0d3d, 1ff6, 2ddf, 2a7a, 2f4b, fa87, 2947, c666, ae38, ecaade2014_214l54, caadria2015_078p11, 7ea7, 1718, c59c, caadria2015_072v9, 77e2, caadria2017_105j28, acadia16_440b26, sigradi2013_260, 4a6d, sigradi2015_10.140m19, 94ea, a33a, 7bef, 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