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 cf2015_358
authors Tonn, Christian and Bringmann, Oliver
year 2015
title Point Clouds to BIM: Methods for Building Parts Fitting in Laser Scan Data
source The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 358-369.
summary New construction within existing buildings requires documentation of the existing buildings, in a form that one is familiar with from new construction or architectural design. Laser scanning is a powerful tool to survey the built reality. It provides a replica of the existing building in the form of a point cloud. The difficulty is to analyse the resulting amounts of data that has been generated and being able to interpret it as a Building Information Model (BIM). This article proposes a new generic approach for pattern recognition of architectural objects. The procedure is introduced through the use of two examples - polygon fitting, which is important for the generation of new building element classes and wall detection. The second part describes how individual components can be automatically connected to consistent networks. BIM systems walls should be aligned, within predefined limits of accuracy, either perpendicular to or in line with each other.
keywords point cloud, BIM, pattern recognition, components, wall alignment.
series CAAD Futures
email christian.tonn@kubit.de
full text file.pdf (741,829 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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acadia15_149u5, 21bd, 6225, 95ed, 2855, aa57, caadria2016_311w13, ecaade2016_217a56, ecaade2016_075k22, 2df1, acadia14_661h, 89c3, acadia14projects_63ab, sigradi2015_10.378c23, 805c, 954c, a0d4, 7486, 04ba, d6f9, 2b39, 2783, ecaade2013r_020r10, 74e7, 6eaf, ecaade2014_089z21, 337e, c18e, acadia14projects_719c, 1af6, ecaade2016_099n27, 9a09, 7d0f, 2ec0, 013e, b72e, 4ea9, e159, ijac201715205e, ascaad2016_002l1, 1af1, 21b7, 973c, 7118, 0c9d, ascaad2016_031m12, 1981, e733, caadria2016_395u16, 5bb6, ijac201513302h10, acadia17_62yy, f163, 1f5d, 4d93, sigradi2015_10.378f23, ijac201614102u1, 465c, eda3, e42f, 9d3f, fa84, e17c, fd2e, 409c, fdc0, bd4b, ecaade2017_254ii, 3643, 9e31, ecaade2016_071z18, ijac201715202nn, ecaade2016_021r5, a244, 0d38, 6f9f, ijac201715202t, 1020, ae87, sigradi2015_sp_11.303p31, f38c, 2b08, a590, ecaade2017_220tt, caadria2017_147u38, c3e0, sigradi2014_080k7, acadia17_71kk, fdcd, 345e, acadia14_619an, 4b49, b6ec, 1328, 8a6f, 8b4d, e1f5, 4c32, caadria2015_023y3, be04, 12ca, ijac201715103yy, bfaa, 626d, e084, acadia17_648ii, caadria2016_777x32, 1d60, ecaade2017_302cc, 67f6, 59ae, 8004, 3175, bba9, 53c3, 5de0, 43b5, ecaade2015_115x22, ecaade2014_038o9, 3e01, 29cc, a005, cd8f, 3f86, sigradi2013_313t, 6c55, ecaade2016_217n55, caadria2016_549m23, ecaade2017_019ss, 3cd5, d458, e4cc, ijac201715101j, 3b03, 00e8, 5668, 628c, 6372, 39c3, 71e0, 5343, 86a3, ecaade2016_162h44, 965e, c0f5, c0e8, 4852, 0a83, ascaad2016_042t16, 70e1, 5a53, 2b02, ecaade2017_071tt, 0ec8, sigradi2015_10.378b23, 17b9, 185e, b404, 9e0f, caadria2016_797p33, f342, 51ec, ijac201412301t6, a734, 5147, ecaade2014_055y13, b9ad, 1861, a46f, ecaade2015_53d9, acadia14projects_111l, c863, sigradi2013_194l, eda0, 37f0, f069, 602c, 8562, a5a0, 2973, sigradi2016_710bb, 7e77, acadia15_323i13, 41db, b3b3, 7a91, c784, 9d97, sigradi2013_421j, ecaade2015_172a37, ecaade2015_171v36, ijac201614105b5, 49d6, 3b19, 4632, acadia16_206p13, eea9, 476e, 46e6, 1f92, 3142, ecaade2017_199u, 0dbd, cc28, 4711, c406, ecaade2015_287m63, e065, ijac201715105zz, 0573, 1dbf, 82f4, 1f91, e7ae, 0c04, 0954, 8af1, acadia15_223j9, e6ab, d519, cb77, ecaade2014_070u16, acadia17_502a, f4e4, 61cd, fe93, e013, 0b83, ad05, 5011, e897, sigradi2015_sp_8.6c30, 74de, 173e, 15f7, 41ff, e9ca, acadia14projects_301ay, d9f7, 6c96, sigradi2016_407s, 2ab4, acadia17_296t, 479d, 16ce, a4e7, 7ead, 37f4, 8cd1, acadia14projects_101am, bcf7, 72f4, 3306, 01de, e22e, ecaade2017_130ss, c8d5, 1320, 2bdb, bdd7, 2bce, 10de, sigradi2015_sp_8.326y30, sigradi2014_032c2, ijac201715102gg, 3b73, 82df, 58f5, sigradi2015_sp_2.112m29, a53e, sigradi2014_232n8, 56cc, ecaade2015_116p23, 389e, 166c, 75a9, 7dec, caadria2016_301g13, 6576, 1bfe, 3001, sigradi2014_109g9, 7977, 788a, 4a3e, ff50, acadia16_24u2, 4d69, d58b, a427, 5fbf, f102, b5f3, c272, 4dd2, ea3f, caadria2016_507s21, 0d55, f36c, 4413, acadia14_357au, cd47, 0e17, 3020, 66e1, a950, 00b1, 4c29, 4b8e, dbfb, 040d, a9ae, sigradi2014_213v7, 5ddf, ecaade2013r_004t3, dc57, 251d, c990, e0aa, a7da, sigradi2014_335u7, ijac201412306w2, 1c35, c41b, 252f, d735, 8a03, 2d62, 34d8, ijac201412301p6, 8668, 8984, sigradi2014_291p4, aa9e, 966b, 2735, 8d73, sigradi2013_397b, 6018, 5e55, e828, sigradi2015_sp_2.112o29, 8708, d504, acadia15_123i4, e6cc, fe0e, ecaade2016_037b10, 41ca, ecaade2017_212ss, 5d32, 067f, 5f64, sigradi2016_773z, 0685, 8137, c225, acadia17_464a, 488a, 0e24, e710, aeda, ecaade2014_014e3, 79b4, e171, 357c, 4dbb, 2dd0, e012, 6c23, b9f8, 7569, sigradi2015_11.34z23, caadria2017_142w36, 7082, caadria2017_081o24, 5268, 2593, acadia14projects_627ar, caadria2017_145r38, 9558, caadria2017_015s5, caadria2015_170p25, 2001, d73e, da7f, 94ff, 2c4d, 571c, 0936, 9b65, 6011, df21, caadria2015_208j31, f62b, ecaade2015_202i44, caadria2017_058s20, 9ff8, ascaad2016_028j11, ccfa, f7b9, a72f, 4d2d, 86c8, 87a3, 4834, ijac201412405j8, dff3, 9c64, a631, 4ca5, ecaade2016_238i63, be54, b4dd, acadia17_358ff, 2ec7, efdb, 3621, 8cf8, acadia16_98c7, 273e, 4d5b, 5192, sigradi2016_816uu, c780, 187b, 301e, 3ba5, ecaade2015_169b35, 34bf, a3b0, ecaade2014_194r49, 61bb, 39c5, ecaade2016_025f7, afca, f1c0, ef8a, a512, d698, ad04, sigradi2014_252s9, c865, 4ee9, 277a, d4e3, acadia17_436p, bd8d, 3866, ecaade2014_036f9, 7472, c980, 19bf, 1294, acadia17_669p, 99d4, c167, aff7, ecaade2017_293yy, 1175, 59c6, ecaade2017_213uu, 207b, b3f2, 07b8, ijac201513305e12, 53e9, 10a0, e67a, 1698, 078f, acadia14_101ai, 36bf, 91e6, 1e84, b6c7, a002, 120a, acadia17_248g, 3ca8, 70aa, 7638, 58d1, 184d, 66e7, 8b04, f985, 8886, 6c80, 50cf, 0329, b5b5, 3f2d, acadia17_308vv, aa1b, 7d0a, caadria2015_208p31, caadria2016_735z31, a262, 72e7, 0480, ecaade2017_098mm, 8b21, 4ea6, sigradi2015_12.259c28, 0c3a, 2fb0, ijac201614405k3, 1882, 4808, ecaade2017_122yy, 2cf7, d2fc, 9003, 2d4b, 62ce, 55c5, 3c18, 2cff, b05f, 1f74, ascaad2016_045b18, ecaade2015_61x11, caadria2016_683f29, 765c, 1fcc, 2136, 7e0e, aa49, acadia17_350bb, 0747, 3d1a, 5ec7, b12c, cd95, acadia14projects_291an, 9e66, 79e9, 2659, 80a5, 68cd, acadia14projects_145x, 523a, c37a, c124, acadia17_403r, 0ef5, 77e8, 5b6f, 10b7, ecaade2017_ws-archieduv, 480d, 0c5d, 7bb5, 72c7, ecaade2014_186s47, c79f, ecaade2017_143a, 8621, acadia17_145ww, ijac201614203h9, 7fdf, 2bdc, e7ec, d0bb, 11c2, b8de, 54ea, 60d0, b82c, caadria2015_114b18, 6292, ecaade2014_157t38, 6ea0, ecaade2015_215g47, 3284, 226a, sigradi2014_048a5, 7cb8, 92cd, 4e83, ecaade2017_079n, a0c3, ecaade2015_196j42, caadria2016_229o10, 129a, acadia15_57f2, 822a, de10, 3ff7, 621a, sigradi2013_429n, 6ea3, 79a0, 9151, ecc0, 3044, 74a5, 26bb, caab, 0e75, acadia17_640y, acadia17_390oo, 457c, 5352, 8f39, acadia16_344g20, ecaade2017_134t, 31de, ecaade2015_169a35, 2a70, caadria2016_013k2, 53b7, f598, 36fd, caadria2015_096n15, 3174, bace, ecaade2016_152s41, 8f76, 0aa2, ecaade2013r_012j7, 5c83, a7cd, acadia15_149v5, 1cbf, ecaade2014_088f21, dce9, 090c, d951, c536, acadia14_565s, ecaade2016_110h30, caadria2017_149e39, f7ac, acadia14_125af, e739, 6f77, 0a10, acadia14_539c, 46dd, e793, afee, f974, 6972, ecaade2015_138i29, 4962, 5f1d, ijac201412303p8, 6921, ecaade2014_218t55, 195f, 135f, 9dfb, 1975, 0df1, sigradi2013_364r, f3db, 2ffe, 6580, d579, cd32, 7c55, e22d, a350, d476, da4e, 27b0, 9d7a, 94c0, acadia14_589l, f82b, 4104, beb5, de08, dfb4, ecaade2014_143m32, efdf, d037, 9a1a, caadria2016_703n30, 5745, 1856, 2680, 2d56, dc3c, 3712, sigradi2016_448y, 09fb, 6a8f, ecaade2015_302n66, 8e42, 20b6, 3129, bb69, 4601, acac, ecaade2016_164l46, caadria2016_023o2, ecaade2017_057h, 31f4, ef37, caadria2015_203o29, 08c3, 33d3, 9fd9, ecaade2015_253r57, efe0, ecaade2016_072h20, 6f13, ecaade2016_094u25, 1d03, be2a, e343, sigradi2016_801s, acadia16_12g2, ijac201412408i2, a6da, 24bc, 62fb, sigradi2016_430p, 0e11, 2e09, 94f4, ecaade2016_222z57, f5bb, 640f, e1f7, ecaade2015_59x10, d864, 7d80, d062, d8fc, 9ca8, fa81, ce5c, 8674, 7091, 42f7, 01db, 2b17, 5b0f, ba1f, c2ec, a2a9, dfca, 49f6, d263, aef9, 190f, f7c7, 9964, 3c31, ecaade2015_307p67, ecaade2017_199ff, 53dc, 0f6a, b9ba, 3e51, ecaade2015_256a58, a5d6, ecaade2017_215vv, def5, 6cee, b5e6, 2a18, 55c3, 4fa7, ijac201715203dd, acadia17_60aa, dbc6, a608, 69ab, 3d99, 5276, ecaade2015_256d58, sigradi2016_408cc, 81c2, 9118, 010c, 3266, aac3, 7804, 793c, ecaade2016_105d29, fc74, 2fd8, ee26, 68ed, 5e4e, caadria2015_208u30, sigradi2013_330f, c53e, b56e, 9b60, caadria2016_177a8, 6fe1, 2edd, ecaade2016_171d49, 6c48, 7f50, ecaade2014_153y36, 028c, aa91, acadia17_231y, 7fea, 3cf0, 10e8, sigradi2016_435dd, b888, be50, a6bd, ac42, 6cf6, f71c, 2467, ecaade2017_007qq, f099, ce56, ce93, ecaade2017_192g, 90c3, 2958, a9d5, 0848, 3df2, 1b36, 2c63, fbf2, 8450, 98bf, 3d86, ascaad2016_020v7, 3c08, acadia14projects_229l, f14a, b6a8, 13eb, c812, d760, acadia17_670ff, acadia17_392u, 0f15, 43ad, 5817, ijac201614307v4, ascaad2016_049p20, 67c8, acadia14_33am, 5fbe, c0b3, ca6e, d0cb, ijac201715202w, 543e, 414f, 2e82, 8af3, ascaad2016_045g18, b863, ef95, 777d, 4ae0, 5c2d, ba47, caadria2016_425h18, b946, 7014, 07bd, sigradi2015_11.8m23, 9e35, 374a, b03b, 6e5a, b0eb, acadia17_318c, 0951, acadia16_382e24, ijac201412402o4, 0286, caadria2017_009k4, acadia15_57w1, ascaad2016_011g5, ecaade2016_198s52, 60f2, c584, ascaad2016_058f23, f16d, ecaade2017_079h, sigradi2014_345h10, c388, ecaade2014_173m43, ascaad2016_033x12, 8f60, acadia15_223a9, 5ad7, fec3, 4c76, sigradi2014_345s8, 1832, 35bc, fa64, dfa7, d59e, c304, 057a, sigradi2016_732i, dad1, 8036, 5e5e, baa7, 1b99, 840e, e685, 40d6, c5c5, caadria2015_170r25, cf8d, acadia14_719c, 3432, d01a, 9c68, 5aab, fa5a, bb9b, 231a, e323, d44d, f512, e2a3, 7ef0, 1367, 62f2, acadia14projects_247o, 0394, 7e5b, ecaade2016_tkoh67, caadria2017_182y43, 1e7e, f527, ecaade2016_230t61, 4387, sigradi2014_197w6, 8c4f, sigradi2013_101m, 4152, 1862, 5b9e, caadria2016_457n19, 2bc8, 6ce4, ecaade2014_133t29, ecaade2017_116a, 33c7, a03c, e111, ecaade2016_243w64, 1e65, 9e95, 04ec, da52, f6f4, 3cb3, acadia14_681al, bb43, 9603, c81a, 37c5, b64f, 8f52, 6435, sigradi2015_8.41a11, sigradi2013_248e, ecaade2015_215t47, ecaade2017_244ll, a51c, sigradi2015_8.339x15, 7687, 5416, acadia14projects_63am, eef2, 731d, 9f87, sigradi2016_602d, sigradi2015_7.146a10, 3882, c607, b02d, 09f6, ae40, 8593, b331, 7b73, 8d6a, 3afc, ecaade2014_138v30, 1bed, 2e7b, 1899, ff73, 35a7, 7b99, 7b15, 5b25, b923, ecaade2016_067s16, bd68, 7b82, 336e, 59ec, 4cd0, sigradi2016_751ll, a4d3, ecaade2016_121p33, eed4, 6b89, ecaade2017_050f, d9dc, caadria2016_517d22, sigradi2016_729xx, acadia16_460u26, 9d19, ecaade2016_147z40, 6f53, 5c36, acadia14_291ax, 6f6a, 38b4, 02d0, 161a, 4d8a, d88f, c80a, a654, e771, 1be3, ee55, 4557, 25ba, 8eff, 9cce, 125e, sigradi2013_41d, 81ae, 24b7, c183, c0cd, 1034, acadia17_590a, 8a5f, acadia14_101v, c9d9, ecaade2017_122mm, aaf9, d861, d827, ecaade2016_094m25, 6463, 8d4c, ijac201614101l1, 949f, ecaade2017_213e, 7cca, ecaade2017_208m, 93dd, b75c, ae1a, c66d, afb0, 01c5, 8be6, 4367, c5e6, caadria2015_139r22, e90c, e34e, 96a0, 513a, caadria2017_118e31, d05c, ecaade2016_243z64, 8cb9, 23c1, ecaade2014_215f55, ecaade2014_046v11, caadria2015_087a14, 1b02, 4bed, f8d1, 543a, 61be, ffd5, 82b2, ijac201412405l8, 5dac, 44f1, dfdd, e1f2, 971a, f1f4, 86a7, 9fa5, bd97, 4a75, 17d6, 6338, c7cb, 943e, 0400, b5e9, 8cc8, 3a83, 8590, f003, 59cc, 9c8e, e2e9, c7f4, a21e, 5e4a, f8cd, 634a, 70e9, 9022, a698, e416, 701a, 4492, 7a86, ijac201614207r11, 5290, 8198, acadia17_648p, 21b5, acadia16_12j1, d9f1, ijac201614208u13, 7821, caadria2017_009r4, 9835, afe3, 9579, 1420, ecaade2014_237i61, 7cf3, d4d9, sigradi2016_815gg, 59df, 521e, ecaade2014_057l14, ijac201614204m9, 6337, f851, 3cca, ea41, 85e2, f39d, 3295, acadia14_81k, ecaade2014_176k44, 2524, 90f5, 974a, 7a5e, e64b, 0b6b, f19e, 7525, ecaade2015_127f25, 5bab, 0696, 3a6f, bac5, 6c71, 34a3, ee7b, ecaade2017_229dd, e804, 57a6, d82c, 37ce, fad1, acadia14projects_445ai, 53b1, 8ffe, ijac201513206g9, b076, 2f56, acadia17_307mm, ab24, fe04, c28b, ecaade2016_015v3, a4c8, 9698, 91c4, caadria2017_033r11, 75a1, eeb6, ecaade2014_014f3, acadia17_71nn, 6599, bb01, 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sigradi2013_183v, bc34, f499, cf05, ec57, cd3a, 131a, sigradi2013_52g, acadia14projects_167u, aa63, ascaad2014_037k2, 9ad4, 915c, ecaade2014_233p60, f97b, f01c, ecaade2014_132g29, 71c6, fbc1, 8706, 9016, 0a0c, caadria2017_175h43, 6b9a, 81b0, 240b, 2529, ijac201614204n9, b205, 303d, dab3, acadia17_231r, 9b14, ead9, 3da9, acadia17_520u, ecaade2017_164ee, 39ce, ad32, 678e, caadria2016_271w11, 7ed3, ecaade2017_192f, 8076, a4f2, c218, 53f5, ecaade2016_210b54, 1e67, f5f3, 3de0, 7583, 42cb, 398b, f446, 971c, acadia17_52w, acadia14projects_445am, acadia17_26n, e131, caadria2015_016r3, b95e, 39c2, e433, 6dc3, caadria2016_259n11, sigradi2013_390, 5453, caadria2017_057t19, 7ae7, d0ed, 4e57, cf65, 4e47, ba51, 34da, 962f, d28e, caadria2017_027v9, 0ce2, 88a2, 7680, 1365, acadia14_565m, 88d4, acadia14projects_347ak, 7e01, 8d2a, sigradi2016_490ll, 5ffc, acadia17_212cc, d5cc, ecaade2014_038r9, 4674, 5978, 51fc, 2753, b761, d26f, 3777, 39fe, b536, d131, caadria2015_004l1, 6202, 9d08, 09c2, 789f, acadia14projects_117i, a69f, b2bf, 0708, 5e76, 2da7, c39f, 69d3, 18c5, 0a8c, a20a, 6ed5, 5696, 343b, ecaade2016_215u54, sigradi2015_6.387p9, 9967, a2d3, b00f, 8be7, aedf, 6af7, 128f, 14e8, da80, 04bd, fde5, ecaade2013r_011b7, 8237, 0ac9, c911, sigradi2016_816ww, ecaade2014_157y38, 9f39, 404f, 617e, 6d1a, 4b8f, 9a07, d0a7, e27e, 8db8, 522a, ecaade2015_113p21, f549, 1621, a479, e571, 8f78, caadria2016_641t27, 81c0, 3196, 4c99, acadia17_373w, 4c7a, a108, 8286, ijac201614407o4, dd8a, 32a6, b314, c9f1, 5750, 3552, b200, acadia16_88m6, 2312, 1e96, sigradi2014_265p1, 1337, acadia15_123s4, 3878, 8144, caadria2015_004g1, ecaade2015_37i7, ijac201412204p2, 7219, 5114, 4f97, caadria2016_415v17, 9c51, bc2e, c23d, ijac201715205yy, 322f, ijac201715101h, ecaade2015_18x2, sigradi2016_702w, 2321, c002, ecaade2017_057ii, 673e, 8813, 6c57, dd09, aedb, 4ce5, ee67, 6d62, 6c39, 23b7, ecaade2015_138v26, 8768, 9061, 0fd3, 6e4d, 05e9, ecaade2017_203jj, d610, ascaad2016_012s5, 57bc, acadia14projects_565ac, 05ff, f2c3, 14f6, b6b7, 0fa1, 0e91, 7839, caadria2017_003p1, ecaade2017_189zz, 75cb, d026, 0351, 4408, 84ff, fd8b, 195d, ecaade2014_112b26, ecaade2014_224o57, 9cc4, sigradi2015_4.52i6, 2b1f, 1815, 87fd, 6900, 6edb, ceca, 9975, 991c, a268, d110, 2961, bb59, acadia17_424rr, 4d56, 9886, 567d, a27b, ascaad2016_052h21, fd18, 8383, c669, c636, acadia15_333p13, f9cd, ecaade2016_043d12, ecaade2016_023j6, df54, 3691, 5406, ecaade2014_049y11, a5a8, 61b4, a483, cd31, ecaade2015_215p47, ad8b, 100e, 2fb2, d501, sigradi2016_512b, e445, acadia16_140f10, 30d1, caadria2015_237j35, 5a0f, acadia14_101at, 5d49, 1ff0, 5884, d947, 2a5f, 628f, a7f6, 4288, fd26, eca7, eea0, sigradi2016_448o, ijac201513102u1, a796, bdf2, 6114, 5d34, acadia17_154ii, acadia14_609ah, 95b1, d33f, dfa3, 99a9, 548f, 0824, caadria2015_067i8, ascaad2014_012r6, af7d, 00c6, 1bd2, 1ce4, ascaad2014_029f8, d651, 913c, ijac201715104i, 03ee, 0f81, 6686, caadria2017_079d24, acadia17_170s, e70e, 27d7, cb78, 5a7b, ascaad2016_054d22, b893, 610c, 176e, 394c, 85dd, 9131, 50d3, e2c0, dd1c, ecaade2014_240k62, 962b, 1087, d1d9, fd9a, 778a, ea23, 6fda, 66db, caadria2015_130s21, 93d0, 0676, ecaade2014_186j47, sigradi2016_431z, 34f2, 0c33, 4cb5, 261a, 36d6, acadia14_601ab, a30e, b5df, 3715, caadria2015_087b14, 4fb0, d846, b0ee, acadia17_501pp, 2bb5, afd1, ecaade2014_111s25, 5ed2, 901f, eb78, ea8e, acadia17_670rr, 2013, 2107, 36ec, acadia14projects_125p, c4d8, ecaade2017_050c, e899, cac6, bcab, e3ad, 0eef, 1ea4, 0bb4, af20, ec1d, d88c, 992e, 9fc3, 4e20, d722, d77b, sigradi2015_10.7g18, cd34, 5000, fe26, 8138, d151, acadia17_60w, 8825, 1069, 36ea, ecaade2016_166a47, c6b1, ecaade2015_173g37, 4671, 2dbf, 75dd, 0b1a, b814, 53d0, ecaade2013r_009n6, acadia14projects_247j, ecaade2015_318l69, ijac201412205b4, eff1, bfc0, d148, 6732, caadria2015_114m18, 0090, 7e1b, 0986, 5ff0, 1e37, bb35, 1985, b97a, 90a7, ee39, 917c, d6d4, acadia17_28dd, acadia14projects_487g, 5f06, 57b3, 3358, c2de, sigradi2013_393u, 4519, 7943, 6010, 31e1, caadria2017_072d23, ecaade2015_92p18, 84dc, 6ba8, caadria2016_621p26, f088, d7e7, b460, 11a9, f820, c038, 8aec, f264, ab94, 72f8, 2f50, 84ca, ffbb, c067, 3f47, c415, ecaade2014_192j49, ca17, f4aa, dc14, d076, 6e2e, 1f28, 627d, 559b, 9ded, 6ae8, aee6, ecaade2015_114c22, ecaade2016_120n33, acadia17_230zz, 8a13, c9d5, 7203, 6f84, abdb, caadria2015_218a34, 0f26, 78a1, caadria2015_226n34, e9e4, ecaade2017_049yy, 08b1, e1de, 2c42, 754c, c04b, 0078, bb99, caadria2017_021f8, a3bd, ec6a, 5468, 160b, c329, 6956, ecaade2017_083ll, 0144, f7c0, 9e1c, acadia14_43af, b1c6, ecaade2015_22x4, 165c, caadria2015_070x8, 47b6, 8dff, 5d02, 9e51, 1527, 9fba, af31, 329f, a308, 436a, 5e2a, d067, 237c, e2b6, 7ba2, ijac201715202ee, 7f99, 9a16, 519b, cc38, efa0, dd0c, 7b58, 3275, a083, 3b8d, 2247, b59a, 82d5, 9567, b7a2, 9f44, 8703, ecaade2017_243bb, b22b, ecaade2015_309t67, ecaade2015_284l61, caadria2016_797z33, b35a, acadia17_248s, 129f, ecaade2017_277zz, caadria2015_033d5, cfc9, 3966, 9e72, 4a7c, bf3c, caadria2015_081u11, 941e, ecaade2017_164aa, 1172, 3512, a6bc, acadia17_500ee, acadia16_372y22, f00c, acadia15_137g5, b8ae,