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 acadia09_153
authors Ostwald, Michael J.; Tucker, Chris; Chalup, Stephan
year 2009
title Line Segmentation: A Computational Technique for Architectural Image Analysis
source ACADIA 09: reForm( ) - Building a Better Tomorrow [Proceedings of the 29th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-9842705-0-7] Chicago (Illinois) 22-25 October, 2009), pp. 153-158
summary Planar methods have typically dominated the computational analysis of architectural and urban space and form. In contrast, analytical methods that consider the formal, or visual, qualities of architectural façades, or images of buildings, are not only rare, but only a few have ever been repeated and adequately tested. The present paper outlines a new method—derived from the Hough Transform algorithm—for the dissolution of architectural images into segmented lines that can be counted and charted, and that can have their spatial orientation determined. This method for investigating the visual qualities of buildings is demonstrated in an analysis of a series of images of suburban houses. The proposed method, line segmentation, is potentially significant because it is a method not commonly used for the quantitative analysis of the formal and textural character of real buildings, it is repeatable, and it delivers consistent results if a simple procedure is followed.
keywords optical analysis, complexity, design assesment
series ACADIA
type Normal paper
email michael.ostwald@newcastle.edu.au
full text file.pdf (157,735 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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ijac201513105t4, 7926, cddf, 6d0b, caadria2017_080f24, be67, 92a5, 71dc, ad7f, d753, 13ca, b2fb, 7e22, bd07, 224b, c4a6, 00c3, sigradi2014_313a6, ecaade2016_191y50, bc99, d436, ecaade2015_285l62, b279, ccfc, b3b3, 29fa, ecaade2014_167o40, edc2, b6ef, de1b, 7467, 66c8, 0887, ecaade2015_227o50, 2b4d, 10f3, bc37, 1f93, 21a5, a85e, 8c86, c71a, d816, c05e, 0166, ascaad2014_019c3, bd41, 3354, 1e22, 7642, ef56, db24, 536b, acadia14_637ah, 9266, f251, 9c98, e180, 79e5, 82f7, 6740, acadia14_199ad, 8931, sigradi2014_048w4, 8079, da75, f243, 4f02, 064b, caadria2015_078r11, 0956, 9bf6, 51b5, fc31, acadia14_463v, ecaade2014_112e26, 8d46, acb7, 32ce, d72d, 054a, 72b8, 808a, c59f, 8383, 20c6, cca2, 2f5e, 5354, b536, 3df4, 9904, 1ed8, 7e63, 193d, 9867, c449, a016, b12b, eb1e, cb95, ecaade2016_208t53, 03db, caadria2015_060y6, a715, 7e07, a12b, 12d3, e3f9, 5d09, 38b0, 579f, e19e, 50a6, 48c6, f198, 71fd, 4643, 600b, ecff, c530, 7266, caadria2015_210j32, 8c61, e0d3, b52d, ecaade2014_218x55, 69f3, f6b2, 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d974, sigradi2016_778ss, 57d7, 15ab, 7be0, 5beb, ca10, b382, 0760, e242, bfca, ecaade2014_202s52, c32d, ecaade2014_159o39, fd80, caadria2016_703n30, d59f, 1376, ecaade2014_112g26, 089b, 5568, 642e, e38e, 9b9b, 1b46, 9c49, 0f9a, 7fe6, c11f, c0fa, 1faa, afde, caadria2015_172w25, bd38, 5bf9, acadia14_479au, a0bf, a19b, fdd1, cb2b, 545b, ed4d, 4d0c, 5f27, ecaade2015_138g28, acadia14projects_177ai, 5a58, 676e, b8ec, 6d3d, fa2a, 3b4f, 2a2e, ec3c, sigradi2015_11.222r26, f7d2, 11ca, 332d, 5d6a, ea14, e8fa, 914b, a319, caadria2016_487s20, 6459, caadria2016_095u4, ecaade2014_071d17, ce33, d045, 9e09, 7669, sigradi2016_364ss, 6634, bd63, d112, 7686, ad9c, de85, 80de, c47b, caadria2015_190f28, 4e30, acadia14projects_589g, af0f, ae68, e2b2, 2b1e, c0e8, ecaade2014_012n2, caadria2017_145v37, 341b, 827e, cffe, 6de1, 532e, 1b22, acadia14_167u, 0980, 3f73, 9d05, ecaade2016_123i34, af90, ecaade2013r_014f8, acadia14projects_301ax, 2ea8, 3672, cd93, ecaade2014_153s37, acadia14projects_177z, edf7, f20e, 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4d33, ecaade2015_317a69, e1db, 88e4, 0ea1, fa60, 7248, dfd0, ef60, 0dd0, b1f7, fdd9, aadf, 4093, b5eb, f137, d5a1, acadia14projects_479aw, 87a2, 7d58, 7171, d8e9, b3fd, 98ff, 4e2f, 2223, 1163, bb6a, cade, def8, 4d98, 4876, sigradi2013_386d, 3a46, 2c19, 154b, 5384, ec7b, ascaad2014_014k8, b64f, ed62, 83ba, 5c45, 756d, 3306, 3fc7, 2a04, 108d, d5e3, 6830, 6180, 5bd4, ac6f, ff91, 9182, 5438, 425d, sigradi2013_285c, caadria2015_185p27, 37c9, 0582, 4297, 727d, 7a54, b522, 5c4a, ba54, 62a2, b07d, 3c46, e321, acadia14projects_189am, sigradi2014_305m5, ijac201614208w12, caadria2016_767t32, c938, ecaade2014_192e49, 9a74, 8727, b85c, da36, ijac201412202z1, 246c, a522, caadria2015_002c1, 1837, f761, cc32, ecaade2016_217m56, e3e4, e840, caadria2017_004u2, 5a6e, ecaade2015_217c48, 4889, fa16, ecaade2016_110g30, 6cb4, 4b11, b9ea, sigradi2015_8.81a12, 5489, acadia15_323l13, caadria2017_123e32, b434, cf8a, 9cfb, 0913, acadia14projects_153al, f56b, 1ab8, cdbd, 9e66, b314, c55a, 2a9d, 05f5, e9ae, 85d3, 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ascaad2016_013f6, 523b, 304d, 3538, ijac201614407z4, 4c07, 2c56, 3f48, c9e3, ascaad2014_014a8, sigradi2016_625vv, 2473, b9b4, 47db, 8873, 80ff, bbfa, ascaad2014_017b1, 50f3, eb7e, e16e, 427e, 644e, 0e41, 8615, ce9b, eac0, e622, sigradi2015_sp_12.402x31, 5c1d, c177, b4f0, 54a2, 16df, 69c9, 6875, d1fd, b56c, 9428, c9b1, ecaade2015_11i1, a676, ijac201513303l11, acadia14_435ay, 8894, aaf1, 5e62, ecaade2014_024b7, d4ef, 2837, 1865, b169, 59d3, caadria2015_043l5, acadia14_681an, 7fae, 085b, ddd6, 1297, sigradi2015_8.41w10, 1a81, 68cc, b51d, ijac201412402b5, sigradi2013_400z, 74b2, 6562, 86c9, 242f, 3171, c5a1, 71e2, 0162, ascaad2016_042v16, d440, e2fe, ecaade2015_129s25, ijac201412408t2, acadia16_470k27, 1835, 710f, 340b, c1da, 2e25, c9e5, 1950, acadia16_8c1, 20ea, ee69, bcfc, 6dfc, f7bf, caadria2015_054k6, ad1c, caadria2016_177b8, 5ff5, sigradi2013_315z, ff9e, f3fd, 8241, 4139, 87c4, acadia14projects_357ao, ecaade2015_297h65, ac4f, caadria2017_155s39, 182a, sigradi2013_167l, cad4, caadria2016_147f6, 43ce, 74a9, 2f25, 9932, a4e5, 912c, 315a, d42e, 9bfa, 0ac7, 6782, 317f, 2c1a, de50, 1173, 9811, 002f, f8b2, e7f0, caadria2015_060u6, 3831, caadria2017_132i35, 7398, 204b, 6d92, ba4a, ced7, 34e4, 46c0, 6e6b, 0436, acadia14projects_463f, c8fc, caadria2016_797y33, 3630, a199, bdc2, a7b8, 8f59, 8aa2, b0d9, ecaade2016_075a22, 5fd1, 783d, 4887, 5ece, 4dc5, 5a41, 4c09, 36df, c0dd, 7d99, 2456, d580, 0c41, 516b, 2baa, fa14, 7d83, ecaade2013r_009u5, 3836, ascaad2014_014o7, a2fc, acadia16_382r23, d4a1, 6a38, 820a, 36e4, ecaade2015_11b1, ebaa, bf3b, acadia14projects_339ao, caadria2016_851c36, 494a, eba5, 91a0, 4703, 2e73, sigradi2016_517r, acadia16_394i24, 0886, acadia14_565t, 6670, db3e, 51a7, a849, 9385, 4372, a582, 0d21, d23d, 0acd, 4225, sigradi2016_592aa, ecaade2016_027f8, ecaade2015_86m17, dd4d, 577e, dab6, ec35, sigradi2016_655f, 2055, 40f9, 42e9, 5700, acadia14_463c, 4b58, 1894, ecaade2016_062d15, 2b5d, 883a, 00be, cb1f, caadria2016_177k8, 3e60, 3ddb, 06ae, ecaade2016_162e45, 7bd6, 019e, 81b8, 8223, b8b8, 7f44, f3f0, eefb, ijac201513105k4, bcbd, fbcc, 2b31, b92d, 09bb, ecaade2016_mrta66, 412b, ad96, 460d, ecaade2015_180l38, 32f6, b8c5, 85f3, b246, 3820, 94fb, acadia15_357i15, 7557, 115c, ecaa, bd47, d45d, ec0f, d649, 5811, b5b0, acadia15_343p14, f2c8, sigradi2016_637dd, bd42, a7fc, b971, ecaade2015_114r22, 8ed1, caadria2015_070v8, 47f5, 9af3, 81ba, 8ff0, sigradi2016_448m, 3ca6, acadia14_399an, ascaad2016_002l1, 8597, 01f2, caadria2017_051g17, 5273, d743, 942c, 1ff5, 2afb, caadria2017_016w6, ecaade2016_154z42, a9dc, fdca, 3588, ecaade2015_25k5, b11f, 3ec3, e5ae, 582f, 166e, 80d0, b621, ascaad2014_005s2, acadia14projects_671t, ecaade2016_043c12, 576f, 3cca, ecaade2014_071w16, ecaade2016_223e59, 1f4c, 3cbc, 8ab1, 2216, ecaade2014_176k44, a34d, fa63, ecaade2016_118u31, 755f, de0c, ecaade2014_038k9, 15fd, fc91, 9916, e108, e48d, c27b, 645b, 2807, 2a90, f777, e17d, caadria2016_301j13, 5f2b, ac32, a544, 4510, 1120, caadria2015_213o32, sigradi2014_075d7, 5ed6, 2993, 1d7e, d6a7, 6e7e, 7efd, 9bbf, 5c3e, a1bd, 1819, bd2e, 48a4, d682, 6924, 76c6, sigradi2013_268g, 4880, 11a1, ce51, 80f4, 5de7, d257, sigradi2016_659x, 3e7a, c0ca, ecaade2014_225m58, acadia14_531m, ca8d, sigradi2016_450ss, 73b2, 25eb, 8b32, 5de3, ecaade2014_233f60, ca32, 9a80, 8d10, ijac201614402r1, a456, 7482, ecaade2016_154f42, 1f76, ecaade2015_59p11, 594e, 95da, cf5d, e4db, cab1, 050a, ecaade2016_225t60, b44e, 0370, f1e7, 83a7, daf4, c248, 47e3, 6a2b, ecaade2014_198o51, 9fdc, sigradi2014_164m4, 1ae1, a632, cb66, 2e21, be6a, ecaade2016_230w61, e08f, c976, 674e, sigradi2014_049n5, 7a6d, 0c7d, fabe, 2c63, c453, ad51, d231, 2c6e, sigradi2016_695y, 5bf6, af65, 7c5b, 4ce3, acadia16_174w11, 734c, ecaade2015_207e46, sigradi2013_366, 6e15, e537, 82fe, bf1f, 9005, cced, 591e, ecaade2014_044x10, 9576, fcfb, 2063, a063, 5e83, 9a4a, 17c2, d42d, 2451, 9af7, e292, 2d03, fd0f, 7490, 1600, 581d, 0b8b, d687, b85a, 8135, 766e, acadia14_531r, bf86, 7a94, 41ca, 040b, 1207, a894, f093, 18cb, c433, 4bd3, 48bf, ecaade2015_215u47, aa9f, 6a23, be45, caadria2016_023r2, ascaad2016_041h16, ascaad2016_015o6, 3a60, ecaade2015_302l66, 34fd, 010f, c579, 957a, 9194, caadria2015_032u4, ffcf, caadria2017_054a18, 0a5c, 1836, 860b, bb38, be23, sigradi2014_263c1, 07fe, 46dd, a297, c4ba, a980, 25df, ecaade2016_142b40, 1b71, edf3, ecaade2016_208r53, caadria2016_819r34, 6b5e, acadia15_123r4, 75d2, 5b79, d675, 281d, 5659, c18c, acadia14_619ap, 501e, db47, a095, eb21, ecaade2016_198s52, df7e, a990, 7b38, 826a, f834, 8fa2, ecaade2014_221k56, b8d4, ecaade2014_044k11, ascaad2016_042x16, ascaad2016_030e12, 5a2c, 69f9, 9733, b62a, 22e2, ba38, 3d5f, bfe7, efab, 16e1, cabb, 0ee7, ae3c, 54e1, acadia14projects_463o, 3fca, b394, acadia14_681at, 02cc, 17b8, 784b, e571, ecaade2015_158a33, a2b3, ecaade2014_072r17, 9205, caadria2017_056o19, b109, 3269, 905b, caadria2015_124s19, 378a, aa2d, b3be, 8266, acadia14projects_75a, sigradi2016_484e, dcb4, 4f03, acadia15_323h13, 0f3b, 0219, a428, caadria2017_009x4, ecaade2014_194f50, ecaade2016_182m49, acadia14_267k, 69c1, f616, 5d16, sigradi2014_345h9, 8cd1, ecaade2013r_011h7, 26da, 0f52, 3bb8, ecaade2016_152s41, caadria2016_861b37, 643c, ascaad2016_022f9, b19d, 10d9, 795f, 57d3, 4fcd, a65d, ascaad2016_028k11, e740, ascaad2014_012c6, 3b4d, 05e6, 6bcc, sigradi2013_390s, c2a9, 7888, b3fb, caadria2017_015c5, acadia14_199ar, c98e, 9332, 9dcf, 354a, caadria2017_041b13, 7922, 20e1, ab26, a181, c30f, sigradi2015_sp_8.326d31, 94be, caadria2017_189g45, sigradi2014_266a2, ascaad2014_029s8, 9f00, bb49, de74, 4403, fcb7, f242, 084f, 74d0, ecaade2016_230f62, 1b6b, 930c, 8b07, 6078, 55f3, de7c, sigradi2013_200, b6cb, c070, caadria2016_105x4, 8dfa, 75b3, a742, 5bdd, 761f, 7b0b, 0f80, 5b30, cbfd, aa2b, 308c, 7246, ijac201614103e3, ecaade2014_163d40, 52da, ffc0, a664, a575, deca, 681c, 91df, 49f5, a635, f622, b686, ijac201412301k6, fccc, 3b28, 04d2, ijac201614307v4, 4921, acadia14projects_145ag, abe5, ecaade2015_314h68, ab05, ecaade2014_030n8, 00b8, ijac201614309v6, cf57, d078, a969, 87d8, b457, b34f, cc9f, ascaad2016_022s8, ecaade2016_217o55, acadia14projects_101y, 086d, e172, c2d8, ijac201412204n2, 344f, dde3, c065, 9f0e, 6e42, ecaade2014_035x8, 382b, b92c, 43c5, 9f9e, 5b71, 39e2, f48e, 3f9a, 528d, b20a, 3869, 5f69, a102, da72, ijac201513205a8, e166, 5905, ab06, 8f17, dae7, ascaad2014_017o1, 49f0, 6d99, sigradi2014_263i1, b3de, 2627, ecaade2014_224b57, 88e0, a3bb, 4c03, dcac, 9afc, a12d, 04dd, edd4, 82d1, 8474, 89cc, 72b2, 90f3, a24b, 3f1c, 2282, 3247, 05c3, ad7d, 2e8a, 7844, e517, caadria2017_158b40, 7c90, 37ec, 4638, ecaade2015_286b63, 4991, aad1, 86af, 9759, sigradi2013_135h, sigradi2014_178r5, 52e5, 375d, f60d, c7fb, 1330, sigradi2015_3.394h6, 5935, de11, bc9b, fd15, acadia16_98j7, 073d, c951, 41d1, a1d9, 1ca2, acadia15_357k15, 4d4a, sigradi2016_654vv, ecaade2016_006x1, d575, 75c1, ef47, a94a, a291, da59, 3b26, 3f29, 63c6, 4ad6, c520, 895a, a752, dd6d, be4d, 591d, sigradi2013_28p, ecaade2016_162w44, sigradi2014_292u4, d902, b8ee, a1ba, f747, beab, d9cb, fdfe, 6ee4, f168, e27b, 0b1d, 382a, 490c, 2c05, e170, sigradi2014_057r5, 74ee, c004, f65f, sigradi2015_8.328i15, 708e, ecaade2016_130z36, acadia16_440f26, dd8e, acadia14_145z, 938d, 1be2, c6c4, 2295, db83, ca2a, 2763, b778, ecaade2015_138m29, e131, e3fe, 7c96, 644d, eb70, 527c, ecaade2015_33j6, 5f4f, c69c, 872d, a02f, d7ce, 7c7d, 5184, 0df3, 5842, 06fd, 3d7b, caadria2017_123t32, 7491, 834f, 28bf, eab7, f8cf, 4fb8, sigradi2014_281g3, e81a, 9e49, caadria2016_745a32, a55a, 380d, b8ed, 9802, 643a, cfd7, d866, acadia15_333o13, f2ef, 261c, 41b9, acadia15_371k16, b161, 0061, 90cc, b40d, cf02, d4c1, 73a1, caadria2017_055j18, 0fb0, 8876, acadia14_453j, ascaad2014_033f1, 7d11, 95fa, ijac201412203g2, 4aa7, 5539, sigradi2015_3.65p2, a7c0, 18b0, ecaade2014_052z12, 87cc, 8a32, 35af, 7517, 9859, 7252, 8b29, 0d4f, 1ee2, 91ed, 143c, 4ee9, f3f3, 9583, 78f6, d0c9, ecaade2014_086v20, 5ddc, e645, 3b40, e694, 9412, 976c, 732d, 06c6, 4d59, 0073, 3eb7, 4b66, b009, 9217, beb0, 2942, 115e, ecaade2014_111x24, a75e, 6421, d9e1, 1d2f, ijac201412406n9, 4806, 9193, 6054, sigradi2015_sp_11.303r31, ijac201614405m3, cc20, ecaade2015_269s59, 614b, 4d7d, 7b08, 7b39, 376c, 71f2, 48e8, 23bd, abfd, sigradi2016_450vv, e681, d15e, 5d6c, b837, 2eb2, ascaad2016_042d17, caadria2017_175c43, 8a15, f90e, 72c6, 2c91, 9c5d, 9073, 29b6, 0a99, abd4, 8a00, 79cf, 1a54, 5590, sigradi2013_155i, 864e, 6700, b9de, sigradi2014_049h5, acadia14_339aw, ascaad2016_041i16, ecaade2016_225v60, 5290, 0ada, f1ee, 7c63, b784, ascaad2014_017a1, d6ae, 85e1, 8826, 91bb, 0d78, 6274, 8e5f, daf7, 41c0, 8162, b88d, 9234, a390, b6a3, 03ce, bf71, 84fd, acadia15_395a17, ecaade2014_133u29, 5a84, acadia14projects_167ac, 3b32, sigradi2016_590n, ecaade2015_83h16, 6c32, db58, caadria2017_051z16, 72de, 7771, 6c5d, ecaade2015_261f58, e609, 722e, 3f66, 4564, ea8a, 2efc, efc2, 01f0, caadria2015_077a11, ijac201614301c1, ecaade2013r_008l5, 6972, a2a4, 81d3, d9db, 3824, 0dbf, sigradi2014_218g8, 802a, 47eb, fc36, 5e37, 2c41, 5e43, 5c13, sigradi2014_289h4, acadia14_317t, ijac201513206x8, 81df, 3855, 751b, 2d10, 0a42, acadia14projects_153as, d3e4, a82b, c1cb, fa35, 4a73, 23e2, 2241, f68d, 1a64, 1d8f, caadria2015_209w31, 6fce, 9571, 8b38, ee3f, 1ae7, d263, 6514, 9938, f72a, 1e2f, 41fd, d52f, sigradi2014_192o6, 2cac, fef7, 9c9a, caadria2016_187b9, b08d, 2f97, 1236, 890c, 8b09, 8d60, d2c7, ecaade2014_057h14, f0d5, 9c97, acadia15_407j17, 6a66, d628, 5365, 3f0a, 4d9e, dce5, 71cb, 9425, ecaade2015_28z5, 8bcd, dad8, acadia14projects_43ac, 648c, ecaade2014_173y42, caadria2015_139h23, d802, a542, 670d, sigradi2014_201h7, 09e9, 4a49, ascaad2016_030f12, acadia16_352g22, 313d, f23e, 51aa, 069b, 2151, 174e, 73df, dd53, 8192, ec18, 566f, 9827, c9e9, d71d, ecaade2016_tkoz66, d938, c251, cf7f, a6a9, 1f43, ascaad2014_019p2, a2c9, ecaade2014_214j54, bcb5, bf48, 34f4, 43eb, af64, b774, c3bb, 6929, ecaade2015_122h24, 1724, 4d4f, 7b95, 11ae, b1d3, 653c, caadria2017_023j9, 2fe3, bc4d, 8896, 5794, 0f60, 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2713, 190d, ijac201614403l2, b4d9, 1354, e51e, a4c9, 426c, f981, 7400, 91b5, 1a6c, sigradi2013_234j, 0f21, 7cfb, sigradi2013_117o, 036d, 6d89, caadria2015_139c23, d1d2, acadia16_470c27, caadria2015_130r21, sigradi2013_117v, 700d, 6caa, d0d9, a3ce, ascaad2014_026e7, f570, eedc, c31b, a952, 75a2, c8d0, ea4e, e24d, b27b, ecaade2015_320r70, 2671, fd2f, 45b4, 2a36, 5344, aae9, 6a1b, 503a, caadria2017_009o4, a86c, a31b, 7fe2, 5dd8, 79ac, ijac201412304c1, ijac201614201v6, ijac201614303l2, caadria2017_055o18, 6014, 29d7, e0d5, 6a13, 7b1a, fc10, sigradi2016_571zz, ecaade2016_067d17, 1ad3, sigradi2015_11.196m26, e07a, 7f93, db85, 4257, caadria2017_048z15, caadria2015_030f4, sigradi2013_280p, 057d, 53b0, 9b67, 5f28, c5cc, 70b3, bcf1, 59d2, 05aa, sigradi2013_359e, sigradi2014_045c4, ecaade2016_073h21, 99f3, 9fdd, f09c, 4a34, a424, 8ff7, 5595, 5b38, acadia15_274m11, sigradi2013_342k, sigradi2016_654c, 6067, db76, 501d, cd75, ecaade2015_207t46, f98a, e39c, 60d1, afa7, 92cb, 5599, acadia14projects_435at, 6493, ecaade2014_159r39, 7f05, 2dec, 05ae, f245, sigradi2016_801s, c5a9, 3340, 0f3e, 4275, ijac201513101k1, bace, 9249, 686d, 380b, 9503, ecaade2015_35w6, 7fad, bdbc, 0a87, b11d, 48aa, 92e1, ecaade2015_215h47, 9301, df65, 8e1f, 26ce, c318, 9803, ecaade2014_089v21, 2100, ecaade2016_077o22, acadia16_214c14, 06c5, 2173, 510c, acadia14projects_23ad, 3da7, 557d, ecaade2014_057j14, sigradi2016_375g, ecaade2014_184j46, 38ac, b827, c4b1, e682, fffe, 4ffe, 77ff, b9f4, 0163, a70d, f587, caadria2017_101g27, be20, 51e8, 537a, caadria2015_130t21, df00, 4c12, acadia14projects_565j, 3c84, 8261, bb96, f196, sigradi2013_194k, 20a8, 2595, 6376, 92cd, 2418, 75f4, a616, 3502, 977b, 7481, 9f1a, dbc6, ijac201412402w4, b630, 5e02, b19f, acadia14projects_619ab, caadria2017_123f32, fe2d, caadria2017_009l4, 3556, 8f06, caadria2017_056g19, ecaade2016_026u7, 1179, 475a, 555b, c80f, d8d5, sigradi2016_636n, 9d1e, ecaade2014_224a57, c8bb, 4b19, ca83, 9287, 4401, 6ef4, 351a, 85c0, ecaade2015_227k50, be36, 439a, 90d1, 0745, 8ff6, 72c4, 5b6b, c791, 780e, 6592, 98f9, 885f, 1d66, b413, 3b47, 66f9, ijac201614208v13, bf21, 0625, c200, 5c7c, 4250, 8ca7, 169c, acadia14projects_135o, ijac201412301r6, 5378, a576, 746d, b166, ecaade2016_007d2, sigradi2015_6.327u8, 778e, cd62, sigradi2015_13.316u28, c566, 5355, d162, ecaade2016_191x50, 639d, 947e, b129, 5bd8, 311b, 6c0a, 9b06, b1d0, 7e98, f05e, 014a, 4ca3, ed54, 5e92, acadia14_389e, ecaade2016_072t20, 7002, 8ab6, f366, c4db, d481, 11e6, d1cd, bc9f, c1ca, 2d47, 18d4, b8a9, fb5a, ee73, 50da, 1618, 5022, ecaade2014_186a47, ijac201412402l5, a678, 69f6, 8866, 6569, 09d7, 7917, 4900, 3c96, 36b3, acadia14projects_291e, 2814, 2d39, 3ef5, b5c8, ecaade2015_317b69, 36ca, 5336, 6f89, b476, 7cbe, 0084, sigradi2013_390, 859f, 1290, aede, 5025, sigradi2013_157, 4ca4, f03a, 0294, 0391, fdc8, ascaad2016_045a19, 16fe, 0845, 80dd, 86f3, 3ffd, ecaade2015_301p65, b94e, d881, 20a1, 1318, 692a, 5495, a790, bdbf, 3cf1, acadia14projects_709ap, 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acadia16_308a19, 5e13, ecaade2014_195x50, sigradi2016_364oo, 3de1, ecaade2014_224t56, 68f0, ecaade2016_198n52, b883, sigradi2016_441pp, 3843, 7054, acadia14projects_145k, e4ad, sigradi2014_238y8, 06ca, 8814, b654, b01b, 3540, ece2, 7906, acadia16_280r17, sigradi2015_10.138d19, eb66, 8e7f, ecaade2016_068b18, a550, fac1, 6e01, a2cb, ba73, 7afe, 50cb, ecaade2014_015n3, 1ed3, 2f9a, a355, 9ca3, b66f, 2867, d465, 16a9, ecaade2016_094s25, cf24, e6ef, 762f, sigradi2015_8.264m14, 7241, 7351, b89a, ijac201513205m8, 9f89, acadia14projects_357av, 0cf4, e489, 5a68, 0bb0, b840, ecaade2015_284u61, 1135, ecaade2016_068m18, c238, cdb2, ecaade2014_120j27, e8a8, 3447, 6bdf, 2871, d588, e858, 9d64, 78b3, e7dc, ecaade2016_151k41, a5fc, 9c64, 1149, b87f, ijac201614208f14, 61a5, 3566, 89e5, 105c, acadia14projects_479k, a233, 5e60, 3868, 241b, d3e7, 6afd, d98b, 1455, ijac201412402k5, 6cae, fdf1, 0828, 46af, ed7f, 1a1f, ecaade2014_157l38, caadria2017_051c17, 59e0, 7f80, 05a0, ba51, sigradi2015_sp_8.284n30, caadria2015_145z23, 7938, a799, ecaade2016_136z38, 4d2f, d549, e6b8, 6ffe, c271, acadia14_497t, sigradi2013_400p, 0a1a, 980c, 0ced, 3baa, 6edc, 43da, 6313, 6236, d951, 12a6, 80b3, 1230, ecaade2015_161n34, 5952, de0f, 5a9e, 7346, ecaade2016_063j15, 9780, acadia14_479l, 3895, c475, c1fc, acadia15_47b1, e52a, e10f, 2dbc, 28c8, e741, f74d, d240, 2eb0, 0f73, 5c93, 6d3b, ecaade2015_298m65, ascaad2014_013a7, 8036, f931, 0b99, ijac201412203c2, f1b7, 3564, acadia14_339az, ecaade2014_218u55, 9cf3, caadria2016_851w35, 9bee, eea2, ascaad2016_051e21, e7db, 84ba, ccd6, caadria2017_035w11, ebf4, a39d, ecaade2014_157i39, dc8b, 922b, acadia14projects_579m, ascaad2014_008n4, 3853, acadia15_333z13, 493f, 901d, sigradi2016_714pp, 8575, 2ba7, 2251, ascaad2016_054p21, 4475, 618b, acadia14_33aj, a9f9, 718f, ef3f, af43, ijac201412405e9, 1c71, ijac201614407w4, ab87, c71c, 088f, 6ec1, f99d, c211, c52b, b40e, dc4d, b21e, 3ff6, 4abb, 436e, 38d4, 539c, 1076, caadria2015_218z33, 4960, ac21, 1fa4, ecaade2013r_003w2, 53ec, a94d, 4370, a09b, 939e, b16c, eef7, 0a56, bbe7, e567, 4742, db5c, 391e, caadria2017_123j32, 2a65, 2328, 1a92, 3b42, 586a, ijac201614102y2, d8b6, 9146, 93fb, 0c90, 1c01, d081, 8e7e, 45c0, 7b05, eb29, 8a8b, c372, 5f1e, 1d20, acadia15_81w2, 5d56, 7a24, ecaade2015_15a2, 9e73, b0a9, 86b2, cdff, 520c, caadria2017_005k3, 8fd7, d2b9, 380f, ecaade2016_241c64, 5c0c, ascaad2014_032r9, sigradi2013_263, c150, caadria2017_163g41, ae3b, 6053, 3921, c85d, e26a, 1059, 209a, 6fa7, 0682, 6fda, a748, 61aa, 4b1d, d202, 5ccd, 412a, 7cc8, 2dc7, 79bc, f690, cb0f, a98a, ecaade2013r_004d4, 2e8b, dcb0, 97ff, 4ed8, 4cf0, 0a7f, 599e, sigradi2016_375e, caadria2016_187p8, 8625, ecaade2015_86d17, 29c3, ecaade2016_225f61, bf8a, 3be7, 3c35, e5c7, c43b, 82f8, caadria2017_132h35, sigradi2014_018j1, 833f, b719, 0f6c, eb43, adec, 185b, 7a2f, 3dcd, 752a, f018, 0ee0, 298d, 357e, 53c1, 18ff, ecaade2014_157g39, d292, e44f, 542f, 5303, 8a4b, 301f, a128, 341e, f6de, 44e3, acadia14_479a, ecaade2015_205y44, e561, da31, a73d, sigradi2016_490ff, ascaad2014_032s9, 314b, 0818, 00f5, f0f8, ijac201614104y3, a712, ascaad2016_043i17, ecaade2014_024t7, a93b, 0b7e, fa6b, 6bea, eba3, b49b, caadria2016_013p1, 948b, 40d6, f768, 8152, ascaad2016_057m22, 27ae, ac63, c96b, 81b1, ascaad2014_007d4, 04c5, 810b, 5002, fe71, b869, 929d, ijac201614201n6, ecaade2015_268z58, e790, 90b1, 2079, sigradi2016_428j, 34ea, bd1d, ace7, 0855, d67d, 34e7, 6c6b, 6269, 2ea4, caadria2015_226l34, ec9c, c5a8, ecaade2016_238k63, 9a41, 4053, 5f13, 75de, sigradi2015_10.381h23, 02bd, acadia16_402v24, cbe3, acadia16_478l28, b9bd, 5497, 9b8a, a6dd, eef6, ascaad2014_005f3, 0bd2, ecaade2015_55c10, c777, 46aa, a8f4, sigradi2016_647rr, 064c, 6d56, 3e21, ascaad2016_038y14, 6842, 2f6e, cd1b, 88a9, 3e82, ecaade2015_314n68, 6c23, f36d, 2232, ecaade2014_072n17, acadia16_372i23, ascaad2014_011v5, ecaade2014_168r40, caadria2017_051r16, 5e80, acadia16_140x10, 0e2c, 1b12, 6548, 59a1, 60ec, sigradi2014_157e4, 6063, 2eb9, ijac201513201e6, 1057, aa0e, affe, 98a2, sigradi2015_9.141a16, e27c, fd1a, a4e6, 9f15, 6c65, 3d4f, 6a67, 24c3, 89cd, b190, 7302, caadria2015_004r1, 9b20, bfde, e9b1, 5e61, ecaade2015_199b43, 0d1b, 398f, a3b2, acadia14projects_365an, 434c, 5d61, 7fbf, 9f29, 5a48, a881, bcb8, sigradi2015_10.138v18, c716, dc51, 3862, acadia16_206j13, e964, ecaade2014_100k23, 515f, 13bb, e824, 73d2, ecaade2015_87w17, e7cb, caadria2015_130k21, acadia14projects_177ac, 869c, ebf6, acadia15_57p1, 1efb, bcec, 887f, 0c6b, 3b19, 4d8e, ef41, 5174, a70a, 78a6, 2b8b, 0753, 25f5, 5fee, 00bb, 7c5e, ba69, 649f, eb0b, 2c70, e837, ecaade2013r_011g7, sigradi2016_635j, e77a, 9dfd, 8a82, aeb3, a580, 17fc, c672, 3378, 8a5f, 7fcc, ascaad2014_017t9, caadria2016_829c35, ecaade2015_53t8, e7d6, 046d, 85a7, 2da9, 4b18, 0f41, 5257, c8d4, 6606, d827, c30b, 31aa, f4ee, f61f, 68dc, 8429, f5c4, 17b0, ecaade2016_025o7, ascaad2016_022u8, fd86, b87c, 9558, 610e, a9bb, 3af2, c780, 5ff8, 034b, a25b, 8b85, bb06, ijac201513204t7, sigradi2016_364tt, 75db, acadia16_440a26, 6db8, 4c13, d2ee, acadia15_223i9, 6c43, ea36, b6b1, d668, 2c09, 17f8, 4934, ecaade2013r_004f4, 8863, ijac201412203b2, f81f, 4232, d297, 65c7, 91b1, 94e3, d1d1, 3ec1, ee82, 5ff7, ae38, 8728, 22bd, 89af, ecd9, 5176, 9ae7, d702, ascaad2014_024z5, 24e9, b727, dc9c, 7a8d, 6575, ab21, 0313, 4581, ec8b, eb6a, acadia14_463a, b183, 1d51, 56dc, 2c15, 144a, 3c95, fa9b, 843d, aaee, 2c2d, 9efa, 5c04, 37bf, 5e96, a33f, 7c9d, 9c5f, ecaade2016_163p45, ecaade2016_190z50, f7a6, 76d6, 8367, 2e55, 50b1, ecaade2014_112j26, 1c22, b3fe, b98c, 489f, 940d, 963e, be5c, d120, sigradi2013_326e, 6308, 80a9, 66e9, e325, caadria2017_047y14, ecaade2015_143g30, 04c2, 981f, 9775, ccbd, 9e59, 2027, acadia14_637ag, acadia14_497y, 03da, c561, 50b0, 4285, ed4b, f427, dfc6, 1e82, 47ad, e699, 2771, 1d98, 1787, caadria2017_182p43, sigradi2015_3.209w3, 8e11, acadia15_417d18, f08a, caadria2017_056t18, e45f, 0d72, 0cd5, afb4, e65d, 79e3, 1cad, 142c, 615a, 8258, f37a, e270, b1f4, ac3f, 9572, fb43, 1d26, ecaade2015_61z11, a2d9, 24b1, d1d7, 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ijac201614201j7, 3c3f, 9e33, ecaade2013r_018o9, b21b<