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

authors Karner, K., Klaus, A., Bauer, J. and Zach, Ch.
year 2003
title MetropoGIS: A City Modeling System
source CORP 2003, Vienna University of Technology, 25.2.-28.2.2003 [Proceedings on CD-Rom]
summary We report on a new system to generate photo-realistic 3D models of real cities. So far, we focus on the accurate geometric andradiometric modeling of man-made structures. The modeling process starts with a 3D block model obtained from aerial images, aerial laser scans or GIS data. This block model is further augmented with geo-referenced terrestrial images of the facades. Theterrestrial images are either captured using a mobile multi-sensor-platform or an off-the-shelf digital camera. The relative orientationof terrestrial images is calculated automatically and fitted towards the 3D block model with minimized human input using vanishingpoints. 2D image features like lines are extracted from the images and used to model 3D lines using line matching techniques. Theextraction of dense 3D point clouds on the facades is based on a hierarchical point matching strategy over multiple oriented images.Facades are found by robust fitting of plane hypotheses through these 3D line and point clouds. The introduced city modeling systemdelivers a fully 3D geographic information data set and is called MetropoGIS.
series other
email karner@vrvis.at
full text file.pdf (1,485,503 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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ecaade2015_53n9, 0bed, b3ac, acadia14projects_301d, 3178, ecaade2014_180b45, 7bb9, cc3a, 4863, 2ea7, ecaade2016_047e13, bd63, caadria2017_124g33, e877, ecaade2014_215a55, 884f, ecaade2014_151z35, sigradi2015_9.152r16, f915, 1ef7, d126, 2af0, 22fd, f6f7, ecaade2014_226z58, 92b0, 8a71, c2a2, 4da2, 3407, 80a2, 368c, a505, 9129, 0d2a, a490, ascaad2016_045v18, 1043, sigradi2014_074f6, 16a7, 7ac2, 4068, ecaade2014_112w25, 55ac, 2bd3, 8045, 709a, aecf, 1bac, 9d7e, 93b7, de4a, 9fec, 35eb, sigradi2016_817m, caadria2017_145s38, acadia14_339aa, 06a8, 5ccf, 5ae2, d265, 3359, f522, da59, 1475, 2c12, ecaade2016_182r49, 37bb, 663d, 0dad, 138f, ijac201614403r2, ecaade2015_279z60, cf86, abcf, 2573, ecaade2014_100e23, d59a, 424b, cc8b, 0f1c, dad2, ffb1, ecaade2016_243n64, 12b3, 4f7c, db41, 01e4, ba3b, acadia16_280a18, f6bf, 61c7, ascaad2014_028u7, 77a9, ed7a, d38a, 51ff, 4b8c, 95e3, c39d, acadia14_691av, 6e7d, 653a, e08b, ecaade2015_206b46, d941, 67ae, b1c8, 631e, ecaade2015_138z28, 23f1, f3db, b1d5, 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3d42, 9cee, a971, a51e, 03d8, ascaad2016_057u22, caadria2016_861h37, 12ab, e80a, 8fc9, c3d2, acadia14_389a, 6c28, f2f7, 812d, 6764, 56c9, efde, 04d5, ecaade2016_118p31, 12d6, 01f1, sigradi2016_441mm, f43e, be80, ea9a, 973b, 17c1, b4f2, d821, e4c6, a109, ce30, ec97, cbc3, 6637, e9fd, 018a, b397, ba5f, 090d, e595, ecaade2015_115c23, 23cd, d55d, ed32, d6ac, 20f4, 5b35, ecaade2016_224z59, 0c30, ce94, ecaade2016_021r5, 8ecc, 5417, 145e, caadria2015_226v34, 7693, 118a, a106, sigradi2013_46b, c990, 0d35, cc69, 85aa, ecaade2013r_002f2, 5e65, b386, ecaade2016_123b34, bfe3, 1aa1, b551, acadia15_195b8, 444b, 78c1, caadria2015_126u20, 4b47, bcfc, cf2e, 7a84, 41ee, ecaade2014_187f48, 48e6, 1416, c9dc, dea0, 6eb1, 48a1, 6342, 9d10, 84ac, sigradi2016_599rr, 4366, bfa6, 7762, 4305, fda0, f4fd, ad05, 4813, 5196, 5ce5, 4ab9, e181, ascaad2016_026t10, 9da0, 2004, 8d6f, dc1a, ecaade2016_129d36, c01a, 0447, cce5, 6ea0, 60f2, 4a3c, ecaade2014_113v26, 5274, a5a8, d88c, caadria2017_023b9, a65d, 142d, 88c2, 0a1b, ab4d, c2ee, a584, caadria2017_109c29, caadria2017_029l10, 6117, c4c2, 11ba, ecaade2014_052b13, 6f85, 2fc0, acadia15_497n22, e3f2, ijac201513203b7, ascaad2014_029z7, a9d6, 88e9, 75be, 8ff9, 3e0e, fdf9, caadria2017_125a34, 946f, b274, d4b3, b2fc, b10f, ca8b, 13d1, ascaad2016_028u11, 7f83, sigradi2016_637q, dd9b, 7460, ijac201614103e3, 7f4e, sigradi2015_8.27p10, 1a81, b726, 967c, af25, fca1, 927f, 08a8, 7b8c, acadia16_280p17, 769d, ijac201614103k3, eb31, 5c87, 7fdc, 2c96, 4f71, cda8, 1dff, 53f6, 94cf, f84c, 7df9, 8286, 5db4, 1d1c, 6670, 747e, d8b9, 4f9d, 7cc3, 46d3, sigradi2013_248v, 2779, 21df, 2f11, d653, 5084, caadria2015_004m1, 9641, 125c, caadria2015_043l5, 3a84, d96b, 91b0, 9cae, 213a, 17b7, ecaade2014_153p36, ijac201412403g7, acadia14projects_189aj, dbd7, acadia15_451s19, 000a, ee8d, 3ecf, 069e, 43ee, bcd8, aeac, 97b9, sigradi2013_429o, 1d12, 0332, ecaade2016_068d18, ecaade2015_196h42, 08e7, 5afe, 9850, d3b7, ecaade2015_59o11, 0ba0, ijac201513304c12, 3f26, 3b38, e90c, 5363, 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sigradi2016_381v, a3d3, 2b14, a7a6, b795, f607, ecaade2014_173i43, 0aa3, 2e22, 1463, 175c, acadia16_260t16, 0c20, b202, a365, 7810, 06b8, ecaade2016_190u50, db76, 9627, 5c38, 866d, 986e, acadia14_637ai, 9352, 3520, 25f9, 59e4, fda4, 2167, 3279, ecaade2014_018y4, fc06, d816, 7a69, 5371, 5ee4, 1d70, c951, fc37, 6f12, 6e5d, cc1c, 3f5f, 4858, bfba, 7472, 1340, eb1a, 6dc8, bc40, d88b, 6726, 8a5e, 8a04, 3296, acadia15_137r5, cfb7, 7a47, sigradi2013_295c, ijac201614407c5, 01d9, acadia16_402o24, de5b, acadia14_301d, 6777, b6f3, aa2c, 8df7, 9c18, 3672, 34ee, 467d, fd1c, f600, 76bd, ecaade2014_168d41, a4a1, ecaade2016_230e62, c906, acadia14_117e, 348c, 330b, dc76, baaf, e7c2, acadia14_167v, 0e5d, c6e2, ijac201513302l10, acadia16_224s14, b8b1, ecaade2014_133n29, 9e75, 3a08, 5ad3, fab7, sigradi2014_137j2, 0219, cbd7, ed79, 513f, 3a8c, 6156, sigradi2015_sp_11.278m31, 1a0a, ee46, 1cdb, 5d19, 8de1, e09b, ecaade2016_120k33, df31, ijac201614307f4, 2bcc, e8e2, 3670, f048, 7d63, 4aae, dfed, b697, f2c6, 68f7, 66df, 31d6, caadria2016_745y31, bbbc, c275, e7fe, acadia14_125ag, 6613, 9135, 676e, 8b30, 1cb8, ecaade2015_33m6, 8f3d, a11c, 3cde, 4e7a, e297, a5d3, ascaad2016_002m1, a510, ecaade2016_164k46, 37b1, ecd0, bdef, ca12, 0df3, caadria2016_219k10, 31d2, 27a5, ijac201412402p4, 68e3, ec46, acadia14projects_111i, ascaad2016_007y3, 4683, c54e, caadria2015_150y23, 61ca, 77b5, 9ab7, b02d, 663b, d8cd, 57a0, ecaade2014_167l40, c2e3, 3a9e, ba4f, 9b56, 157e, 14f5, 1c37, 6686, afa2, ffea, 2733, 012a, 0243, sigradi2013_112, b6b2, 3092, 9db9, d1b4, 8725, e32b, 4838, 1e34, a511, 8a5f, d663, a67e, 92a2, sigradi2016_714rr, 10d2, f758, 07a4, 3a70, 30a4, bb58, 2632, 1b28, bfcd, adae, dc23, c207, bc7a, d867, 53ab, 59da, b79e, caadria2016_373l16, 3029, caadria2017_101k27, 2147, f34f, ascaad2014_002l1, bd5a, 97fb, 07b3, 4003, ff68, ba5a, sigradi2014_109i9, 4d4c, 9605, caadria2015_114p17, 3068, 12c7, 0bbe, d2b7, e578, 0eec, 82e5, dbc7, acadia15_47d1, cf27, 238b, b846, c62c, 7363, 19e3, 1025, 30f4, e943, 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eb9a, ca86, ecaade2016_ws-intelligentw68, 698f, 4dbb, 6145, 1a8f, 2e85, a6b4, 2b02, ijac201513303s10, dfae, 7124, 134d, d3b8, ae63, 757b, e020, bf56, 55bd, 3ea7, d42e, b3f2, 143a, d6e7, bf84, 644c, 2f7a, 53a4, f72a, a690, 737a, a812, cda2, 1938, ecaade2016_162w44, 01f0, 4b32, 4065, 2970, 9de7, 90f0, 6198, 055b, 11fa, a512, e98a, 5cf3, f67f, dbd4, c915, 4478, 5d3b, c6cd, 4e40, 15e2, 0fc2, 0691, 7511, 19a5, ecc6, 1de0, 6356, dc5f, sigradi2015_10.309n22, 117a, 1349, 9263, ecaade2014_128r28, d55a, b957, 15b3, 85bf, caadria2015_072m9, 45c7, 68dd, acadia16_382f24, 7dfb, 85e1, 827d, ecaade2016_018l5, b08a, e1db, bb3d, 4df5, 039f, acadia14_365ak, c2aa, e53b, 42d3, ab6a, fe73, f211, 9daf, 32db, 7f30, caadria2017_135h36, dd56, d56f, 6ade, 28f0, 08d5, 9d62, dbfe, 2c26, f689, c55e, 44f4, c6e5, 2816, 2477, 71e5, caadria2017_074k23, e2aa, 6bd8, 5faa, e465, 90a0, e474, b6f1, f318, 33f7, 757d, a0a4, 9720, 1370, caadria2016_177f8, 271d, 862e, 7199, d1fb, 47b0, 39b3, 9f3a, d0c9, 7cd2, ea8d, 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8511, 8629, 0865, 310c, 0231, 6ac0, 9edd, ecaade2016_126n34, 00a2, sigradi2016_625pp, 5fa9, caadria2016_425d18, 9da2, ijac201513206j9, ecaade2015_211b47, fc8f, caadria2017_104r27, 4bb1, 9ac1, b316, 1e09, 805e, e601, acadia16_130j9, fda6, 2203, ff8f, f82b, b38e, f76d, 7251, 3880, sigradi2014_045a4, b246, 06be, c53b, 950f, ecaade2015_287k63, 3c33, c126, bef1, 7798, b7ed, ecaade2015_22s4, 283e, fa96, 6fe9, e361, 7c6a, 6595, a081, 3e72, ecaade2015_18g3, 5705, 1c94, 123e, acadia14_291c, b00d, 25f4, 61cd, 92fe, acadia15_263u10, 97be, caadria2015_109a17, 2c69, 6a49, acadia14_63az, a85e, bffa, acadia16_12h1, c7f7, 2571, 0b3b, 883e, 5a52, 0fe7, 7eb2, 3ab2, 057d, sigradi2014_339w7, 2939, ef4c, 1501, f8a2, 67ab, 2b90, ecaade2015_161l34, ascaad2014_026f7, 9ab0, 680b, sigradi2016_550o, cfbf, 1caf, ecaade2014_218t55, 5638, 776f, f8d3, 1e05, ecaade2015_53u9, 335f, e287, c35d, 4411, b777, da9b, c7cd, ecaade2013r_009b6, 2bd6, acadia14projects_111h, 292a, 673a, 2852, 2b23, 6433, b9dc, 12be, e204, 14ed, 2ae3, ijac201614101b1, caadria2017_122t31, 98c9, e543, e270, 1919, caadria2016_157x6, c99f, d921, 3a61, 7956, caadria2016_343g15, 3196, abfa, 14bd, e48a, 94ef, 8027, ijac201614405w3, e3b6, 51c3, 6bea, ade6, f119, 036b, 2bf6, 8dac, acadia14_463t, e7d8, sigradi2016_673ff, caadria2017_016z6, sigradi2015_6.183m8, 17a5, sigradi2013_359d, 2b11, 9e21, 4cd3, 25c9, ecaade2013r_001k1, ecaade2014_233s60, 18c1, 1bad, 7f86, 417c, f9e1, 24df, 1bd8, 8ebb, 888e, d9c8, ae6d, ecaade2014_094k22, 2144, 947f, 2746, 0240, d1d3, c16a, ecaade2016_068x17, a51b, 4d7b, ijac201614102c2, 4004, d458, 0ddf, 30d9, 2af1, 16d3, ecaade2015_325c71, b8ed, 43fc, 53a6, 0bd2, dad0, 5521, 149a, 567c, sigradi2014_263k1, 5a8e, ee57, fa77, 1fe1, cfe6, e179, c390, 70d3, ecaade2016_243c65, 87ef, ecaade2015_144f31, ca63, acadia16_54x3, a456, fd51, acadia14_357b, 0880, ca66, 29f8, 8be8, 0d29, 7ede, 7800, 88e3, c4b1, 330f, ecaade2014_066z15, 81dc, f7d7, acf8, 28e0, ecaade2016_tkoj67, a742, 80d2, bb8b, 422d, ecaade2015_116g23, a250, 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01cb, ba94, f349, acadia16_372c23, 3bc6, d0ad, caadria2017_123r32, ffc3, 219c, 5ec5, 4f52, caadria2016_517a22, 63cf, c7a9, fc33, 9601, 6a2b, ecaade2016_032o8, 2f23, 12c2, acadia15_251g10, 1afc, f97c, sigradi2016_590m, a596, acadia14projects_317u, acadia14projects_609at, ef8d, 16ef, 243a, 677d, acadia14_579aw, b84d, 952e, acadia15_451i19, 4174, 2956, ascaad2014_030b9, sigradi2016_814l, 4c42, 9ea4, 4437, b7ca, 797b, sigradi2015_3.43l2, 1b46, c2f3, 8c69, 3c6b, 355e, ecaade2014_139e31, fb66, acadia14_63ai, caadria2016_187x8, e5d1, 2bee, 7823, ascaad2014_004f2, 6c27, 2b77, caadria2015_064u7, b765, 6aa2, caadria2015_078k11, 834d, e40f, ff07, ecaade2014_024n7, 6544, 75d9, a2a4, 83ee, ascaad2016_047u19, 6727, 5b0b, 2299, f473, acadia15_483c22, 0ddc, 2ade, f0ad, ad5b, ba76, 306f, 7af8, acadia15_357o15, 0eb9, acadia14_601ab, 3a8b, 08ae, 7e43, 2324, e24c, e50b, 6b68, 15e6, 9f22, ae60, 3e52, 871a, 5757, ascaad2016_007n3, cf91, acadia15_173o6, caadria2016_033w2, 317f, caadria2016_601o25, 29d1, 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ecaade2015_296o64, 8e50, 9643, 2490, 9257, 55c5, b906, 18f0, ecaade2016_217h56, 2f0b, 31a4, 0ec5, d7b6, 544d, 8afb, 6567, dc09, 4be4, 9bae, a7c0, caadria2016_487k20, 9b50, 33e9, 5cb6, 7a6c, c0de, 12ff, c26b, 75ba, fc88, fabe, sigradi2013_226, 628f, a63c, c115, 2555, 09bf, acadia14projects_435an, acadia14_43al, 75af, d768, eebb, acadia16_116w8, 32df, caadria2017_037e12, d699, dbf8, c7ba, 26e0, d757, 0389, 8ec4, c5ac, 808d, 14b7, b83e, a34d, 6995, ijac201412302l7, cb17, ca54, 51fb, a189, de58, f6ef, fc51, c843, 3568, 20c6, f045, 7125, bc7b, 50c5, 246e, sigradi2016_356b, 72e9, dcbd, a07d, a06e, 1b81, 998c, bed1, c839, 40bb, b785, 1931, ascaad2016_008d4, c32c, 463d, ecaade2014_010z1, sigradi2016_686xx, 380b, 6eee, 3b22, 9d17, ecaade2016_222l57, 521b, 04af, 3f03, acadia14_435aa, c755, ba27, ad18, 7b21, 1c2e, 77ab, 887b, ijac201614208d13, e2ff, 3657, ecaade2015_18y2, 8ea1, 0238, dc4e, caadria2016_435k18, 4d4e, 7e68, 87db, 5927, 76b0, cbfd, 5e99, 6118, 92c9, 1d36, ec64, 00f6, d750, 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23e3, ddaa, 03f0, ed0d, 1b3f, 5224, 2396, 04ff, ecaade2015_317f69, 9007, 6fe5, 17b5, caadria2017_003o1, 700a, 22ea, 16d4, f2e7, e660, 7bbb, 8325, 2e01, b9de, e3e2, c2da, acadia16_140d10, 6357, f068, acadia14_339az, e558, f55d, 5c5d, 6fff, 354b, sigradi2016_710ii, 0803, dde1, 9c4f, 7658, 7e21, ascaad2014_034k1, caadria2016_539e23, 2f69, f222, 3b25, 3377, ecaade2015_109x20, acadia14_619y, 9e4c, ascaad2016_010d5, 672d, 3b04, caadria2016_321j14, f88f, c50f, 84d3, ef38, 91d6, sigradi2013_330, acadia14projects_375l, acadia14_125t, 053a, acadia16_382z23, 0d16, 36a8, ecaade2014_104n23, 64e6, 275a, sigradi2013_391, 85fe, 2dc3, 49c1, acadia14_167ab, 3189, e81b, f9fd, sigradi2016_446i, 0232, a372, acadia16_260l16, 447c, 015e, 9569, 5b05, 74ba, dfef, 4469, fa6b, 71f7, 245a, 29e0, 444d, 0ad3, 9558, 53cf, cb99, 418f, f7b5, ecab, sigradi2014_197v6, 246c, 5c49, caadria2015_203i29, b12f, 7932, adc0, acadia16_362k22, 913a, 038b, sigradi2016_809uu, 1113, d967, 1fe0, 0b3a, b8b3, 7caf, 1762, a333, 548b, 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fd26, b5b1, 9f83, c84d, da43, caadria2016_291v12, fdd2, cff6, ijac201412303k8, 20bd, 6a07, f711, 927a, 8b65, sigradi2016_809oo, 3958, c63f, 1a89, 0ad2, 6b02, b9d8, dbd8, 7730, 4b51, acadia15_203l8, 3721, 4a23, ee1e, ecaade2016_095w25, ecaade2016_221s56, e06c, cc8f, affc, d852, cf57, 5fc4, 373c, a4ce, c167, 84d9, ecaade2015_143r30, acadia14_53m, 8401, b442, caadria2017_174v42, 5ace, 14ea, 1f66, ecaade2016_123u33, ijac201412407u9, 0a10, aa1e, 80b8, d1c1, ecaade2016_130i36, c8ee, b596, ascaad2014_009e5, 26f8, 9ebc, 2fa7, 2b85, d01a, d2ee, 2078, 3399, ca8a, 4654, 3493, aaf5, 9eba, 8013, 2770, 8212, aa6f, d7d3, acadia16_214t13, dfe2, dcac, ca53, ed47, f717, 1ce5, a2d3, 0f90, 69f7, 64e9, 4136, f8d5, 3310, 01dd, 6469, caadria2017_142c37, ijac201412401s3, ecaade2016_021b6, f106, 903b, 4a69, 17e0, 65d5, bd85, 0708, c499, acadia16_344i20, 12da, 2904, 6f21, 3e13, a91c, affb, ca33, 7c04, ecce, ijac201412304y9, 65f0, c4cf, dc4c, 2fd5, sigradi2015_8.289f15, 454c, 8d6b, f637, 4ec8, 7429, 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447a, caadria2015_185i27, e78b, df75, 16a1, 764a, f5f5, dac1, 49bd, 3f8d, ecaade2014_108h24, 8245, abd4, ee50, 3a78, 1d05, 8bd7, b27c, 1b97, 323e, 24b0, f2ff, 610c, b8c7, 98e7, 3921, 43bc, 750d, d7fa, 53c8, 3c8d, ecaade2016_154l42, 07bd, acadia14_565z, f63e, ecaade2013r_003y2, b2b2, c453, 9cc2, 99e9, c76f, 5cf0, 668e, ijac201614103j3, 45ce, e51a, 3966, 8ae7, d215, 39c7, 1a67, b498, acadia14_539a, caadria2017_163h41, 7739, sigradi2015_4.52m6, 7c4b, aa40, 645e, acadia14_549u, 7e5e, ascaad2014_001i1, bf13, 5270, ecaade2015_17k2, fe65, a102, 5,7e+10, sigradi2015_10.138c19, ecaade2015_33f6, acadia14projects_389ay, b696, ascaad2014_004p2, 8252, ee47, fc94, b6f2, ijac201412405j8, e493, d105, 4673, ace5, 2cc5, acadia14_427ak, 1edf, 3911, caadria2015_087p13, caadria2015_208i31, ecaade2015_248n56, 16b0, ded4, c61a, dc39, 1145, 00c8, 4903, ecaade2016_166n47, 3a40, 1c3e, 2d94, 332b, a4a7, 42b4, 3a87, 4f56, bfad, 81a2, 14fe, 1a0b, 108f, 8660, ecaade2015_253r57, d5d0, sigradi2014_197a7, 3fdb, acadia14_531z, caadria2016_703o30, dd4f, d45b, d301, 7df8, 8333, 6f11, b745, 032f, be60, c989, caadria2017_003d2, 3bd3, c657, 2178, 9b04, 9231, 859b, 94e6, 259b, 2e3b, sigradi2014_074t6, 13ab, b912, 1c1f, 59b4, f852, a5ab, 1433, 6f82, sigradi2014_276z2, ijac201614302a2, 7d60, 82ae, acadia14_399an, ijac201614201f6, d89d, ecaade2015_92y18, 46a2, 1292, a5c1, 1950, 2de7, caadria2015_124y19, 9a43, 6f4f, ce72, 87be, ea29, e53e, 8975, acadia14_619as, ijac201614201d6, 09f0, 0bd5, 1ae7, e1cb, caadria2016_735t31, 2646, 37db, 5e61, acadia15_395b17, 3d18, 7d2e, 6a2a, 6631, f866, a412, 7106, sigradi2013_43s, 7fe2, fefa, ecaade2015_221p48, 82b3, ijac201412306v2, 9aa6, e883, ecaade2015_127c25, 946a, 7f89, fa9f, ecaade2016_047l13, 1ff8, 758e, 645c, caadria2016_631i27, d9c6, ff5a, 3a06, 34b7, 9c24, 808e, sigradi2013_313r, 8016, 3138, caadria2016_517d22, af09, caadria2015_145t23, a610, 976e, acadia15_123r4, 1ec7, sigradi2013_280o, 6f5d, 4c60, 28f9, 4319, 30a9, c6c4, 6c45, 2a79, a3c6, d599, acadia14_91r, 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caadria2015_023v3, 60b0, 5a7a, a92e, c503, b2f2, 9466, 98bb, 0e5a, 678f, 3a98, sigradi2015_6.387n9, acadia15_371g16, ecaade2014_180l45, 40bc, d770, ecaade2015_17v2, acadia15_483d22, 017e, ec06, 751e, c537, edde, ecaade2015_317u68, 226b, ecaade2015_158b34, 90ac, eb38, 39b5, 5410, c9a8, 9c25, dd2d, caadria2016_797y33, c55d, 335a, 8dda, acadia14_463n, 5922, bd6d, 3b0f, 7577, decd, 3a0e, ijac201614403u2, caadria2017_118a31, 026d, 5fe6, sigradi2015_11.142g25, 5cba, cfef, 18fe, c47c, c392, 22a7, 0814, f293, 7450, f327, ecaade2015_333k72, f94d, 7f25, 79f3, 7c81, ecaade2015_53u8, caadria2015_023b4, d5bb, 1a00, 92c5, 01cc, e31a, ijac201614202p7, 5939, 66fb, sigradi2014_043z3, 20cd, 3781, f3d4, 979e, e2ae, acadia14_709al, b30c, 8b7e, 395d, ecaade2015_86p17, 444c, af3c, ecaade2015_248j56, 97bd, d5b7, 728c, sigradi2013_397d, sigradi2015_10.220e20, caadria2015_185n27, fe40, 255d, fff5, fc5b, sigradi2013_244n, f768, ef23, b405, 4973, db4a, sigradi2016_448y, b2d1, f076, 43ce, acadia15_381s16, 0d98, 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ijac201412302f7, ecaade2015_261g58, 0417, ecaade2014_208d54, 7fdd, acadia14_555e, e500, a064, e944, ijac201614201d7, 1e38, acadia15_263y10, 89b4, ecaade2015_91e18, ba6c, 0ea3, cfa1, 0b2b, sigradi2015_8.47j11, 33d5, 38e0, 94e3, acadia14_167y, da3d, 09b8, 587c, 796d, 184e, 6dd3, 28da, 77ee, 910c, 452e, cd36, 179d, e3a5, 632e, d021, 8ed6, 4c24, ecaade2014_168i42, 1203, d0bf, sigradi2016_595oo, 7267, c9bc, d943, bb17, a828, ijac201412207h5, 70f8, 218c, 7320, sigradi2013_387z, 886e, 93b9, 7546, a874, da0b, d346, 950e, c0a0, acadia14_229g, 3a48, ecaade2014_157w38, f002, 5f3d, 6061, caadria2015_065y7, 0a72, 44ee, sigradi2015_sp_8.326x30, 012c, 8251, feb5, af9b, af1f, 541b, 4012, f1c0, 7c8a, caadria2016_209y9, 1961, 9a4b, 2139, ecaade2016_147t40, e82f, 390c, f547, sigradi2014_284c4, 86f0, sigradi2016_430m, 7e20, 2a77, 7009, bb87, 431f, ac72, 7684, 39f1, e5d5, ecaade2016_078w22, ce55, f304, 2bb9, ascaad2016_016u6, ecaade2015_248h56, 738d, 310b, 437c, 950b, acadia15_243y9, 1df8, acadia14projects_177o, 285c, ac38, 3d30, a825, 4cbf, 7db3, ecaade2016_058y14, 2b09, 93b8, ecaade2015_215o47, 0d38, 5206, a4e5, 0579, c6e6, sigradi2016_615bb, 1ff7, 6532, e31d, c233, 7c01, sigradi2016_512b, ec02, 29f6, ce69, ecaade2015_241s55, acadia14projects_463h, ijac201513203y6, caadria2016_673w28, 0b6f, 2caa, acadia14_63a, df43, ecaade2016_074j21, e173, 6721, ijac201614208z12, ecaade2015_180e39, 97a5, 384c, caadria2017_005a3, acadia16_140y9, d7f5, b3d1, c808, ijac201513304d12, c540, 7098, ce3e, 8616, 4623, c846, b344, ac24, 96ef, 997f, f556, 2bb7, 8a64, 08b7, aea3, e4c5, sigradi2016_724vv, ijac201513203s7, sigradi2013_397f, 1515, f9a2, f2f6, dce6, 6d55, e4e0, 9a62, ecaade2014_186k47, 53ba, ijac201513305k12, c1b9, 1b38, c3cc, b791, 9133, 15b6, 78ab, 09cf, 1817, 4e9a, fed6, f285, 9d07, 961d, 84e5, 13a1, 5e8a, ijac201412304n1, 67ce, 915f, ef65, 7ebe, 1701, 6ae4, 7939, 3255, b4b8, 1f59, 568a, 6115, 835d, 5968, 6d9e, ecaade2014_094p22, b1fc, acadia15_47l1, 5e50, 89f2, 8eea, 79b4, 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ijac201614201h6, d3a8, 9618, 8990, de31, fdb4, bb22, 3403, 9dd9, 0cef, 5166, caadria2017_189b45, ascaad2016_013b6, 4385, 654e, caadria2016_135w5, ed33, ecaade2015_83t16, ecaade2016_071c20, 985e, ecaade2016_120m33, b9b8, 7ad2, cdbf, 9f10, ab2d, 1d71, 7cb4, 156f, d7df, 6faf, e232, 31a9, 54ec, edf5, 609b, ecaade2015_138e29, a484, 587a, 83a6, ecaade2016_171c49, ijac201614204u9, 4a45, b512, 9dde, 87fe, a292, ecaade2015_82w15, 70da, fc78, 8fe8, 35a6, caadria2016_517u21, caadria2016_115j5, d9af, 4995, 2336, acfe, f169, a506, 37de, b2cf, ad4c, e848, dba7, dff8, bcd7, d5f7, 571c, ascaad2016_038a15, 9313, be2e, ecaade2015_48k8, c61f, ed7b, 1f1d, 1fe6, 71f8, d299, 6d98, 1691, d8c8, caadria2017_005u3, ecaade2015_55h10, c059, 8247, f031, acadia14_435am, ecaade2014_194b50, 7833, bf45, b9ad, 9fb4, ecaade2016_ws-intelligentb69, 585b, e2d5, c2ff, acadia14projects_445am, 6f1c, 922a, 2541, 88f0, 33db, ecbf, 026a, 415b, 3c2e, 9696, acadia14_357a, cc9a, a524, 7a14, 4736, ecaade2016_023m6, 0a3d, 18ff, ecaade2014_054t13, 0572, 8f9d, 7d70, 65a1, ab5f, 3b43, 4f88, 4a54, 03de, ecaade2015_122p24, d2da, 7605, ffec, c3b0, aa46, 6cb0, 3db5, acadia14_719o, 8763, edb6, 0a8c, ecaade2013r_002u1, 74f8, a3c1, 3b05, caadria2017_174w42, b80f, 0eef, caadria2017_003r1, ecaade2015_233b53, acadia16_244o15, 9db1, c9d1, caadria2016_745w31, ecaade2016_018z4, ecaade2015_101d20, 560a, 0b94, 3f69, f6a7, ddd9, acadia15_137a5, c35b, cceb, 2282, 1d6b, 9550, acadia14projects_219av, acadia14projects_145w, 7aca, 4cc1, de73, 6deb, caadria2017_115k30, 2a34, 2f81, acadia16_124b9, 938a, 5718, df8c, a996, 8c75, 1227, 5312, 0350, ecaade2014_225e58, 9cd5, 266c, f31a, 6024, 33cc, caadria2016_861y36, e679, 22b4, 2ffc, 6466, 9c16, caadria2017_062u20, caadria2017_118e31, a3fd, 309a, 7f4b, 7967, 7411, ecaade2015_304y66, ecaade2015_138h29, ecaade2016_113u30, a8f8, 691d, b19d, sigradi2013_387d, 810f, de14, sigradi2015_sp_8.284m30, 10d4, d1c4, caadria2016_851r35, 2df2, sigradi2016_408x, 1b4c, ecaade2016_018u4, 39ca, 4479, 9e34, 22c4, caadria2015_061g7, 0465, 8174, 8b3b, c8e7, c917, sigradi2015_4.52o6, f73a, e879, acadia14_63ae, fa74, f311, acadia14_63aj, 368e, acadia14projects_247m, 82b1, 3206, 0713, ff4a, ecaade2015_200m43, f30b, ecaade2016_025g7, 6221, 7553, ijac201412303j8, c7fd, a240, 098b, 1ebc, 0024, ecaade2014_018b5, 7aef, acadia14projects_145ak, ecaade2014_237x60, 3bb0, ee02, 902f, sigradi2015_8.239y13, e2f3, c161, 57fb, 4dbd, ca20, caadria2015_049e6, 0b73, 5525, e4c1, bbe1, ecaade2013r_011f7, 88a7, bb2a, caadria2016_197r9, d6b2, 147d, caadria2015_090c15, b64b, e9d0, aacd, 0798, d6c2, acadia14projects_463a, ecaade2015_196m42, 2af4, 5e6a, acadia15_185c7, ecaade2015_37g7, 8ef9, 5a1a, 7ecb, 0a0c, af6e, 7c20, ae75, f4fc, 7e26, ecaade2016_077x22, 7e95, ec44, 0051, ac06, 85e9, 3ec0, sigradi2014_263z9, 11fe, ecaade2014_122w27, d1a6, af1c, caadria2017_132t35, 7412, 81ad, 61f1, e69e, cb8b, ecaade2016_208t53, 759d, bcc4, f79f, sigradi2016_450rr, 7fad, 3c20, ecaade2016_118k31, db75, abb7, sigradi2014_313h6, ecaade2016_002g1, eb20, 5d6e, e635, b50e, 6d7a, 41c6, 0f05, 337a, a678, 9a09, 38f0, 85b3, daf2, sigradi2014_284e4, 4b73, 816f, d7a4, ecaade2014_084a20, f0b4, 3918, ac1a, 2412, d2fb, sigradi2013_248c, 9fea, 58dd, 13f3, bd7d, caadria2015_069s8, 9bd2, 51d1, 5b74, 5682, 963b, acadia15_173z6, b848, 6849, e0ec, sigradi2014_239h9, ecaade2014_042l10, 2bd5, 32d1, 43e6, e6c8, 68ce, 4ea6, fad0, ecaade2016_126r34, c5b1, 0094, ecaade2015_206h45, ijac201412405y8, 4e57, ecaade2016_075c22, 7217, 20d6, 602e, 685b, caadria2017_005t3, caadria2016_851j36, 813f, 488b, 379b, 9876, 6a7d, ff9f, 5da8, 3f97, 922f, b2ee, ebab, 0aa0, 8944, 2bdc, ecaade2014_224v57, sigradi2015_9.347b18, 96bf, 9cf4, d5ff, ecaade2015_235s53, e8e8, a271, 1081, 8248, c172, 296c, 1d94, f350, 378d, 2bb2, ecaade2014_224l57, 4f66, sigradi2014_291p4, 9d81, d0d5, 4ce3, 0048, 9db6, 9052, e3d7, a1ff, c065, ijac201614308m5, 0db9, caadria2015_156m24, 6b08, 14ca, ecaade2016_158j43, 5984, 46bd, 5f5e, 3264, 03db, 3756, aa8d, f406, bf00, 524b, cc35, deab, 6ac3, ba61, 0315, 0a98, 40cc, sigradi2015_10.140g19, 38bb, 2a3f, bdfc, d0ec, 5fd0, 8d1e, f094, bbcf, 691c, f8bd, 7ab0, sigradi2013_407j, 163a, 3864, 5c5a, 0f69, ddb7, e9f2, caadria2015_087h14, 96a1, ecaade2016_223y58, ecaade2015_201z43, 69b4, 92d8, 371c, 4c53, 96b3, fa4c, caadria2015_072n9, f114, ecaade2015_77e15, caadria2015_090y14, fe4d, 16bc, c8f8, 6d88, cbe5, 69ba, bdb7, b421, 5a73, 30f3, 497f, caadria2016_507g21, b079, c070, 1d5b, caadria2016_559w23, caadria2016_651e28, bc3f, e182, 4483, a832, 4cfe, c6b9, 421b, 13ca, 3e07, 84b9, 7f3b, acadia15_497f22, a07b, 77e0, 2d17, 1deb, fa51, 7c0c, ad0c, e7b2, 721c, 1626, 06b1, ecaade2014_111r25, ecaade2015_127d25, 1886, be99, ecaade2014_010t1, b1bd, 4f59, a7f1, 9c6d, bf9b, 30be, 02f0, 62e7, caadria2017_031h11, 9dcb, sigradi2014_313w5, 197b, 1eb1, 5069, a09d, a7a4, cdff, ecaade2015_298j65, 0626, ecaade2015_84y16, f7be, af0e, ecaade2015_138i29, 952c, 5e02, b8e6, acadia16_244p15, 8dbb, 7ac3, 973d, ascaad2016_013c6, 9dca, 982e, a936, ecaade2015_221z48, 2c02, 2a4a, 32fa, caadria2015_048s5, f597, 5905, 1692, acadia14projects_699s, e2a7, ijac201513105m4, fd91, a162, 9151, 9bd4, 6ab5, c0be, acadia14projects_357ar, ca4d, ebb0, 339d, db34, 2992, 5d1a, 487f, sigradi2016_602qq, 2400, 6962, f630, c73d, 3b41, b1e4, 543f, 2190, caadria2016_851m36, 1a3f, dbbe, ecaade2015_35a7, 8cc7, 7dc6, ecaade2014_072o18, e8a5, ijac201614203u8, 3cd3, c1b1, 985b, 891c, acadia16_318j19, bac8, e2c4, 3a38, ijac201412401n3, ecaade2015_269i59, c2ef, e9e3, d640, 1f20, 9b15, ijac201614303j2, c274, ff91, c246, fee8, ijac201513102e2, a215, sigradi2015_10.378c23, 7f85, 651b, 43ba, 3efd, b2a9, 2a70, 9a74, 6d8d, 2ef0, dadc, bfeb, c391, 10be, 8242, 9b91, aab8, 6644, 1ff9, 2502, 23bb, e000, c8c2, 7de9, 1628, 7ff0, sigradi2015_9.152m16, d0a4, ascaad2014_005l3, 77f3, 604b, 353b, ijac201412402k5, 665d, f1b1, 5b7a, e32c, 5225, 866b, adbf, 028c, a9a1, ecaade2016_074m21, 391c, c159, 0a8f, 2137, ecd1, ecaade2014_104t23, 31ab, 26a0, ecaade2016_126p34, c480, 7b20, 9aff, 01a0, aba7, 1951, cb4e, 4156, ecaade2015_35x6, 2436, acdb, a625, 2abd, ijac201614407w4, a4c1, b12e, f76b, fa9b, 817c, caadria2016_517g22, a23a, ijac201412408a2, a267, dbbd, 4f80, 71ee, a69c, 6b51, fc7e, ijac201614405n3, d9f8, 7635, 7855, 369e, 5504, e8d8, 61e2, 9046, 985d, ed75, 0a2f, caadria2015_130b22, 211d, 0046, c3c0, 0def, 1530, 2fb4, 39a0, c711, ecaade2016_015y3, ecaade2015_233g53, caadria2015_203o29, de98, acadia14projects_281z, 3fb7, 9e87, 7835, 71a4, acadia14_43aa, 8f96, 8a41, 47b1, f134, 6652, 0879, 06ac, c9f1, 739d, ba20, ecf2, 864b, 4a52, 6eb8, 83a5, ijac201614306z3, 846b, 6435, 68fd, c53f, ecaade2016_136r38, 4eb9, ecaade2015_336e73, ecaade2015_227j50, 2b56, ecaade2015_233f53, 4638, aa78, b111, sigradi2015_6.387i9, ca78, 374e, 26fd, ecaade2016_132w37, 4a25, b353, acadia15_47c1, cd5c, 294a, ecaade2014_194l49, 14cf, 86c8, ecaade2014_023o6, 93a5, cd00, caadria2015_073c10, ecaade2015_91f18, b51f, 3422, d9a6, 3dfb, cd2e, 077e, ascaad2014_019i2, 464b, dfe1, b44d, 23bc, 60ed, cb6b, 0e3f, 3c82, faf4, 4190, 2dfe, 8d05, ijac201513101c1, 9581, 62ec, 1c0f, bdd5, 1213, 4bbd, fd0f, 011f, ac4b, db0d, 8c1a, ecaade2015_194d41, 7cbe, 7990, 0d11, d283, 837b, 7883, ecaade2015_73i14, f578, 0df7, 6dcc, ab20, ec81, d1fd, acadia14_699t, 66dd, c90d, 7bee, acadia16_12j2, a3d6, ecaade2014_157s38, 3c6e, 08eb, 78ba, caadria2015_073a10, acadia14_101ac, 821b, 3468, e7f3, 20ef, 4204, fa06, e6c1, f510, e68b, 2b8e, 4ec9, e453, e1bb, 4d6d, acadia14_699p, b49a, 04eb, b579, 098c, 5315, 4af5, 5111, 3374, d629, e8dc, sigradi2015_sp_11.303s31, 0e63, 62df, caadria2017_043b14, ecaade2015_194s40, 3ab6, 3c99, caadria2015_142m23, ecaade2014_155w37, bafa, 61b0, 363f, acadia14_145af, 03b7, 20e0, ecaade2014_133w29, ascaad2016_023w9, c1dd, 570f, ecaade2015_317r68, ijac201614201o6, 0425, 212b, d7cc, f8d9, 3ff8, 7cbc, 7bd8, 9c4b, 95c3, 90f8, 5f28, 377f, caadria2015_130u21, 2095, 3419, ea49, 0e16, 7495, ijac201614405e4, d478, 34d5, fb90, 75cc, ecfb, 8991, 1481, a8cc, a629, sigradi2015_8.189n13, 8d96, ecaade2016_225p60, ascaad2016_024i10, sigradi2015_4.219v6, 43a7, ijac201614201k7, acadia16_224o14, 4b33, 2332, 8367, ff73, bd4d, 23ad, b6f0, cd87, 0ac1, ijac201412408y2, 5104, 4826, 0c6d, caadria2015_102y15, 6f18, e10c, 8efe, 5f4c, ebe5, 24f7, ijac201412406s9, 603c, 6bbc, a98b, 4f21, 4143, 05ed, f0e5, a5b8, sigradi2013_268i, bf48, sigradi2013_194b, d962, 926f, ac00, 65eb, 455c, e12a, ecaade2015_103r20, 956b, bf57, d7be, sigradi2016_414gg, b466, 7026, dd50, e6b8, 7da9, ccf2, 1727, caadria2016_435s18, d33d, 19df, 78be, acadia14projects_709an, fea3, 1e89, e178, ecaade2014_085k20, ff9a, e6e1, 0060, 742d, a849, 52fc, 5465, feaa, 45a8, ascaad2014_025k6, e09c, 9fc9, e125, 175b, 9cab, acadia14_487i, 60a1, acadia14_311u, caadria2016_415z17, e539, 90dc, ecaade2015_196a42, 472c, ijac201513203u6, ecaade2016_223h59, 7aab, caadria2017_051x16, fd8e, sigradi2014_032l2, sigradi2016_534rr, 3127, b1f1, caadria2016_693a30, e6ba, a97d, ecaade2015_293g64, b1d3, 79fc, 0f26, 4bf2, sigradi2016_467m, 600c, sigradi2014_345b10, fa35, 2637, ecaade2015_53c9, caadria2015_150c24, 3d97, 4175, 2d4b, ijac201614202a8, caadria2015_086i13, 94af, caadria2017_125b34, 22a1, a8eb, cb12, b0b8, ae95, 6085, 1adf, e9d2, a174, c66d, 4600, c7bd, ee35, 7769, 6f8b, 3e3e, 94a8, 8c45, f715, ba48, dcbe, 5809, a6bb, 72bf, d801, b58a, 4a8b, ecaade2014_121u27, sigradi2013_313s, 75ff, acadia16_184o12, 9a90, a837, ed71, acadia14projects_339an, efaf, baa9, 2b9b, 1cfb, caadria2016_373j16, cfdc, caadria2016_507h21, 12c8, 1856, 1e95, 95e4, 5754, 058f, ecaade2016_067y16, 9651, ecaade2015_273d60, 0310, 2cb4, b999, ee36, 9adf, sigradi2013_95, 0e85, 346e, bc5b, 5474, b021, ecaade2015_84b17, 675f, caadria2016_291z12, 8913, 0294, 43ca, 7db4, 29a2, be45, 3f2c, sigradi2016_461k, 2425, a96a, 4c03, f08f, 3633, 4ea0, 408b, caadria2017_113n29, 7bdc, sigradi2016_814ww, ed08, 0b00, ecaade2016_241h64, sigradi2013_274v, 8207, ecaade2016_057r14, 489d, 25d7, 8cc8, 9a6a, 4ee0, 8522, ca72, d0cc, sigradi2015_10.220c20, 67fd, b1d2, acadia14_247x, e47a, 8a5c, 7ed5, bafc, caadria2015_210j32, 7741, 8c32, d2c6, 29dd, b588, sigradi2016_550k, 55cd, e499, 478f, ecaade2016_210a54, deaf, 9391, 8d53, efc8, b3ab, sigradi2015_3.221y4, 42dd, bb53, bdf7, acadia14projects_301j, c1d1, sigradi2015_sp_10.16e31, d45c, 7b30, fb29, 0f87, 2d34, sigradi2016_441kk, dc67, 4c68, 7145, sigradi2013_342o, 20b0, 763c, c276, ascaad2014_014k8, 3c47, 2e0e, a2eb, caadria2015_246z35, d5c5, sigradi2014_178k5, ecaade2016_162e44, 460b, b9d0, e20b, 5f60, dfd4, 2d6e, caadria2015_014r2, 6d4b, fab3, e7df, 70f0, d1ed, ecaade2014_157e39, ecaade2013r_019l10, 6834, cac4, 4d11, ed06, 174b, bd71, 2d0b, 0cb8, 2424, 59e5, 794d, 9bf5, caadria2015_084d13, caadria2017_067l21, def7, 9d15, 8733, 40ba, 29e9, 9a0a, 60a7, 3a4c, 8a68, 62de, 38fd, 4ffb, b1b5, 7e31, c5e2, b062, 968d, 8fb3, sigradi2015_sp_10.179h31, ijac201614105y4, 7676, 669f, d75a, 42b5, cd2c, ecaade2014_029e8, 439c, 5539, 7e99, 9bb8, ee7d, 28a9, ecaade2014_052w12, 130b, 491f,