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 Guzmán, Adolfo
year 1969
title Computer recognition of three-dimensional objects in a visual scene
source Massachusetts Institute of Technology, Dept. of Architecture
summary Methods are presented (1) to partition or decompose a visual scene into the bodies forming it; (2) to position these bodies in three-dimensional space, by combining two scenes that make a stereoscopic pair; (3) to find the regions or zones of a visual scene that belong to its background; (4) to carry out the isolation of objects in (1) when the input has inaccuracies. Running computer programs implement the methods, and many examples illustrate their behavior. The input is a two-dimensional line-drawing of the scene, assumed to contain three-dimensional bodies possessing flat faces (polyhedra); some of them may be partially occluded. Suggestions are made for extending the work to curved objects. Some comparisons are made with human visual perception. The main conclusion is that it is possible to separate a picture or scene into the constituent objects exclusively on the basis of monocular geometric properties (on the basis of pure form); in fact, successful methods are shown.
series thesis:PhD
email a.guzman@acm.org
more ftp://publications.ai.mit.edu/ai-publications/pdf/AITR-228.pdf
full text file.pdf (8,872,065 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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caadria2015_237i35, 430c, 1be4, bc2a, de8a, 390c, 9bcd, 8c73, e434, 82bd, sigradi2015_10.309k22, 42ad, ecaade2016_119u32, b4d4, sigradi2016_385mm, 0e74, ecaade2015_173g37, ae09, ecaade2014_092a22, cbbb, 8b58, 5dfa, ca86, ae50, 6184, 4466, 9aa0, ascaad2014_007e4, ecaade2016_074k21, 85bb, 908e, 4dca, e4aa, e77a, 2259, 024d, 68c5, 1b10, abd1, caadria2017_079y23, 89ee, 856b, ddd2, a09c, 06b3, ijac201412408n1, e10f, caadria2015_072r9, ascaad2014_020r3, ecaade2016_140m39, 4460, 6a3a, 20c7, 8c48, 52e3, b935, a0f1, cd86, 08c2, 4fb4, b78d, ecaade2015_227l50, sigradi2015_sp_10.179h31, 63e6, 7cb5, caadria2015_065a8, 848c, 6bbf, f5b5, 4212, 435e, 26b4, 3b96, dd38, 4ed1, ef43, 2f5a, 5bb7, cc21, 68e0, ecaade2016_118v31, aa4b, 38f8, aaf5, 7860, 7e06, 20ee, e3a8, b858, 63b1, af8b, 6a85, ecaade2015_74p14, 3f79, 8d33, a269, dff7, f3a0, c738, 34dd, 37b1, 7233, sigradi2014_128a1, 9f11, b5dc, 54ae, 2231, eb7f, 5b49, 799f, c3dc, sigradi2015_3.111f3, bb60, ijac201412408r2, faab, 91bf, 528c, af23, 20ec, 52b3, eaea, 5d49, 0167, 51a5, 57b4, 0977, 1109, 22fd, 0577, ijac201412404g8, 3646, ijac201614308y4, 9f02, 655c, ecaade2016_042j11, 27de, 2762, acadia14_43x, 716e, 5f75, 1c1f, 2ebb, 8ee5, ccf7, ecaade2016_ws-dleadc68, bb38, 19b7, ccc9, b3ca, d43b, ced7, 3ff8, acadia16_106i8, acadia14_719k, b932, d28f, 6e46, 6b3a, 8e9a, 2913, c949, a5da, b58b, ecaade2015_319a70, 2ef1, d8b2, f1cd, 44f9, b976, 9093, ffe6, 1619, ac7a, 17c6, cb48, 023e, 1bdc, 7153, 3120, a1a5, ecaade2014_113y26, 0a57, e3fa, 4a4a, caadria2016_861d37, 659b, 72ee, b644, 1b8f, 9f18, aa48, ab65, ecaade2014_204e53, ecaade2015_17h2, e791, b63c, 266e, 095f, 6937, acadia14_347at, 1f1a, a6d7, ecaade2016_007b2, 0e77, 4577, ebaf, 920d, a500, ecaade2016_224z59, 65e3, ijac201614201j6, 9b39, f2c9, c993, f2e6, 428b, a188, b58f, e8bd, ascaad2016_010r4, ecaade2014_111o25, 7a64, 9f30, fd75, 2c5c, ea20, 8bd4, fa03, 3309, ce75, 19cd, 0834, sigradi2014_032f2, f9f7, 917d, 0147, f93b, 504e, 931c, 05dc, 68c6, 06f4, 8440, 63d8, 4fb1, 1571, sigradi2015_6.387g9, da21, 7fc6, cb1e, 854d, f222, 189e, 23db, eb74, a645, 935c, b51d, 21c8, 490d, aaea, caadria2016_343h15, caadria2017_094y25, ecaade2014_137b30, ecaade2016_011s2, 6d6d, 118c, f2ed, bea2, caadria2017_095f26, 8cb2, 8316, fa8d, edd8, 2303, 49c2, caadria2016_601g25, 3e8a, ecaade2015_164r34, 3cf6, 6348, 6b2c, ecaade2015_86e17, 52fb, 7d24, f61b, c17a, 3dc0, ff97, 63bd, acadia14_291az, c490, 78ce, ecaade2015_22a5, 7cc7, 2a46, ac8d, acadia16_372j23, sigradi2016_360v, acadia14projects_655ae, 5ea0, 9121, 60c5, bad1, ecaade2016_110j30, 740d, 19f4, ecaade2013r_018s9, 5703, f2c1, caadria2015_081p12, ecaade2016_042n11, dfcc, 1b32, sigradi2016_625kk, a251, 7f52, f9a3, 7105, bfa6, f879, 6620, dc76, 9a86, ecaade2014_018u4, sigradi2014_249m9, acadia14projects_257ac, f857, 5e3d, 5eed, caadria2015_090y14, 1428, f602, e38b, 4891, bb45, sigradi2014_313u5, 99c1, 3c08, 64b1, c696, 3be5, ascaad2016_045j18, 1801, c3f1, ecaade2014_146u33, 54e0, acadia14_145y, 22e1, 0adc, af2f, a22e, a56c, 2330, 0f6a, b487, 29ca, sigradi2014_074s6, sigradi2016_781d, f22e, 0c13, 9b28, 91b2, 881c, d531, eeca, 5339, cf7e, e70a, 101b, 554b, 5145, 3656, sigradi2013_271n, a94e, abaf, ecaade2016_mrtd66, caadria2015_130x21, acadia14_177z, 65e6, 1e25, 515a, 1e18, 2268, ca5d, 17cc, 8b84, 8579, caadria2015_102c16, ed0a, caadria2016_457i19, b746, a6e7, 3302, ecaade2015_116n23, ecbc, 157a, ccd4, 0797, 8082, 7618, ab8b, 4e1c, 52dc, b96a, 5545, a8c0, 07b5, 9094, 8113, 81b7, c150, e74c, 5ad0, acadia16_8c1, ascaad2016_040e16, 8413, 9629, 1fe9, 02a9, 4f86, caadria2017_080k24, df5c, 09c6, 7667, dcf0, e097, cc63, d9e2, 3d46, 1681, 5a50, 9d29, ijac201614102u1, acadia14_565o, 4dff, 79a8, sigradi2016_492pp, 1f8c, d83d, df84, f408, ef16, b7bb, 1e88, 4f30, f50b, fa4e, 9dfd, 2a0a, bb4b, sigradi2014_232v8, acadia16_372y22, ecaade2016_199c53, 552b, sigradi2015_11.136p24, aa31, b536, 0507, ecaade2013r_004u3, ecaade2014_067a16, efcd, ddf0, bcfb, 37e5, 4b34, d207, 6770, sigradi2015_sp_2.112e29, 6044, 29f2, c3a0, 1d41, 39f0, 4425, e770, 2ffe, c613, 12ba, 4fb9, 0d4c, 3030, ab32, f882, 38f9, 0904, 9057, 4f10, 8a86, 4ed2, d156, a9a6, 958e, ascaad2014_014s8, 21e1, cd19, acadia14projects_301i, 96fd, bd73, ecaade2014_226z58, 014b, f12e, ecaade2016_094z25, 0419, ecaade2015_206c46, 648b, 68a5, caadria2017_028a10, acadia16_352w21, 2c20, e4f1, 0602, acadia14_589b, 8be9, ijac201614102z1, ecaade2015_130e26, 5945, 9d0b, 5d98, 323a, f57b, 5386, 8a09, 3f70, 3bbb, ba2b, 1ae1, 1fd3, 8202, fd6b, a96c, 7e1f, 4e02, 9446, 0da5, 9350, e1f2, e3ab, 08f8, caadria2016_477g20, e0b3, acadia14projects_627aw, ecaade2015_170r35, ecaade2014_240u62, d28c, 6335, b875, 88fb, 7d4e, 2cd0, ecaade2014_044z10, df50, 0c2c, 03a0, f15b, d281, b8b5, 646b, 309c, f6a0, 0220, 5571, 69b6, 4eba, 5f2b, 434a, ascaad2016_045e18, ascaad2016_040d16, b38c, ecaade2015_196r42, caadria2016_579o24, e3f2, 0d8b, 22b1, f392, sigradi2016_430m, 7861, 29b1, c247, 5088, 15ce, ecaade2016_163j45, 508b, d437, 97cd, a324, 0a88, 69dc, acadia15_483w20, acadia14_463o, a3cb, 08f1, d69b, e5fe, ecaade2015_241b55, 5389, ac0a, acadia14_671r, acadia14_619ak, 3ee0, ascaad2016_012p5, 233e, ecaade2016_075m22, 0ed8, 059c, ecaade2016_223d59, ecaade2015_138d27, sigradi2016_729xx, ff6b, ascaad2016_005c3, 1aed, a6d4, 0672, caadria2017_027v9, aac7, caadria2017_062u20, 0fd5, 70f7, a6d5, ed6e, 9582, sigradi2015_11.222s26, fb66, 5180, 0048, a227, 254e, 16a8, 7d8e, ffeb, ecaade2015_301n65, 66fe, e0f7, acadia14_189al, 0eff, ecaade2013r_010t6, d29e, c2e3, 41e4, a258, 12d5, 6b1b, caadria2016_549m23, f320, 472c, ac48, ecaade2015_21f4, e893, 7455, dfce, dabe, f2bf, e239, ecaade2015_196f42, e0fe, a02b, fca7, f8b4, 7a12, 0581, 9f88, 94e8, 6107, e1ca, 5d56, 18bd, 9fe0, f638, ecaade2015_17g2, ecaade2015_155m32, b7a3, 4f15, sigradi2014_227l8, 5487, b929, b4c3, c318, 26b8, 143e, c542, 0833, ecaade2016_110e30, ijac201412303a8, 0851, 939e, a878, b3be, e8a1, 7934, 2f23, d8f8, ecaade2015_207j46, 0c68, 6621, 034d, 1124, 3482, 5baa, sigradi2013_244r, caadria2016_611s25, acadia14_565ab, 9bde, 3fb4, 891a, b6b1, 222e, fce1, a63a, b828, 0a0a, 5aac, 1bf3, 020b, 0219, d8ce, ijac201412403w6, 6896, 53f9, 4493, acadia15_357h15, ecaade2013r_019i10, a0dc, ijac201513305i12, acadia14projects_479ay, bcee, 92b7, 700f, 6766, dd8b, 6311, f752, 9712, acadia16_260m16, sigradi2013_112d, e1be, ee7a, sigradi2015_3.268j5, df31, 8080, 13ea, sigradi2016_360cc, sigradi2013_313o, 0110, 42bb, 15a7, 7a25, 40c9, sigradi2014_074i6, sigradi2016_695v, 51ed, ecaade2016_ws-dleadv67, a0c8, ijac201614309b6, ascaad2014_036b2, 6f54, 9f78, a8a2, c2c3, 4b75, caadria2017_058r20, 50ec, f69a, ecaade2015_82w15, fe6f, bc29, 50d2, ea7e, a7e2, sigradi2015_10.140k19, 71f7, 2d8d, 6c41, 6e81, 1022, f476, bb2f, 0a36, 5aef, 92b8, 9a82, 730e, dac3, sigradi2016_467n, 3f63, 921e, ecaade2015_33h6, e05d, 0275, cf8f, cdbe, e6f2, 4d6d, 7bf6, c70e, 6840, ecaade2016_074l21, 7e33, ecaade2014_180m45, bf1a, 28d6, 22ff, 61d1, 585d, a5b7, 2ef8, ecaade2016_140n39, f65e, 20ae, 0ecf, 89e1, d7e5, c2bf, 08d2, 72a3, caadria2015_066f8, 168c, 2f30, c25f, 9737, sigradi2016_710ll, sigradi2014_186i6, f5cf, e0cb, caadria2015_030h4, sigradi2016_364pp, 207b, ecaade2014_239l61, d8a3, 776a, caadria2015_111m17, 9478, ecaade2015_293b64, a21f, 1d59, 8509, aaee, 53b6, c0a3, ijac201614204n9, b943, 3101, ecaade2015_53z8, ecaade2015_101e20, ijac201513206p9, 5f7b, ecaade2016_013s3, ijac201614103i3, 6946, fe50, 4c13, d293, sigradi2013_41v, ecaade2015_55a10, d5a2, 1bf5, 683a, 15a6, abba, 069a, caadria2017_086h25, 783e, 8db9, f23c, ecaade2014_011h2, 2ebc, 57c6, c51e, 5002, 18c2, 3c96, f02e, 45f8, 7c97, acadia16_34k3, 1d3e, efda, ijac201614403j2, caadria2016_085h4, 3180, sigradi2016_729ww, abe5, d82e, 582b, 9179, 0d0e, ijac201412201m1, ecaade2015_164s34, 44b4, 9290, sigradi2016_592bb, acadia14projects_699h, f7f3, 9fdb, a624, 5310, 540c, cbcc, 446b, 64dc, 275c, caadria2016_611u25, d6e2, 15c1, df25, 8dd5, a44e, 2358, 18c0, 4563, 7e03, f610, cc06, 9b74, aed2, sigradi2014_345v8, 8324, c2d2, 4902, ecaade2015_333c72, 65c9, acadia16_244o15, ecaade2014_180r45, 936a, 389d, edda, sigradi2015_8.334t15, acadia15_243w9, b437, a5f6, ijac201412408h2, acb2, 7196, 1424, sigradi2014_273r2, c942, a81e, 5151, 0ecc, ecaade2014_176o44, acadia14_357an, ecaade2014_168h42, 122c, 074c, b53d, ascaad2014_005o3, d216, eaa9, 723a, 85c1, 33da, 1141, 58c4, e987, 671b, c3ba, e090, 3fc3, 87f5, sigradi2013_117r, acadia14projects_145p, 75e5, 92d3, ebc2, cd1e, 60d4, 333f, 0ded, eb95, acadia16_270y16, 19ff, 1e0a, 669d, 6ef2, 324e, acadia14projects_647az, aea6, f86b, ecaade2014_237u60, e7aa, b3fc, 7085, ae61, 2b20, 3fd9, 914a, 1953, 4961, 746a, 69ba, ijac201412301y5, 3a3c, 7d58, 91fd, a66b, a9fe, b69f, 7142, acadia14projects_445aj, ecaade2016_198s52, 194f, b49b, ecaade2015_158b33, f7aa, 37cf, 894a, 78e2, 9300, 0474, 1930, ef41, 0a06, ad50, 59e5, 1c2f, 0ac5, d87c, f92c, b462, 9396, 7311, 48e8, 91c6, 663c, 06cf, 5a4b, sigradi2016_756c, 6007, 6b24, f8b2, d646, f057, da94, sigradi2016_654zz, 47e2, f2ec, caadria2015_084b13, d5e8, ascaad2014_015x8, 45a4, ecaade2015_287f63, e439, 8143, ecaade2015_25i5, 58da, 8823, 2a9e, e261, 74e5, ecaade2014_012p2, 5b6f, c4ec, ecaade2016_129g36, ecaade2014_038x9, b542, 2a94, addd, 32b9, acadia14_637ae, 1420, 5808, 4351, b73a, b2df, 91ca, 23bb, e2ef, 3dc4, 1750, bf7c, a485, ecaade2014_052l12, dfba, fec8, 9fe9, ascaad2014_029n8, 4c25, c761, f091, 1f6d, b231, 7a16, 1a22, 57cf, 1893, fbf7, bb86, f6c7, ecaade2016_017n4, ijac201412202x1, b02c, 3306, 90c9, ecaade2016_038i10, ecaade2016_163z45, b6bf, 595b, db95, e4ba, 4cc7, 7890, 6a23, abb1, 1a33, 04ab, cf04, 2547, c91d, aadc, b8e5, 4f27, a401, 5c22, df86, db21, 5db5, 12d9, 403e, 79fb, a219, 5a43, d30a, caadria2017_048u15, a709, 46ee, ascaad2014_021y3, f2ba, 2347, ijac201412408x2, 48b7, ecaade2016_223h59, 887f, acadia14projects_43ad, 5c05, ijac201513303v11, 4bec, b85e, e158, 388e, ecaade2015_193k40, 9584, 17fa, f8c2, b6e0, sigradi2016_385ll, 77d4, 429c, f708, 147f, de03, b1ee, 3428, 73ab, 8505, df41, 839d, 1544, b88b, 02fb, 86b1, 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9a81, 830a, sigradi2015_9.152d17, d24e, 2f05, 984a, 6cf4, caadria2017_149i39, af58, ecaade2014_010i1, a5b3, 5897, d805, 41ef, 6bb0, acadia16_12w1, 86e9, caadria2016_621a27, 73d7, 27f4, caadria2016_517g22, 14f1, 3ca1, ecaade2014_023u6, 65c3, caadria2015_203d29, 7bd7, d3fe, 3c6b, 1582, sigradi2016_450ww, 4b36, 7450, 2d07, ff10, sigradi2016_507tt, 895c, 3133, 16bc, ddcf, 9087, 22dd, 58d8, caadria2017_043d14, 83ef, 6795, sigradi2016_515k, 6e4b, f0d9, 144b, ecaade2013r_003k2, c5dc, e7c4, 2572, acadia16_372h23, 21ff, 708e, caadria2016_683i29, c2f4, e916, 1288, df98, 2df6, ascaad2016_022n8, 3bb4, c966, 0fff, efb4, 9104, 063f, caadria2015_139w22, cdb5, bcc0, eb29, cfda, bab7, 5bde, 0a6c, bd1b, sigradi2015_4.219v6, 6380, 0e7e, f714, ecaade2014_198n51, ecdc, aff0, ecaade2015_284k61, d218, 9276, cdb4, e37e, a4bf, 8e34, 85a1, 0db7, 2e8b, 872a, 41d8, aa0c, 2960, 6e39, c7fd, 1fbc, 06cc, 2b5d, ac47, 4255, 74f1, 0547, da1d, 00c1, 0073, 79b4, 87d0, ascaad2016_020x7, 93e8, ecaade2015_196m42, ijac201513105z4, feb4, c0fb, acadia14_719g, b56c, 6012, ecaade2013r_004f4, 1b12, caadria2017_158v39, sigradi2013_364r, 4d97, 0d5d, caadria2016_219j10, adb2, caadria2016_003e1, acadia14projects_101m, c549, 501d, 133e, caadria2017_051d17, 9e18, 5472, acadia15_137g5, ef95, fbad, f6a4, 9a29, a001, b1c8, e869, 00ff, c337, sigradi2014_123s9, c49e, acadia16_78n5, dadc, bcf0, 2d84, sigradi2013_342v, 3220, 0b40, 886f, 336e, 5de8, 8f2c, caadria2016_259s11, ecaade2014_057i14, dc03, 22ae, 5879, 563f, 5bbe, 261a, sigradi2015_10.74m18, ceb5, e697, baa5, 9bc2, c5d4, sigradi2015_8.41w10, 96be, b8a3, 2416, caadria2017_004r2, 63c6, 3deb, 0c6a, 7b0f, ecaade2014_105a24, b5ad, 0198, dc87, fdf0, 5b20, eb2e, caadria2017_008a4, 8557, 13c1, 2e95, 5a9a, ccb1, 0056, d16f, 3225, 6394, cedd, 3825, 6e00, face, 9bfe, ad57, 6939, 2b1a, 2d36, sigradi2013_157, f292, ecaade2013r_003j3, 0aac, 9adc, 0ada, 48e0, 2e5a, ecaade2014_022z5, 4f8e, ecaade2016_067p16, 26b6, 49b3, 3d94, 7a8f, 88d4, 944b, 44c0, ecaade2015_130x25, f2b8, sigradi2014_201h7, 7e60, 3047, 534f, d190, b045, caadria2015_206j30, ecaade2014_192d49, 0c28, d66a, ecaade2016_036t9, 9a96, 49da, ecaade2015_320r70, caadria2017_033s11, a2d3, e580, 0789, 518a, dc33, 4a47, acadia14projects_291ar, 6be7, c97e, 84b0, a191, 644f, caadria2015_014n2, 7521, 76bd, b6a8, d7a6, acadia16_372n23, 7279, 9617, 3c27, 49f2, c053, 8942, caadria2015_014o2, caadria2015_081m12, 75fe, 1dfa, 2c7e, caadria2016_157w6, caadria2017_002n1, ecaade2014_100d23, 3f80, 84d7, acadia14_339ai, fab1, 811f, caadria2017_030d11, e7de, 9896, ecaade2016_230v61, af16, c852, c128, 9ecc, a1ca, sigradi2014_097o8, c53a, sigradi2015_13.316b29, 080e, f215, b532, ascaad2014_019v2, a548, 3589, 56d9, ijac201513301z9, aae2, 6a55, c2c4, acadia14_177aa, 9d2e, 3830, ijac201614308h5, d4d3, f374, c0b2, 8306, dd39, ijac201614105a5, bdbd, e879, 2289, ascaad2016_009l4, e2e6, 6270, 4352, ecaade2015_61t12, 126a, 0809, 131b, 333a, e692, sigradi2014_250o9, eefd, 7b1f, c0b5, 56ef, eb37, ijac201614207p12, 69ea, 30c6, sigradi2015_12.297l28, ecaade2015_143s30, 783c, 9556, c30a, 3daf, d1bb, 8d0d, f519, f328, e166, f96a, c5b9, 5b59, 6e38, 0db0, f5fa, caadria2017_081y24, 0705, 35fb, 5bf7, ecaade2016_182r49, 66ed, 4670, 28bc, a797, 257f, 3c5b, bf23, ijac201513206t9, 7342, sigradi2014_145b3, d384, caadria2017_041j13, c92d, b662, edc0, ijac201513304y11, e6df, e2bd, 154c, 4e73, 7258, 33c4, acadia15_497m22, dfa8, c43d, 3f68, 2800, ae9e, 0ddf, ecaade2014_138k30, 5ee1, 0a31, b6f8, 36aa, c0f0, e913, 8060, 4ade, 9240, d832, f3d2, 2367, e002, 6adb, caadria2017_182z43, be5a, 047c, 7266, 1363, 9029, 9e92, 67b9, 82a4, 1402, 212b, 3aca, 13ee, 0bff, 00dc, 1daf, 9d8e, caadria2016_271w11, b4c6, 444c, e1f0, 6b53, fa57, sigradi2014_239e9, ecaade2016_162n44, 9f87, add2, 1c07, 464c, sigradi2015_7.203h10, ecaade2014_194r49, 2100, 9d2b, eb84, 13bb, 17be, ecaade2015_138k28, caadria2017_028f10, 9bb6, bb17, 5cc3, c344, ecaade2014_035y8, 08d1, f607, 5470, 97a5, 8e3d, 20d4, 3a8d, 0a3b, 2959, 2933, 9822, 2fa0, caadria2017_079v23, cc25, ecaade2014_072n18, 9061, 7670, e446, 0134, 85b1, b4f5, ecaade2015_164v34, ascaad2014_014h8, 5a16, 91ae, 4eaa, 7cf0, 2bdd, ecaade2016_080x23, c69c, caadria2017_056s18, aeca, 173f, a8a6, 1bef, 7021, d88b, sigradi2014_347t10, caadria2017_074p23, 1153, ecaade2016_098x26, acadia15_173t6, 1a04, a977, ca40, ac96, 115c, 6395, 8ea2, ascaad2016_010c5, 2db8, acadia14_601ah, cbb6, f860, ijac201614404w2, caadria2017_052w17, e87b, 8383, ed05, 8782, 2531, 4e42, 55f8, 6011, 9d2c, 0aa6, b866, 4aa3, 6aa4, f78c, 2dbd, dcd1, 902e, b4bc, 88cd, c05a, cee3, 4d3a, 7746, 01c9, 367a, ecaade2014_019g5, 5ba4, b8ce, ef19, 7034, ecaade2014_237h61, 11c2, c28e, ecaade2014_149t34, f1a2, ijac201412403h6, 2ab5, sigradi2014_151c3, 0337, afbe, b489, 5e08, 09f9, 6ae3, caadria2015_114n18, acadia14projects_565o, 4daa, 586a, acadia14projects_53n, e642, cb6c, d5ee, 4484, dc60, 56c2, ijac201614207o12, 6d72, 026f, ecaade2016_147t40, 84ab, 4021, edae, b709, 9861, f9ef, 4988, 53d7, 3fb2, 3127, 1813, 9282, dd04, ecaade2015_171a36, 5325, ijac201614308r5, b0d8, ecaade2013r_004y3, 4d8e, 8574, ijac201412403s6, 78d8, 5ed4, ascaad2014_022h4, 575f, ecaade2013r_017y8, 43ba, 12b8, fac0, 688e, acadia14projects_539e, bc09, aab0, a005, a92b, ed21, 3e39, caadria2017_105i28, 4746, 7e00, ed89, 9199, f813, 6148, 55fe, 6caf, 921c, 9968, 502a, 4b7e, ecaade2014_112h26, ecaade2014_230n59, 0231, 82c8, 3008, sigradi2013_183t, f1f3, ecaade2014_182x45, e9a1, ecaade2014_188i48, 6372, 517e, ascaad2014_016h9, acadia14_479s, 6ad3, 3433, db30, 3472, 3a16, d0da, b5c0, 7928, f264, sigradi2016_375i, ecaade2016_025c7, ecaade2015_302g66, b75f, 20eb, 69f1, fcdb, b244, 40a3, sigradi2016_815oo, 052a, ecaade2014_029d8, 99a0, 39e7, 04d4, 8575, e715, 8c8a, caadria2016_003a1, acadia15_263a11, sigradi2015_sp_8.284m30, 1a01, b289, 4199, 0145, 7d82, acadia14projects_627ar, e254, 9253, ffdb, 18e2, acadia14projects_619av, fa8b, f3b2, 3d9e, 3da6, c832, caadria2015_208r30, caadria2016_829g35, 5961, 5a12, sigradi2014_103x8, dd49, 16b0, d90d, 161b, 70b2, sigradi2015_11.142c25, ecaade2015_241t55, 0d93, 9016, 5e2e, ecaade2016_021u5, ff72, 9da7, 1d39, sigradi2016_490ff, acadia16_124i9, 1323, eb62, 0d45, acadia14_145w, acadia14projects_531l, ijac201614203a9, ed41, acadia14projects_709ar, 4e5f, b7e3, b22b, eb4a, acadia14projects_579h, 85a9, 8936, c888, 8389, aab7, 0736, d2e2, 17b6, acadia14projects_145z, 234d, c3e4, ecaade2015_261h58, 2dd2, 88cc, acadia15_343c15, 82a5, 37a2, 12a1, 4b26, 4d11, 764a, ecaade2016_120n33, 8935, f1c3, cba1, ecaade2015_164t34, c794, c106, 5028, 39ea, 8bed, 2d09, caadria2015_226s34, a0e8, a49c, 4004, sigradi2015_3.155k3, adca, 67e3, caadria2017_004s2, caadria2017_015h5, 999c, 132d, ecaade2015_273i60, 96c8, ecaade2014_152h36, 1eba, 4d27, c9a7, f12f, ijac201513303x10, sigradi2014_099v8, b3ef, 5971, caadria2015_190h28, 9826, 63cc, a1d0, 2518, e907, fdc8, ccaf, 1f5a, 9947, 6bec, 8882, 2f2c, 2ae9, b364, 1cf2, f848, 6a50, 9fcd, 337f, 7b2f, sigradi2013_248v, 980f, 5f9d, d32b, ijac201412403z5, 9645, f689, 9497, 8dcc, 1991, 54ad, ecaade2016_071m19, c60b, 1c61, ecaade2013r_014j8, caadria2015_064r7, sigradi2015_6.387t9, 8c8c, f67e, 69c1, 5bad, 1ac5, 688f, aeee, e97c, ecaade2015_61a12, f347, 7e6a, 75ca, d314, 4d51, 4aed, acadia16_470b27, sigradi2016_430p, caadria2015_119y18, 8a7c, acadia14projects_681ak, ce21, a74e, f04f, fea9, 7ed3, 25d2, d84a, acadia14projects_75aw, 93e1, ecaade2015_21d4, 2421, 4c51, 0609, ijac201614303t2, 3d3e, e5c9, caadria2016_445w18, caadria2015_078r11, ijac201614201w5, 7857, 5d7a, 29de, ecaade2016_075h22, def0, 60ce, 0e79, acadia14_647as, f1c8, ijac201412408p2, 7b72, 65c6, d44c, b1b0, d300, ed4e, e7b7, a4ee, bd86, 36a1, e589, 3187, b843, b2d1, 0812, sigradi2016_816zz, f8b0, ecaade2015_77v14, e27e, 1039, 1028, ecaade2016_071w19, de11, e565, 435c, ee85, 9a74, sigradi2016_615x, ecaade2016_243t64, 1d3a, f50c, ecaade2016_151k41, c5dd, 3b22, 64f8, 9978, 2364, 9e65, caadria2017_023t8, fd73, 37ae, sigradi2016_560v, 49a9, efb3, 1651, 5a3f, bd79, ecaade2015_64c13, ecaade2014_168s41, f648, 5006, b43d, caadria2015_061b7, 87fc, caadria2016_589a25, 07c4, e43e, 6364, 2eae, bc48, c5fa, ijac201614402k1, 9fc1, 04a5, cd7d, 47da, 7c34, b6d1, 865a, d9a8, ee3d, 319e, acad, e6b0, 5612, ascaad2014_016j9, 9ece, 32a2, 6cc6, acadia16_440c26, 2cd1, 4c34, 4642, 2825, sigradi2013_411l, d227, ecaade2014_012m2, 0c7b, 1aaf, 26fd, 55ff, 689d, 2491, fa24, 849e, c1a4, f29e, 2624, 341c, f6d0, 6d28, 6593, 08b8, dbfd, 1283, 673c, e45b, 2b46, 5e4c, 88f4, 6ea0, 9e25, 3889, e068, 8afe, 7f42, 3e31, 4ff5, dc18, ecaade2016_079o23, fd36, 998f, a8c5, 68f9, ecaade2015_196c42, c3ce, 4000, a3fa, c8a5, d55a, fc93, 39f9, 50d4, 5277, 7785, c46a, 606e, a904, 0e3a, d6a9, 7ccd, sigradi2016_773x, c1e0, 8947, 0cc6, 4b61, ff00, 46cf, ijac201513103c3, f5a5, c9b1, a30a, d40f, 6b41, 171e, 056d, 728b, 641e, sigradi2016_443xx, sigradi2013_261, 0d65, 9613, fbdb, 3ce0, 0774, 97a3, ascaad2016_038y14, 4305, aefb, 169f, f94e, 620c, 7e47, 1f1e, 00e2, ecaade2016_077o22, ecaade2015_86n17, 3d1e, ed69, 388b, 986e, c75d, ecaade2015_103n20, 405e, ijac201513201u5, 0a41, 6c48, 43c2, acadia14projects_497p, sigradi2013_390a, 8e5a, 907d, caadria2016_529o22, 7c0b, 1a35, e473, acadia14_63aj, 597f, e308, f3a5, acadia14projects_167t, bb08, a412, fd39, 8b91, 0046, fc5b, 7801, ffcb, ijac201513205l8, c816, 2df3, fcf4, 445a, 3478, acadia14projects_247t, sigradi2016_752uu, 1744, a3c2, 2f72, e354, 7226, 4b1a, acadia14_497aa, a594, 5ca2, caadria2017_047f15, 87da, 0f55, 9034, 3801, 99af, caadria2015_218s33, bc24, caadria2016_353a16, sigradi2016_764i, d9b9, sigradi2013_155k, sigradi2013_386o1, ecaade2015_293e64, 8451, aa74, 3201, 153d, cd9f, acadia14projects_601x, 6f78, d536, 9d06, 2dfe, 8701, fbf1, 7040, 0226, 73cd, 71bd, 44ec, sigradi2014_048z4, e390, 4ad1, ecaade2014_088c21, acadia14_523as, b812, ea7b, 84ba, acadia14_671j, ecaade2014_071c17, ecaade2014_226w58, sigradi2013_274u, ecaade2014_186y46, 2b4d, ecaade2016_166d47, 2d42, acadia14_479au, c8e9, 989b, 9f6e, 4aa1, 9bf8, caadria2017_107o28, 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0542, ijac201513104v3, ae31, 1ac7, 777c, 72f0, caadria2017_079x23, 2c44, caadria2016_663m28, d692, b2d4, e6ad, 4109, 5b7e, 2313, f83d, e9e0, 0664, 2e53, da40, a828, 1098, ijac201412405o8, e4f6, ab70, 039f, 5fd4, fa73, ecaade2015_309u67, dd74, 05ba, 82aa, ecaade2014_226h59, dc0c, 4ea1, ijac201513105b4, 0bd6, ed30, 587d, 9346, caadria2015_126m20, 2406, ijac201513104o3, ijac201513102m2, 544b, b8fd, 8951, cb79, 6210, e98b, b239, a41e, 8360, 7bf8, 3636, caadria2017_142o37, caadria2015_208p31, 2c45, acadia14projects_409m, 3b99, f1ff, 7c06, 8963, d030, 811e, 7bbe, 6fc0, f26c, f9bb, 0c2d, f200, ecaade2016_144n40, 9289, d1ff, 50d9, 556d, caadria2016_651e28, bf3b, ijac201513201x5, a0d6, 3f2b, 8551, ascaad2014_007b4, 2cd8, 8131, 450c, sigradi2014_048b5, c92c, 8b30, b0ae, 741c, 14d3, b618, ecaade2014_010z1, 03ba, 0bb0, 4e1d, eea3, 1d77, 4b48, 7e4e, acadia16_72b5, sigradi2016_590g, acadia15_232z9, 7284, 376a, d616, 6121, 5a58, 66e3, 8412, sigradi2016_490v, 2972, 4e13, e6eb, 3a09, 2dd1, 0362, sigradi2015_8.264f14, ecaade2016_216b55, 7f31, 62a8, ecaade2016_238i63, 24be, 1b13, f4e2, d05d, 2a15, acadia14projects_229m, ijac201513105i4, f5a0, 24e4, 3418, d6f0, 1e38, cf56, ecaade2014_014x2, cb3d, acadia15_451b20, caadria2017_040h12, 8353, bda0, acadia16_432p25, 9ee5, 6327, 624c, 97fc, 3d49, 5429, b4b1, d454, b0b9, 3118, cbf2, 5edc, caadria2015_206a30, cebc, fae8, ijac201614308n5, 517b, bfc4, c07f, sigradi2013_326g, 1422, ecaade2016_023r6, 3c89, 0824, ecaade2015_136p26, ijac201412207f5, f284, acadia14_719f, e1ba, ecaade2014_084l19, e21e, e92b, dc48, d1cb, sigradi2015_11.136w24, deb2, 61aa, 37d1, 5817, acadia14_357b, e772, ecaade2014_168x40, caadria2016_167g7, e3ed, 35aa, d263, a91d, 9b38, ecaade2016_203g53, caadria2016_713s30, 88a7, ecaade2016_037w9, caadria2016_291x12, ecaade2015_143k30, 1c9c, cfbf, 34f8, ba7f, acadia15_333b14, bd44, 01d8, d074, ascaad2016_021h8, caadria2015_194u28, 748a, sigradi2015_6.387f9, b3b1, 6282, cc6f, ecaade2015_140f30, 16a5, 32fc, ascaad2014_017n9, 97a0, 0dc0, 7961, ecaade2016_223w58, 5c01, 3c35, ecaade2015_297f65, 94d6, 0be3, 72ec, a006, b1d4, d93e, acadia16_308b19, f9e3, ecaade2014_128t28, 2b12, sigradi2016_816ss, 308a, 3dcc, f466, ijac201412404h8, 0567, 8f02, 5d1e, b811, 4697, 30a1, 335f, 3d21, ab1d, c6d0, b2f8, bc6d, a1b9, caadria2017_104r27, acadia15_357o15, 69c5, ed3c, acadia16_164v11, 633f, f2ab, ecaade2014_240n62, ecaade2016_222o57, 5c40, c0a6, ed2a, 75e9, e047, a6a5, acadia15_173r6, 5142, 8c06, ecaade2015_170s35, 7e53, 21ae, f213, 601a, ijac201614405c3, 75a1, b00c, 26b0, ascaad2014_007h4, ab11, caadria2016_271u11, 7839, 8fcc, 8488, 8015, ecaade2016_175h49, ea9b, ecaade2015_138n29, a14e, eb9f, 5aea, sigradi2016_654vv, 821a, 9c65, ascaad2016_045d18, ecaade2016_018u4, e823, c650, 652f, ecaade2014_239k61, 2d63, bb85, 9247, cf38, 1daa, 9c79, 397e, caadria2017_124c33, 36e6, f3b3, 1372, 2126, ecaade2014_057b14, 1b2c, b8ae, ec2c, 8f8f, 00c0, 0e76, ce08, 10d8, 4086, 57fa, 70f4, sigradi2014_032o2, acadia14_153b, 8d69, 0545, 8d46, 22b8, ijac201614403k2, sigradi2014_074c6, 5556, sigradi2015_8.328o15, 6db4, 45b4, ecaade2015_138b29, 47d0, ecaade2014_024j7, 2727, 6051, 2905, cd38, 61a6, sigradi2016_571uu, 655a, c9d1, sigradi2013_303s, caadria2017_096p26, acadia14_63ap, c315, c0f5, e1fa, 7846, 9156, sigradi2015_8.328r15, ijac201513102g2, 774d, caadria2015_012i2, 5577, 282b, 5060, de13, ijac201412206x4, caadria2016_073z3, bf83, 9dcf, 36a2, 8967, 133f, 61ce, 0933, ascaad2014_026d7, f33b, e24d, 44bd, acd1, c420, e3e4, 19d0, e99b, a013, 6d58, b3c8, 8d6f, 7ac1, dfc4, d50e, 2e9f, c930, bb06, 2771, c7da, ecaade2014_084m19, acadia14projects_347ar, d19b, d447, 1385, ecaade2015_33k6, c907, 80bf, 92e8, acadia16_352e22, edc3, a0fb, 1155, eb58, 7d7c, 36f5, ijac201614205r10, edd2, 7166, caadria2015_078e11, f218, 8fed, 67d8, c307, 20d8, 996c, ijac201412204i3, 2f07, f7d7, 2e5e, ea76, 10dc, ascaad2016_038l14, 3fc5, 47de, cfcb, 191b, d029, 630b, dd05, 4ff7, f854, d1d1, caadria2017_175e43, c984, f70f, ijac201614303o2, c9ca, 84f6, caadria2016_851y35, d91b, acadia14_199ac, acadia14projects_619af, 079c, 02aa, ijac201614309p6, sigradi2013_234k, 949e, f723, a525, 769e, 2b75, 5e5b, acadia14projects_291av, 7760, 173c, b150, ecaade2016_073w20, caadria2015_081s12, 207c, ecaade2016_222s57, ecaade2015_81r15, ecaade2014_152i36, ascaad2014_018a2, ecaade2015_161m34, 4bd8, 54e6, ee8f, 38cd, 8b69, e106, e740, acadia14_135l, ascaad2016_034h13, 4c67, 3f3a, b41a, 5a8b, caadria2017_183k44, edfb, c319, e35c, 7f7e, 87d3, ecaade2015_127y24, 10a5, 57c1, b1d2, ecaade2015_171d36, 68ec, cd6a, bf09, 04b5, ecaade2015_287u63, ecaade2016_048c14, 2c8f, 2145, f724, 0e1b, ecaade2014_035a9, 04e7, e55a, fdbc, 4a80, bb57, 5160, f83a, e49d, 7680, 48f9, 2446, 344a, a9b7, b1df, acadia14_257ad, sigradi2015_9.347a18, acadia16_106m8, ecaade2015_13s1, 3fee, 44a0, bd9b, 4c3c, ecaade2016_147r40, sigradi2014_345f8, ecaade2016_242l64, 79cc, ecaade2014_145i33, a727, d5c8, 09e8, 55b5, 5f44, ed09, e2b4, 5ae0, 8b1b, 0535, a8d5, ascaad2016_044s17, caadria2017_129l34, f722, 0911, a6ec, b31d, e256, 77d0, ecaade2016_162m44, 1b9f, b1ab, ecaade2015_202d44, 755a, fde9, eeb2, 2734, d628, 0d39, bfec, 4d95, 75f4, 264f, 52b6, 864d, 3970, c394, 035c, 359d, ijac201614206y10, 23f9, ijac201513203m7, 2022, sigradi2014_049f5, acadia14_23ae, f85b, 2d65, 975d, 087b, cde9, acadia16_106j8, ac66, da78, 1b87, ecaade2015_287n63, d0b2, b1c5, c8d7, caadria2016_219d10, b6f1, caadria2015_090u14, 46f0, 5888, 1a43, 11ea, 13fe, sigradi2013_194o, e2aa, 30ec, ijac201614102a2, sigradi2014_252u9, dac9, 6ef6, 13e1, acadia14_125u, 5259, c10c, 4d6c, 3160, 0bcd, ascaad2014_022j4, 0319, 8f27, caadria2016_073b4, 1062, 3ba5, 8b38, ecaade2016_238x63, 3fbd, 1b75, 87a3, 5825, 3723, caadria2015_102a16, ecaade2013r_011c7, 546b, 5a3e, f068, 59a8, b036, c2e9, 5387, ecaade2016_129f36, 831c, 390f, acadia14_661j, b33a, ff54, ecaade2016_185z49, 365a, 1ca4, acadia14_609az, 01bf, acadia16_88a6, sigradi2016_695u, 4785, 3883, 6f82, 2b3c, b719, 42e4, 5285, 6e7b, c686, 87db, 7881, 83f9, ijac201614104m4, 6206, 6dcf, 25ee, a066, a3fd, c721, 61df, dbf3, de2e, 41c7, 3089, 529f, 7d9a, dc25, 3131, 57cd, ecaade2014_168d42, c9cf, b05f, de46, d88e, 747f, ea7f, ea3f, 2113, e146, ijac201412304o1, 107e, 26f6, sigradi2016_781c, f23f, aa29, ijac201614309u6, ecaade2013r_009y5, ecaade2015_195j41, 2885, 6399, 060c, 5fa7, 5d4d, 68fa, acadia14_347ap, acadia15_137o5, 849a, 11af, 1af3, bde5, c30f, caadria2017_155u39, 5634, 4e8e, cebf, d009, f9cd, 385b, 6df8, acadia14projects_177u, d91d, 2b39, fd66, e28b, 44b7, 7bc5, 371a, 9c88, 1acf, ecaade2016_163d46, da3f, 6aa0, 606b, 2e4b, a1cc, 9e13, 0c50, 2c06, 9cd3, 37d4, 208c, 788e, d5c0, d16c, ijac201513205g8, 594b, acadia16_98t7, af5d, 8e64, 15ea, 2b03, d5c2, 259f, 8bc5, e5cf, acadia15_47d1, ac0c, 6ab2, be8f, 3a7f, bf02, c393, ecaade2015_114m22, 8184, 415a, 89c9, 866b, 5d97, 585c, b840, acadia14projects_81o, eac7, 2bad, 94a9, f510, 19bf, 3776, 62a0, a93d, 8cf6, ab05, ecaade2015_91g18, 7dbe, 93da, ed6b, ijac201412408c2, 31a2, 46c3, 1da7, 6afd, 2a7a, ffde, b663, ecaade2015_139c30, ijac201513202k6, 31cb, f350, ecaade2016_084j24, a3da, caadria2015_130m21, 859e, ecaade2015_148n31, caadria2016_229p10, 7a8d, 6a4d, e262, ecaade2013r_007f5, ecaade2015_143p30, 972c, 53aa, ccce, e714, b914, 3e61, 8690, ce77, f77d, 0cfa, f0a9, b89e, f698, db92, 8b57, 5946, 7ae2, 3ab5, eee0, e515, 1338, 4ebf, e21a, caadria2016_777w32, daed, 6167, cc59, ecaade2014_240b62, caadria2017_115n30, 2b92, fcb4, 465d, 3dcb, 2d80, bcdf, d559, 6550, 08f6, a858, d078, 1f32, acadia16_440g26, ijac201412201n1, c308, 252f, 5eca, ee47, sigradi2013_200d, 279c, a3f3, a079, af60, ecaade2016_047e13, caadria2016_641n27, 1f4d, 0850, acadia14projects_23v, dc0b, 6d45, bf89, 477f, ijac201513101i1, 0d83, bb49, 832e, caadria2016_013f2, 7fa3, 336a, 1ccb, acadia15_123x4, 0a86, 982e, a28b, f435, 7bfb, sigradi2016_488t, ecaade2015_287r63, 4a97, e277, ecaade2015_21k3, 40ba, 4def, caadria2017_104d28, f4cd, fee1, eee8, ad99, 3075, 437d, 926c, 0afe, 31e7, e00a, 2569, ecaade2015_314n68, f150, acadia14projects_375ax, 0c82, sigradi2016_364kk, c37c, bb30, a938, 8a53, bed9, b9b4, cf90, d653, ascaad2014_032m9, 2cfe, 5ed1, 9fec, 6d97, 8e5f, e617, 705e, cce0, c765, acadia16_488c29, 40cf, acadia15_469l20, bf08, 4c4e, f178, 9f31, 9dfa, ecaade2016_221a57, 909c, cf20, 9995, e667, 8e50, 44c3, 3553, f36c, 9e8f, 1b66, acadia14_199ar, acaa, a4a5, bb59, fc57, 297c, 38dc, ecaade2014_146r33, 76b6, 422e, 457a, cd94, 1e50, 9488, 761f, acadia16_344f20, 5c47, dcb5, 2e15, 2371, 151c, eda6, 6af4, ecaade2014_029y7, bd16, 4fa6, sigradi2016_770m, 95e2, 6271, c1aa, 2239, 251d, 7882, ce6e, 2431, 9023, 530f, a129, 8ad9, 7c76, acadia14_339ab, fc58, 7efd, e461, 763b, ce02, 2876, ecaade2016_199a53, ascaad2014_015v8, sigradi2016_426c, 0acb, acadia15_57g2, d91f, ad42, 14e7, ijac201614308p5, c66f, c424, caadria2017_118a31, 2e3e, 1fe3, 250f, 0384, a7a8, 5be7, 3bd7, e928, ascaad2014_018e2, 0f3c, ecaade2016_119p32, a0a0, ecaade2015_61i12, ecaade2014_168s40, f20d, 9fcc, 072e, 5b68, 5d26, 0e68, acadia16_344x20, dfec, ecaade2015_55j10, c9f9, d107, 572f, acadia15_483w21, 1a82, 9544, a981, ecaade2014_215f55, 5627, acadia15_110c4, caadria2016_177z7, 76d1, ascaad2014_024u5, 2a59, acadia14projects_301h, acadia15_173u6, f05b, 153a, fd59, ecaade2014_162t39, 8f36, ijac201614306v3, ecaade2015_155j32, 2db3, ecaade2014_133r29, 2444, d719, 9630, acadia15_185x6, 8448, ijac201513103s2, ade1, d31c, ca25, 7bd8, b261, 9ec8, 786a, 4b8b, 605c, 5991, ijac201412303b9, a3ac, 2cac, sigradi2015_11.165t25, d6b0, e85b, 47b1, fc24, c4e5, 6708, be2d, d693, a42a, aa0d, 0254, sigradi2015_9.141f16, c443, 3fd1, 795e, d535, c3d7, 88c3, eb36, ecaade2015_227i50, acadia15_371g16, 3c67, caadria2017_113l29, 670c, 3cf4, 4bdc, 42fb, 98d7, 1035, c61c, 8b90, acadia15_407z17, b361, db36, 43f5, ec36, ecaade2016_016e4, 9fc3, 1297, 20fa, 2114, 94d9, 9b5d, 28e6, ba15, e6ec, 392d, 53a8, 68f6, 9eec, 5a3c, 5426, 397b, ecaade2016_223t58, ecaade2015_237m54, 03cf, 72f2, d356, 3e50, ecaade2015_280w60, c455, e837, f75c, 99ce, 32a9, 3e04, 4ae9, b552, sigradi2013_304b, sigradi2013_387b, 8d76, ebce, 77c5, 422b, 5685, 2f8d, 7aec, acadia14_117h, 190e, ecaade2014_149n35, 3a63,