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 ecaade2017_041
authors Fukuda, Tomohiro, Kuwamuro, Yasuyuki and Yabuki, Nobuyoshi
year 2017
title Optical Integrity of Diminished Reality Using Deep Learning
source Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 1, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 241-250
summary A new method is proposed to improve diminished reality (DR) simulations to allow the demolition and removal of entire buildings in large-scale spaces. Our research goal was to obtain optical integrity by using a scientific and reliable simulation approach. Further, we tackled presumption of the texture of the background sky by applying deep learning. Our approach extracted the background sky using information from the actual sky obtained from a photographed image. This method comprised two steps: (1) detection of the sky area from the image through image segmentation and (2) creation of an image of the sky through image inpainting. The deep convolutional neural networks developed by us to train and predict images were evaluated to be feasible and effective.
keywords Diminished Reality; Optical Integrity; Deep Learning; Augmented Reality; Landscape assessment
series eCAADe
email fukuda@see.eng.osaka-u.ac.jp
full text file.pdf (16,224,315 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_263b11, f580, da0f, acadia16_54x3, ecaade2016_113b31, eb12, ecaade2017_017f, bffe, 35a7, 8822, ecaade2015_280d61, 36b7, ecaade2015_319c70, 09bb, be5f, 992f, ecaade2017_282u, ecaade2014_180h45, 7361, b8ca, f417, f706, 1ee9, ecaade2015_319j70, ecaade2017_059kk, 7cb0, cc3f, eb09, 4f97, a6cd, de00, c6b1, 1119, d583, 4192, ecaade2014_239m61, 4fae, 0833, f504, 4d22, 4ab4, caadria2016_187m8, 02a0, c463, 6465, b203, ascaad2014_017g1, 4e1f, ecaade2014_070m16, 2452, de8d, c282, 967e, 5d5e, 171c, 54ac, 8c10, edb1, 191b, 71d5, d0c7, 2895, da6f, e19b, 2b44, 2201, acadia14_699b, d471, sigradi2013_330b, 8cb0, a187, 8d15, eb74, a03b, a00c, 6f8d, ee35, 2ef1, ijac201513205h8, a0c3, 6592, 505a, b4e8, 1385, 44c2, 7fa4, 26e7, c3aa, b978, 5007, 149d, ecaade2017_ws-archieduv, sigradi2016_690g, ascaad2016_045f19, d693, acadia15_451x19, e469, acadia16_224p14, sigradi2016_534ll, 3271, 3b75, 6a3b, a4eb, 8d3f, f37c, sigradi2014_186b6, 73f5, f47b, 15ec, ecaade2015_314d68, 05d4, 3e25, cd9c, ecaade2017_003m, 8e62, 3c38, caadria2017_063d21, a25b, 6640, 8aa9, dc83, 25b3, d745, caadria2016_415y17, 5d2b, e2be, ecaade2017_133f, 7cdd, ecdc, c1ab, f5cd, ecaade2014_146s33, caadria2015_124u19, 2d97, 41b4, f1cf, ecaade2014_011e2, ad51, caadria2017_003u1, 593d, c99a, ijac201614103n3, 1aa3, c753, 4757, 26e8, ef6b, f06c, 2250, c7c7, 81b7, 019e, 9722, 22a6, ecaade2017_301i, aeb9, e386, a139, 97cd, e1f9, 04a3, ecaade2013r_003o2, eac2, cc84, 2896, d5e3, ecaade2015_136s26, 990f, caadria2015_206e30, e7ea, ecaade2017_290pp, acadia16_88b6, 42cc, ecaade2014_199w51, acadia14_589i, acadia14projects_153aw, d351, 51eb, ecaade2014_218n55, 2ab4, 58e0, 51ef, ae74, 6daf, sigradi2014_345a10, 57f8, 991e, 0615, 533c, 1ab3, sigradi2016_815q, 310b, a82d, 0e4b, 861b, dcd6, 4a84, 43ab, 33ad, 9faa, 28a1, 876c, fca3, d201, e63e, 3941, ddc4, 4fe9, 6d1a, acadia14_281w, 4001, ijac201614404a3, 735f, 7cda, ac3d, ecaade2014_157r38, 95d0, 1265, 1955, f799, ecaade2015_109c21, ffd1, ecaade2014_208f54, cb7e, ace6, 4f78, 5e9c, d41c, e5ec, 7521, ecaade2017_201e, a022, 85ae, 7785, f85a, e19c, 658c, 48de, ijac201412405c9, 7145, 9a78, ecaade2014_072t17, 181d, 03e0, 6128, 8d4c, a510, bf4b, 6d61, 160c, 028d, 6820, 5cfd, 6cee, 251e, f16f, 3867, c865, 6030, 0f41, acadia14projects_23z, e47f, dd9b, 5a31, 2fd7, 6d5d, c35b, 32c1, fcde, 6fc6, bf74, ecaade2014_163w39, 14e6, ecaade2016_021a6, ecaade2015_301w65, af91, acadia15_451y19, c952, caadria2017_079a24, ecaade2014_052n12, ascaad2014_036f2, ee3f, ac29, ecaade2015_138u28, 213c, 54d7, eba1, d32e, 2172, 026d, 2aa1, caadria2016_579j24, ac9c, 4081, 609b, caadria2017_042v13, 5251, 148f, adac, 039d, 08c7, a83b, ecaade2016_208r53, caadria2015_054n6, fcd5, f2d5, 7504, caadria2016_187p8, acadia14projects_389c, d900, caadria2015_090y14, ecaade2015_233f53, 5ae5, 9e9e, c53d, b9e8, 870d, acadia14projects_365ah, c8cd, 2842, b831, 7fb8, ecaade2017_152mm, ecaade2017_234k, ff3e, c4f8, d404, caadria2016_219j10, abfd, af47, 8ec9, ec7f, b142, caadria2015_072m9, db7a, 3ae9, 5fc7, 0333, 265c, dafa, 48f6, 11e4, ecaade2013r_009j6, sigradi2013_386o, sigradi2016_530gg, 20c9, 98d1, b25b, ecaade2017_105ww, 7b95, 4bff, 765b, abe7, acadia14projects_555e, 6e13, 8a9e, 18e1, ecaade2014_217j55, cd6a, 43f1, 0aa7, e6ab, 52ec, 3139, a64e, c6ff, 9296, f590, b481, 0a73, acadia14_627h, 2d44, 8728, 2dc1, 5eb7, 774e, a577, b3fc, ecaade2014_168l41, 96af, bbfb, 5d81, 48a6, 1394, be6e, 2b87, ecaade2014_015x3, 6a7f, 9097, ecaade2017_288ff, f197, f5c3, d353, d8ce, 934f, 46bb, 86c8, b6f9, 7232, 6667, 570f, 506b, 4105, 94d5, ijac201412408w1, caadria2017_037g12, 0856, b357, 7aec, a077, 568a, 8c1b, fe9d, a26a, f87d, 65fb, acadia14projects_43ap, ecaade2015_196x41, acadia14_219az, 6ce1, 2631, 96e7, acadia14projects_671z, 3c00, a96d, 8280, 9ba3, afec, 3849, 7bb9, 11a4, 5c47, 7b28, 5129, ascaad2014_012o6, afe0, 38a2, 5ad0, 2909, 8ae0, ecaade2017_274u, 10a4, 3477, 9dcd, acadia16_62l4, d954, ecaade2016_011a3, sigradi2013_315b, 8a3d, sigradi2016_792l, fb83, b722, 6dc7, 69fa, e1d5, 25cc, 721d, 426f, 2751, 66c2, d260, 4e60, sigradi2015_3.268m5, 2bd0, 87f4, 69f4, 1870, e1b2, acadia14projects_463z, 6e39, 0185, ecaade2014_143u32, 2e57, ecaade2017_301j, 252e, 242b, a4ea, ecaade2017_230c, 68af, 329b, ecaade2017_213zz, 3da3, fe89, bdff, 5819, 9f0c, 810e, 0343, bfb5, ecaade2014_173l43, ascaad2016_048h20, 6889, a2b5, ecaade2016_163f46, sigradi2013_393t, ijac201412406r9, ecaade2017_181s, ijac201614402p1, cb8a, d752, ijac201513205u7, 212f, 801c, 5462, sigradi2016_729qq, 6f93, c4dd, f62b, b16f, ecaade2017_256ll, acadia15_137e5, 98d2, ecaade2017_230xx, sigradi2015_10.307x20, f28c, 4119, aaee, acadia16_352y21, 0e0f, b04a, ecaade2015_82z15, 674e, ecaade2017_201xx, 23cb, fabf, 03ca, f6f2, acadia14projects_719s, acadia14_177aa, 36da, abe6, 8f09, f569, ec3c, 66da, 0aba, ecaade2017_265r, c45a, b658, caad, 9741, dfba, 9e46, sigradi2014_049l5, 11be, 79e6, ff9b, 8679, 3726, 61a2, 2419, ijac201513302m10, ecaade2016_238s63, 472a, 54f4, a28a, 2f9e, 4054, b939, sigradi2016_522x, sigradi2014_347p10, f4ef, 0b01, f253, e10c, c4c0, 0314, acadia15_311p12, f0e0, 7a50, ecaade2016_224h60, a4cc, 5ab9, ec3d, ecaade2017_099xx, 51e9, d754, 2653, e58d, e461, 8d03, bcb5, 287c, a341, 369d, ecaade2014_088g21, sigradi2015_3.11h2, 175c, 1031, 0479, 4b58, 7b68, 7717, ecaade2017_014yy, 23fe, b8c8, f397, f6ce, 356f, acadia14_145ag, deda, 94fd, acadia16_280u17, a35e, ecaade2014_050c12, sigradi2014_330i7, sigradi2013_330d, 6e4f, ad93, caadria2016_881b38, 1a62, sigradi2015_sp_12.402z31, d32a, acadia14projects_609ap, 66c5, e6c4, be17, ecaade2017_215ii, c6ae, 8a47, ecaade2015_81t15, c771, 4b17, 7085, 75fc, 7518, ecaade2017_164w, ecaade2017_240t, 82f9, 04e7, a8a3, c3b5, da05, ec1e, ecaade2017_301z, ijac201412201c1, 81ee, b184, 5e7f, 3015, 4fc0, 9ee2, ecaade2017_212pp, 0702, 32ee, 6f43, ecaade2014_151u35, b436, 0b5d, ecaade2014_168j41, ecaade2016_077x22, 692d, ecaade2017_269yy, 1dc6, 7ee5, ijac201513205a8, caadria2016_271u11, 76ad, 8400, 02d6, b2b5, fe39, ec30, 282e, ascaad2014_005m3, acadia15_417c18, 2da3, 183d, d85c, caadria2015_070d9, f793, bb87, 7d32, 4fd9, 55a0, 1c7d, d5ca, bb6f, e448, ecaade2014_214n54, 7eae, 9c2a, 8cff, 1cbf, ce43, cf96, eda6, 959c, c42a, c3f4, 6d2b, 3919, 6f4a, 45a1, 9a23, f2c8, 4851, c54e, c749, ab81, d6ee, acadia16_214d14, 95b9, ed68, acadia14projects_517r, cbe1, cb64, cde5, fb7f, be41, acadia14projects_473as, a5a1, 2bfa, 770a, 4598, ijac201614204w9, caadria2015_030j4, 20e5, 35ad, ecaade2014_220e56, ecaade2014_084c20, bdcf, sigradi2013_215z, 7adf, 87eb, ascaad2014_030a9, caadria2015_185i27, 36c0, sigradi2016_421yy, ijac201614307z4, caadria2015_194z28, b36f, 4247, 73b6, d00b, e7cd, 0783, 5e0e, e053, sigradi2016_360y, e03b, 76b4, bc6a, 3194, ecaade2017_308bb, 9b1c, cb06, caadria2016_147f6, 7646, sigradi2016_363hh, ecaade2016_217k55, 02d4, 32fd, ed6c, ascaad2016_028w10, 5113, aa6e, d234, 8449, caadria2016_249h11, 6dfd, 31ff, a80b, c429, ecaade2017_031nn, ascaad2014_030d9, 2b78, 5752, ijac201614103l3, bb95, ecaade2015_205a45, 0e45, caadria2017_062t20, ascaad2014_020t3, c2da, acadia15_203m8, f1ad, 13ed, b483, caadria2015_237n35, 15a2, 2fba, 8432, 959b, 23bb, ecaade2016_140s39, 09c6, 2048, 7940, c413, 11ae, 868f, 7a2d, 8092, 3c06, 1020, 61e1, d39e, 691a, 8b0f, 9e60, f518, d840, sigradi2014_070w5, acadia14_375f, sigradi2016_814h, 8ff9, a861, ecaade2014_180a45, ba67, 5711, cc0d, 8ef6, 2b4b, de21, 4a78, a07f, 843b, 101c, c24f, 3fa2, 79a4, 3180, 7b57, sigradi2014_345c10, ecaade2014_218z55, 4c38, d339, 0a81, 2374, d4fe, 0c02, ascaad2016_010b5, ascaad2016_010r4, bf9f, 219c, ecaade2013r_003n3, 6eee, 8b1e, b02f, ecaade2015_84z16, ecaade2015_77v14, 7134, 6b98, e49a, 18df, acadia14_479ax, 7d56, fba7, 5393, 808e, 4c20, e462, bb93, 6f26, fed8, 9f5f, ae62, 7555, ecaade2017_089y, 78e8, sigradi2016_450vv, d66b, ecaade2015_207e46, 04c4, 985f, c720, b52b, 77dd, 3509, 93c6, 7e01, ecaade2013r_002z1, e05e, 90a8, 1807, 51c8, 62bd, ijac201614103m3, ecaade2017_077zz, 5f35, 5fba, 3d06, sigradi2016_360z, d690, 31d6, 32d3, 1704, 8938, 3356, 78c1, caadria2016_787i33, c6ec, a815, 9a95, 4c1a, 2a70, 582a, ascaad2016_049z20, 3b45, 0cc5, d142, 6baa, 1d9a, 73e5, d640, 32b3, e88b, 7804, d452, 4fcc, b839, 09ae, e296, 2c53, ascaad2014_014o8, 689e, a075, 1316, 7fb4, 6330, 5706, 23b2, 218b, 16e5, 82b1, 6f04, sigradi2013_205i, 3df7, 4e4a, 4962, 9c77, e764, d7a0, ijac201412303v7, 5e69, ecaade2016_130x36, 5ae0, 3f94, b458, beda, d020, a906, 095b, ascaad2016_035p13, 94c3, b8cd, 2aa4, fbfe, d2ca, 4b4f, 5a07, ff61, 08c0, db7b, 998a, acadia14_281ae, c4fb, 5bd4, 2c64, 0c52, caadria2015_102e16, b2d8, baea, caadria2017_096a27, fc22, f507, 10bd, 9024, 0890, sigradi2014_114l9, 77b6, 7d4c, ecaade2017_ws-hybridlabdd, 6ae4, 78f9, ijac201513105e4, 29b3, 0789, ecaade2014_044a11, 1857, 7fa5, efb1, e1ae, 8f65, 52e2, 1a67, adff, 56fc, 5beb, 6152, 1e20, 624d, caadria2015_087t13, 32f8, 438a, e2d8, 9c6f, 250a, d213, 0fcd, ecaade2015_195n41, 4fdd, ecaade2016_ws-afuturen67, caadria2017_003v1, 29e0, acadia16_78o5, 55ed, f186, 8701, ascaad2016_057k22, 9edb, 8d63, 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caadria2016_881c38, 3ed4, d01b, cf64, caadria2016_851t36, acadia14projects_473au, f0da, edad, 6aaf, 5db8, 107f, acadia16_450l26, 35f9, 402f, 8a24, 756d, 31f2, b89f, 9304, 0157, 7082, acadia14_327c, 578c, 7f49, e1d6, 54f8, 158f, ijac201614101k1, 60d1, caadria2016_435s18, 0a4c, aca1, caadria2017_018t7, 5144, 7307, 48c8, sigradi2014_152t3, 5150, 616b, acadia14_135ab, 03ae, acadia14projects_627ay, 889e, bd54, ecaade2014_185v46, 4548, 413c, acadia15_395w16, ecaade2016_ws-dleadz67, fc4a, 7c8b, cf8f, 77a8, fb97, sigradi2013_429e, c497, b275, d375, b1a0, 163f, b63d, 0552, b001, 66c4, 08d6, 7a29, 44df, 0455, 87d6, ecaade2013r_011i7, ef82, 7ab0, 2674, b12b, 1c59, 549c, 2a41, 6f87, ecaade2016_222e57, 0297, 08f8, acadia14_479c, 4ea6, 1032, e4d9, 85aa, e1d2, a3c6, d35e, c709, 9971, ecaade2015_22y4, b029, ecaade2016_136m38, ecaade2016_147x40, e47c, b828, 7c3b, 9117, dc9e, ed03, 9ee4, 20f0, 587b, ecaade2014_184p46, 33f8, 008a, 47dd, d93d, 1a23, 558c, ecaade2017_291j, 96bb, 5ae7, caadria2016_861b37, bac6, dcb1, e6e0, 3bdb, 3ccf, ecaade2014_218r55, ecaade2016_170v48, 977e, 1be9, acadia14projects_339ad, 12e3, 9808, 3e23, caadria2016_063t3, caadria2016_777w32, 9515, ea4a, 27b3, caadria2017_021k8, 0ec9, fbe7, 7066, 8de6, f767, d247, 2529, efc5, 8a2f, 5d09, 62ba, 8dc3, 37b3, 19c0, cd24, d595, caadria2017_183e44, 7f3f, 7605, ecaade2017_269rr, 8d01, ecaade2017_170c, 0ab3, 3ed6, b7e1, f9f9, 9eba, ecaade2016_167z47, a986, 2e92, 65e7, sigradi2014_181u5, 11ad, ecaade2014_149f35, 4933, 8864, f086, e642, c60b, bf0b, 377a, 11c6, b048, 7524, c9fa, 94f3, 5f89, 60fe, a85e, 75ac, caadria2015_054m6, sigradi2013_275g, d6b7, ecaade2014_057j14, f0b6, 1346, a0ee, 519d, 7d37, 33ae, c97f, 9940, 579e, a71b, acadia16_130j9, 9a86, e369, ecaade2015_202k44, e5ff, 72ba, caadria2017_023j9, 843f, 49c4, d8ab, ecaade2017_192a, 3ec1, 21b7, 0cb4, ecaade2014_111a25, 67c8, 5bd1, c62f, c3fd, bc65, 5d39, d179, ecaade2014_094n22, 1696, 560e, 6b2d, dcda, 1bd3, e6c9, acadia14projects_145y, 78eb, 8e47, 9ab1, 681f, 6ad6, 7579, 9829, 7c9b, 69cf, 015a, 6025, 1aa9, c5df, e80b, dd72, f1c9, d7ea, 1368, acadia14_135k, acadia16_450o26, f113, sigradi2015_sp_8.284p30, d46d, 8d84, 8793, 22bf, ecaade2015_18x2, 94f0, b164, caadria2017_051k16, 3541, 9828, dd39, sigradi2015_2.213z1, afb8, 1120, dd4d, 8bb5, db0a, 9cd0, 8e7c, 2bae, ijac201412201h1, 59a4, 3973, 63d9, 63c9, a210, 7c60, 3894, a832, 6a17, 2d5d, 8c01, 805d, 196f, d40d, 664b, 44f7, a7e2, a161, 23c3, eee2, 4c3d, 2a78, da12, 0b37, 36d7, 1e1c, ijac201412304t1, be4c, 1733, 869f, caadria2016_549j23, ecaade2015_172b37, 612b, d251, ijac201412206u4, sigradi2014_266l2, 0ea8, 34f5, 7d7f, ecaade2014_140j31, bccb, bcc6, acadia14_125ad, 13bc, 50f7, b56c, sigradi2016_375j, sigradi2014_015i1, caadria2017_021g8, b631, ascaad2016_006i3, 457d, ecaade2015_33i6, 56d4, 6acb, 30ec, caadria2017_074n23, ijac201614305d3, 9f72, db93, 41a1, ecaade2014_019g5, e396, 48c5, ecaade2017_019tt, acadia15_110v3, 3d2a, 7905, 8ea2, 7bd0, caadria2015_124w19, sigradi2015_7.203g10, d64f, 2381, ijac201412403h6, 4c2b, 5fb2, caadria2017_123s32, fee7, 7287, c1a5, 8116, ijac201513305o12, 5303, ecaade2014_112l26, acadia14_445ag, caadria2017_079y23, 660f, ff22, 2021, 8207, 4a59, 4c97, ecaade2016_028l8, 81a3, c858, e8ef, bd5f, ijac201614207v11, acadia14projects_497s, 1c34, acadia14projects_579a, adb7, ebe2, c0bb, ee98, 42cb, c1ea, caadria2016_187b9, a592, 0549, 362d, ecaade2017_142xx, 1f2a, 6607, 461f, 2b9e, bdb5, 3e2a, 521a, 14a9, 60b0, caadria2017_052x17, acadia16_34g3, sigradi2014_063x5, c284, 0bae, ca65, 0240, ecaade2017_017s, ijac201412301n5, 67e4, e0db, sigradi2015_6.151c8, 2807, b725, f785, 1fc2, acadia14_445ab, ecaade2016_028m8, c868, c1f5, a9fd, 9629, 54e0, c345, 842c, 57e3, 024e, 23ee, acadia16_478d28, 0c91, ijac201614201n6, caadria2015_002e1, acadia14projects_681ah, 9659, 13a3, 3fd3, ecaade2017_117p, 3628, 8fb3, 4d63, 1575, e475, 7614, 3478, ddc8, ab6f, c841, c57b, f2f4, 7319, 82d5, 7fba, 38fb, f7ac, sigradi2015_10.7i18, e7b2, ecaade2015_130i26, 5b2b, 3e06, ecaade2014_225r58, ecaade2014_221k56, 344b, acadia16_260k16, sigradi2016_654qq, d5d3, fca8, aace, 0a3c, 888d, ecaade2016_108z29, f546, d87e, 33bf, 3ffe, eb7f, 3f45, 8cc5, c657, sigradi2013_268j, d613, 845b, sigradi2016_512a, 100c, caadria2017_057d20, acadia14_549t, 9ac7, 1e4f, 01c4, 06c1, cac7, de22, f943, acadia14_619as, 9cfd, 4d71, 7463, d5af, 3d68, d24c, e005, sigradi2013_243u, 5587, a286, 6711, 29e6, 9e45, 7a06, 6982, 4ffa, acadia14projects_601ag, ecaade2015_285z62, bf78, 5c03, 78ec, b6d9, da43, d89b, a0ab, b7a6, 1634, c15d, 3000, ef84, 7dea, 6f7b, caadria2015_033c5, f31a, c2b2, e269, d911, 0d5f, 3231, d2d8, 6884, 9bbc, 940f, bedc, acadia16_270w16, 8d33, acadia14_661g, 99cb, acadia14projects_661d, ijac201412301l6, 7c4c, a44a, 7c7a, ecaade2017_201c, 34c6, e816, 0cd4, e0e8, ecaade2017_032i, ecaade2016_018v4, f608, c334, caadria2017_037b12, b1a4, 957c, 19e5, a4dc, caadria2017_122v31, bccf, 33c2, ecaade2017_140cc, f4ff, f032, 1abd, ee3e, 48a7, ecaade2017_155l, 0166, f691, eff6, bf2f, ecaade2016_bkou65, b50e, caadria2017_147y38, 93d3, a901, 01b0, 2cb3, 5048, 62e4, caadria2015_014o2, 8915, 50fe, 5e15, 4aea, 4780, 1de9, 335e, 1dd2, ecaade2016_013j3, acadia14_565aa, 33e8, b1a6, 83a6, 6dae, e0f8, 7cd3, ecaade2016_065b16, d728, e3f9, b4ef, 5c7d, 7e3c, 4ca8, 705f, b9bb, ijac201614309k6, sigradi2015_8.239w13, 56d5, ee89, d1ab, ee83, 60c3, 6c2a, 7542, 5ccb, ae1f, 93eb, 7911, 2a28, 9f4e, 6a4c, ecaade2015_233y52, c8b9, d116, b47f, 0835, 1e5b, 79a6, 8feb, 36b9, e5b4, 0b74, ae07, 15cb, 84ec, e5e6, sigradi2016_534mm, acadia15_110b4, c710, 047c, 0493, f828, 0080, 8c48, 891d, fb4c, ecaade2015_101g20, 1614, b8c1, f14f, caadria2016_343h15, 5b7b, 2235, 97df, 690e, 5cca, 8eaf, b6df, 2669, a19e, db24, 763f, 4625, 2b47, ascaad2016_041l16, ecaade2015_158b34, ecaade2015_247f56, 7c23, d71d, 0f57, b506, 92fa, 98c0, f120, 2055, sigradi2016_448w, 7320, 1ec4, c1c6, d0bf, c9d6, 765d, 580f, sigradi2015_8.77p11, ecaade2016_190v50, 4382, 3589, 9c1f, f152, 1cae, 2f1b, d281, e266, 0108, 2499, cb86, 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e267, d9f7, 9731, 2da1, 07ad, 23f6, d2f0, ecaade2017_256gg, 99ed, ace0, 268c, 6a8d, 5788, 4926, ecaade2016_111p30, 42b6, 4911, acadia16_184m12, sigradi2013_379, caadria2015_010z1, 5fcb, caadria2017_079w23, d6ba, e33c, 4b38, 203b, 81c8, acadia14_291h, 58b1, 8c27, 30bc, 6d2e, 8b7d, df9b, 2d8b, a636, f65b, 2003, 1fba, ecaade2016_164i46, 164a, acadia14_347ag, 35c0, 02eb, 1402, d1e2, 41eb, a9f7, 5012, a831, 59dc, e748, 35d0, 66dd, 23f7, aa15, sigradi2014_144w2, 8c0c, 3f24, dcf2, sigradi2015_12.215z27, ee7c, 1bb2, c2d6, 709a, ijac201412306a3, 2283, 12a7, ab5e, 1753, 59a6, ca52, ecaade2015_37g7, 9eb7, f8e1, ecaade2016_067h17, 8447, 6cd3, 692f, e8e5, caadria2016_703p30, ea83, cb85, b74c, 4c13, 0c33, a14f, ecaade2015_139w29, 8346, ed83, 2b2b, fd7f, 0508, 665d, 0c1d, 5dcd, ijac201614307j4, sigradi2016_639ff, ba99, 87cf, ce0f, 9f36, 7583, cdb3, d7f6, f208, 473b, 7ef7, 1c84, 1c65, f199, c64e, c196, 3d78, 1308, e61a, 8eff, c0fa, 4587, 27d0, 7c92, c8fb, 5f31, e95e, 1a96, 97de, 733c, 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ecaade2014_239j61, 071a, b6b5, 8f1a, 967d, 1d68, caadria2016_507g21, 69e9, ff0c, 1470, 9178, ecaade2014_067w15, afbd, 57cf, 7a9e, 6e4e, 98d8, 19d3, a990, f8b5, ecaade2017_009ee, 0fc4, 9d20, 6afa, 122a, 9ffa, 6653, e43f, a68a, 4bcd, ecaade2017_028o, 9bef, f847, 9fd8, 1cde, 5e49, 12dd, a124, f59c, fa74, 0ebe, ascaad2014_013u6, e8b7, 0e3b, 4a60, ecaade2017_288w, fba5, sigradi2014_074z6, 47ae, ecaade2015_138r27, 75b7, c7d9, 068d, d904, a5ae, ecaade2017_273s, ecaade2015_84c17, a69a, sigradi2013_248b, b647, 9cc2, ijac201614307t4, 4eca, 1ddd, 4efe, caadria2015_087b14, bbf4, ecaade2016_208v53, 71b9, acadia14_531z, ae7b, dd8a, acadia14projects_153c, 5722, abd1, 210c, 7013, d6aa, 745e, d60b, 2a9a, 2790, acadia16_488t28, 988e, 57d0, ac96, 544c, 92dc, 2463, 3d23, b499, 2f3f, 063f, 08c2, caadria2017_174w42, c08e, fe73, 1e1b, 51d6, 04a7, 3791, ecaade2016_068y17, 7c38, f100, d1cc, ecaade2015_138r29, b046, eab1, 1c26, d853, 48e3, b3e0, d736, 2b56, 6d53, 064e, 8260, a92a, c0a1, 74f9, fa6a, 337e, 1542, 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5770, caadria2015_014k2, 4d1d, 444f, d04b, acadia15_81r2, 6f46, 04de, 7130, ecaade2017_079z, b63e, 07b8, 7702, a4f4, 9347, ecaade2015_229i51, 7803, 2566, c2f8, ascaad2016_007k3, 1d3a, e76c, acadia16_154p11, c26f, 3fc7, 0b77, d047, 44b5, 17c6, c03f, 82bb, f9d9, 3d16, 9c59, caadria2017_004n2, 7b85, d8a7, 5ef5, ijac201513303f11, 8979, 8329, d235, sigradi2016_686vv, 24b6, 39f2, ascaad2016_001g1, acadia15_513z22, e92e, 3d45, d709, 5c6d, f413, 174d, b1da, 0b68, ecaade2014_071y16, f40a, ecaade2017_211bb, ijac201614208z13, 34f6, ecaade2016_129f36, 327f, caadria2016_683f29, dfc2, b378, ca49, ecaade2015_164u34, acadia14projects_463aw, 5b78, ae2a, e2f7, caadria2017_107x28, sigradi2016_440hh, da88, e8f9, 1e5e, f11c, caadria2017_104t27, 75fe, 1b18, aa99, 2d66, ijac201412405p8, d9cb, ecaade2014_176c44, 59c1, 43a2, f0d2, c4e8, 4232, f303, 5f1d, 83a4, 4c65, ea3c, fa37, cce6, ijac201614105b5, 86be, 8148, caadria2017_095e26, 2c0c, 9fea, d581, sigradi2015_8.47m11, 2101, 0404, adcd, caadria2015_226m34, 1c3b, f00a, 9a8a, b64a, ecaade2017_282e, c964, de43, acadia16_382f24, 0c4d, 4d3b, e2e2, 80f0, ecaade2015_217m48, 488d, 91d3, ecaade2017_257uu, 334a, 7d5c, 53ff, 231f, f217, 8929, 5f1f, d7d2, sigradi2016_816qq, 6bc3, 9d4c, 3e31, ijac201614204k9, cf19, sigradi2016_420tt, 9300, 14f0, ecaade2014_194y49, sigradi2015_10.309j22, 96b1, 0021, 901c, 3a84, e0c5, d694, sigradi2014_214c8, bb32, ecaade2014_215b55, cc9e, caadria2015_130i22, 0880, 0c2c, acadia14_627a, 680f, 0ee8, 8f7e, 0c24, abfb, d5a7, df7b, f3d7, caadria2017_021b8, a2e2, 56f7, e202, acadia15_451u19, 5291, fe2c, 0a91, ecaade2016_164l46, 7670, bf47, a9da, 37fc, 8f29, 921e, b9d9, sigradi2013_285e, 00aa, 0696, ecaade2016_123g34, 67dc, 6c41, 4a47, 5eab, 1116, 6887, 5c80, acadia15_431j18, c725, 4dfc, 95e0, 638a, ba36, ijac201412408k1, acadia15_81u2, 174f, dcf5, 3533, 68d2, 2780, c172, 95a5, ca95, 3d5e, 6e02, 6832, e5eb, 97a4, f2d7, 3374, 6b4a, 0fc8, ascaad2016_008d4, 1a32, 6be4, 06df, ecaade2015_116k23, 5c75, acadia16_224t14, 5daf, ecaade2017_085c, 99eb, ecaade2013r_013y7, 81e8, 78d9, b84f, 5b99, 0b2f, 4532, caadria2015_164c25, sigradi2013_389m, 4b43, 5732, a4f3, 414e, 7b44, ijac201513206x8, fe4f, de19, 6f08, 12fb, e505, 9226, bf16, d449, 8743, 0fa7, ecaade2015_233z52, 06c7, 4550, fb85, 509e, 1b3b, ijac201412403t6, acadia14projects_487e, 5fc1, 442d, acadia14projects_237as, 1fda, 41ed, 4d44, caadria2016_321n14, ascaad2016_039k15, 73df, f92f, 9f96, b932, e8ee, ascaad2014_001f1, eed3, ecaade2016_023m6, 9952, c9d3, 3ddf, c71d, 21d8, acadia15_95h3, 3411, ecaade2014_153x36, b806, c3c4, 8428, 85ba, f770, fef8, 2892, d467, 562d, 90ff, caadria2016_703m30, ecaade2017_290oo, 0387, acadia14projects_153at, c4ef, 01f1, c852, ecaade2014_149f34, sigradi2013_43v, 2adc, 0713, b12e, ecaade2017_059mm, 3103, 6c84, 932e, 73b9, ecaade2014_029w7, a595, cebf, ascaad2014_027i7, ecaade2017_201g, ijac201513202o6, 8e9d, d6f3, 7f7a, a3fd, 312f, 0160, 5dbc, 5944, 64f2, 1a64, caadria2017_142b37, ecaade2014_180w44, ecaade2017_156t, 5e2c, caadria2017_110h29, acadia14_579j, sigradi2014_132u1, 2199, b63a, eb3d, 0703, f79b, 4cc9, caadria2016_507l21, 36c4, 42b7, 3c9f, 6b77, acadia16_308v18, fd61, acadia14projects_435am, bb8c, 144d, ascaad2014_014e8, 3c23, dbf9, a665, 4ce5, de29, 70fd, 93fb, ecaade2017_019mm, e4c1, 6efe, 80e5, adf5, acadia14projects_661k, 07b1, a282, 137d, b8cc, 7f8c, ecaade2017_048w, ee52, caadria2017_079x23, 41a4, 86bd, acadia14projects_589g, 3242, c067, 53e5, ecaade2017_232f, da60, cd72, 02c9, ed4c, ecaade2013r_002w1, 4d2c, d1d2, c2a8, 2080, 06a0, 036e, 7c08, d101, sigradi2015_11.136z24, 0f45, 68fa, 89f3, f44b, a1e1, 0a44, 9d7c, c4ee, 5fda, 9e61, b598, c2fd, 2fd2, 5f59, 20db, f0ed, 4045, c91c, 9339, ecaade2017_094m, caadria2017_072c23, 7e6f, f28b, ijac201412403g6, 3ff3, sigradi2015_3.221r4, 5fce, sigradi2015_3.221u4, caadria2017_142i37, d084, caadria2017_079t23, caadria2017_002h1, 0e99, ec31, 589e, 516b, a812, 7c72, 87c0, acadia16_196g13, 2345, 96a7, 658d, acadia14_619y, 0097, 2938, 4400, fd28, 533a, 34dc, 5ae4, 92d9, 3fed, 311b, fef4, sigradi2013_391i, acadia16_308b19, c3c8, caadria2015_203l29, 881f, ascaad2016_043i17, 2146, 6192, c8d9, acadia14projects_365al, ecaade2017_290mm, b06a, 5a91, ecaade2017_215bb, 910c, 427e, cc7d, 16de, 0ce9, fa8a, sigradi2016_446j, 9cc9, fe8b, 1e57, 2bcb, 697f, caadria2017_104x27, 4516, f924, 99bc, 912b, bc6d, 7553, 8905, d57a, d231, 629c, 075e, ecaade2015_27s5, fbad, 08be, 8241, 8461, sigradi2016_450pp, acadia15_137l5, 2f1c, c714, 1681, 4864, 21cb, ecaade2014_233m60, e938, caadria2015_122n19, 6c07, 83d6, acadia14projects_339x, 9076, acadia14projects_637ag, acadia14projects_487i, e647, 8972, d2d5, 9c96, 6e5f, ecaade2016_ws-afutureo67, 6223, ab37, acadia14_473am, 5581, a29f, 6a5c, acadia14_267l, 2643, 9038, ed36, 2605, f0fe, ecaade2014_168r41, ijac201513202k6, 8de0, 7010, c536, 18ff, 9d29, de24, 08b2, 41bf, 27de, sigradi2014_015h1, b496, acadia16_394h24, 5201, a061, sigradi2013_234d, f584, 10b5, e14e, ecaade2014_186t47, ecaade2015_94f19, caadria2017_118v30, 92a1, e43d, 8f70, dc31, 0d21, ecaade2015_21j3, ecaade2014_011h2, 9b3c, 2952, 1592, 702c, 8304, 9815, ascaad2014_005k3, 0c7a, acadia16_62h4, f22c, 6664, 17e9, c89e, f70b, cf45, 8582, ce5f, 6aa7, 764c, 31e3, 3ec9, ijac201614407w4, 4b91, baf0, 9d2e, acadia15_323d13, ijac201412304x9, 0f72, 6e83, a66d, 9311, ecaade2015_268c59, fdf9, c9d8, 3d1d, acadia14projects_517n, 105e, 2073, d8e6, bd22, ijac201513203r7, 5d61, 55e5, sigradi2016_483jj, 39aa, 6362, 1dd1, 305c, f7ef, 7973, 21ea, 9136, 9388, c5bb, 76e1, acadia14_565n, d970, 2e50, b7e8, 8a01, 5d18, f3b6, ecaade2016_070o18, ecaade2016_bkon65, 3a66, e555, ebae, sigradi2013_208l, de31, 0ec5, e680, sigradi2016_414hh, 1b7a, df84, 8281, cd8a, acf1, 25ea, 104d, 215d, a838, caadria2016_105x4, eb7b, 8170, 2e55, 14de, a