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 Rhodes, Michael L.
year 1979
title An Algorithmic Approach to Controlling Search in Three-Dimensional Image Data
source SIGGRAPH '79 Conference Proceedings. August, 1979. vol. 13 ; no. 2: pp. 134- 141 : ill. includes bibliography
summary In many three-dimensional imaging applications random shaped objects, reconstructed from serial sections, are isolated to display their overall structure in a single view. This paper presents an algorithm to control an ordered search strategy for locating all contours of random shaped objects intersected by a series of cross-section image planes. Classic search techniques in AI problem solving and software for image processing and computer graphics are combined here to aid program initialization and automate the search process thereafter. Using three-dimensional region growing, this method isolates all spatially connected pixels forming a structure's volume and enters image planes the least number of times to do so. An algorithmic description is given to generalize the process for controlling search in 3-D image data where little core memory is available. Phantom and medical computer tomographic data are used to illustrate the algorithm's performance
keywords algorithms, AI, image processing, computer graphics, methods, search
series CADline
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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ijac201513305l12, ecaade2017_253aa, e092, 9c4c, d06b, a64d, ecaade2017_072j, 1838, ecb4, ecaade2016_018j5, 1123, 3537, sigradi2015_8.264r14, sigradi2016_446qq, c158, fa7a, 2e76, df2e, eb8f, c9c7, ecaade2014_180a45, 3f68, df18, acadia17_222t, ecaade2015_248w56, 9aff, a4ae, 1344, 5e32, f49b, fb9a, 6ec3, 6732, 0e5b, 1c02, 136b, acadia17_318o, cb9b, acadia17_38ll, 6283, d195, 452f, ecaade2015_302o66, f0bd, b179, a481, ea65, 4ada, 19dd, f948, ecaade2016_mrto66, 5631, aa65, d35b, a957, 0f43, 2f7c, acadia14projects_637ai, 8ef5, 1961, b3c4, 22bf, 7b0d, d019, d94e, 67b0, 5735, 1c03, ecaade2015_253r57, 1304, 4b8d, 517a, 4b62, 9805, bb25, e26a, ascaad2014_035s1, a062, 7634, ecaade2015_180c39, acadia15_431k18, 6ae1, f085, 6dd5, b9f1, 9ef3, 661d, e170, 5c43, acadia14_101ap, 0978, 6ea3, 13bc, 161e, baa1, 15a4, 8392, 3415, acadia17_491s, ijac201614407j4, 9238, ecaade2015_221p48, 2379, a760, c184, 6686, 26ae, ecaade2015_279x60, acadia14_565l, ijac201614407s4, 58bd, 1dab, 2632, 504c, ecaade2014_010d1, 9045, 0ed4, acadia17_100m, d8d1, 9cdb, 3139, 3049, 5470, dbdc, d59f, e19f, dd6e, 4553, 8d6a, f6c9, e252, sigradi2014_123u9, 06ed, 2b34, beb0, caadria2017_058o20, a23d, bbb0, 3eff, 6c65, ecaade2014_084z19, d38a, 65d0, 5d04, d085, 74ee, sigradi2016_407z, acadia14projects_497aa, a208, 9560, ascaad2016_038n14, d586, 72c2, 92d8, a04e, 5457, d733, 2364, 69cf, acadia17_491x, 96d3, ee12, sigradi2015_2.137k1, 4784, 3344, 8360, baf2, 93c6, 95f6, af6a, f28c, acadia17_339ss, 2c5e, sigradi2014_232v8, 87ac, 29ad, 52c3, 4973, 5805, e3c8, sigradi2016_381l, 3af9, cae4, bd73, ecaade2015_173g37, caadria2016_631i27, 78b2, d797, b053, bfde, 5793, 30a3, 0ffc, d051, 1499, 9b93, ijac201412407t9, a561, 960c, 39b5, ec8e, f2c4, 7fb6, ca87, 0551, b997, a609, 4d28, acadia14_199al, sigradi2014_074d6, 4a01, a8c0, 2d1b, 767c, 918a, 24d2, efed, 1fd3, 9037, acadia14_655ah, 58dd, cbee, ecaade2017_215eer, 1b2a, ecaade2014_146t33, dec2, be4f, 67fd, dc41, fb29, sigradi2013_429f, 5203, 8875, 5937, ecaade2017_269e, 13e1, 18c6, a03e, 5100, sigradi2015_4.52m6, 760b, 45b9, e42f, bfe4, 2bd3, 68b7, 22b7, 46c0, cd43, 151b, 0ac3, 851a, 14e8, db3f, ecaade2016_105f29, 066d, bd1c, ac0b, bed9, 5655, 53b4, 8c7f, 8b9e, 051c, 9523, 57ec, sigradi2015_4.219k7, d5ee, be5f, sigradi2015_8.186f12, 4771, d86a, caadria2017_163t40, 7f90, sigradi2013_347s, ecaade2015_115t22, fcd8, ecaade2016_048w13, 378b, 7506, acadia14_229k, 148b, b1da, 9dc6, 0e71, e23d, e37b, ijac201715105v, 03ff, sigradi2015_8.339y15, 48b6, 6f6b, caadria2017_004r2, 7bfa, 721e, ecaade2015_314k68, acadia16_72w4, 5ffb, sigradi2015_11.136o24, 786d, 5c86, 1e41, ecaade2016_199y52, ecaade2017_017m, 67f6, bca7, b5f6, 1582, 1c8f, ecaade2017_152ll, d368, ecaade2016_167u47, bc41, d88f, acadia14_23ac, 5234, 8fdc, 0df6, ascaad2014_017a1, d146, acadia14projects_661i, 8a0e, b3b4, ecaade2015_314c68, 8d3c, 69b4, eac9, caadria2017_129w34, dbc8, 6256, fd2d, 86d1, d736, e317, 7f67, d22a, 1d87, 216a, 4232, 0268, fb76, caadria2017_165z41, ecaade2015_53u8, caadria2017_127f34, a841, 2b2e, c55a, 3305, f0db, 97b6, 1605, 7e34, c20f, 2c10, 50ae, 63b3, 63a7, 6e91, d9ea, acadia17_62ii, 34b7, 98ae, ecaade2015_110f21, 6c23, 86b9, fafb, 1551, 168f, 8c8a, c04b, acadia14projects_43ab, ff4e, 031a, e5c7, dd48, fc94, 43fc, 98ee, 2d2b, caadria2017_115n30, 8a77, ecaade2016_tkoe67, 47ca, caadria2017_051n17, ijac201513302e10, b809, 0953, 700c, ea01, 275f, 06b2, 2e03, ecaade2015_280a61, 7ced, 7b97, 393c, f622, cfd2, e633, acadia17_290m, acaa, 6a44, 31d8, acadia15_323w12, acadia16_78o5, 36d0, 08d4, acadia17_464d, 36b5, 8a14, 6b94, acadia14projects_637ag, 82e6, 2370, ascaad2016_051c21, 11f9, 18bf, ecaade2015_64k13, f789, 02a5, caadria2017_155p39, 1d54, sigradi2015_8.328p15, ecaade2015_109u20, eb0e, 7c4f, e859, ecaade2015_55d10, acadia17_221ee, caadria2017_189f45, acadia14_75d, 3757, ec8b, a635, 71a3, 3dda, 9425, b103, sigradi2014_075e7, 6e2d, a7ed, 4d52, 2e63, afc4, 0e6b, ijac201614203u8, 9b6d, e136, ecaade2017_122oo, caadria2016_229u10, 7fc3, d163, 885f, a14e, d200, abe9, db74, ef13, d0bd, 95e4, c6d7, ecaade2015_247e56, f9ac, 4902, be2a, a6c3, 30da, ecaade2017_080ee, ca20, 4e4a, caadria2016_487v20, d517, acadia15_297w11, ecaade2017_140nn, 9a98, 0bc9, 28b2, 2bd5, c5bd, ba30, b73e, d2c5, acadia14projects_565af, d406, b424, ec09, 027d, d40a, 53e6, f353, d4cf, b878, 15e8, f65e, eb5b, 07e2, 40a2, e42b, 1181, 3729, 8eb2, d4a2, ecaade2015_130d26, 65a5, 9b4a, caadria2016_405t17, 67db, 7b2d, a644, ecaade2017_073l, f73c, ec23, 699f, acadia17_221ff, 2f82, ecaade2017_264ww, f22d, cacc, caadria2017_129r34, 0792, ce67, 206f, dfa7, acadia17_620yy, 0323, 06ff, 98da, 2ed6, sigradi2013_425o, sigradi2013_347, ba29, 62c5, ecaade2014_201b52, 8b83, cc22, a7fb, df42, 8f52, sigradi2015_9.347s17, 8e0e, f59a, ecaade2017_032j, acadia17_403m, 015c, 1ff0, da90, 0ec1, 4c5c, efaa, 9eb4, acadia16_12j2, b8fc, ecac, ffb5, 5343, 1365, 8f15, dbcc, 3841, b599, a677, 3c05, b9a8, d009, 0788, ecaade2014_221n56, 2f1b, fadc, cf48, 787b, ea00, ecaade2017_031rr, caadria2017_163l40, 0144, 36f5, 1b07, d767, 045a, bef5, ijac201412205s3, 145f, 46f7, 102e, 3d64, 7e46, 5bb7, acadia17_474o, ijac201614306d4, e242, 24e8, d321, sigradi2015_10.377u22, 0695, sigradi2015_11.34c24, 9313, ce6e, e2e4, acadia17_283pp, c18f, ascaad2014_019x2, 3326, f9d3, 6d28, e243, 6345, 78bc, 7f66, 1f30, 3b72, 211f, c41c, a893, caadria2017_182s43, be9f, 040d, cab2, 7c1d, acd6, acadia17_628pp, 70ed, beb1, 81db, 2cdd, 8e92, ecaade2014_009c1, ecaade2013r_016v8, 14ea, 39fc, 2d54, 9a8e, 05ac, 3c98, 9c6f, ecaade2017_056a, 7f1c, f5e9, b68e, caadria2017_016j6, 2516, 5cb2, bd8a, sigradi2013_194u, 615d, 6377, sigradi2014_084b8, 3bd7, ecaade2015_273g60, acadia16_308e19, aa47, 2c12, ecaade2017_265v, ecaade2015_130w25, ecaade2014_163j40, ca8a, ecaade2014_100i23, d7b6, e2f2, e072, 20bb, 7b5d, 202a, 914a, 99b1, 5803, 3a43, 19f7, 490f, 9185, ae50, acadia16_98i7, sigradi2014_128h1, ff37, ijac201614105c5, caadria2017_055l18, 0161, f16a, 1cbf, sigradi2016_817k, d1f7, 4f8d, a26d, c238, c22e, sigradi2013_30e, 14a8, caadria2017_145z37, d4c3, 1863, 9af5, acadia14projects_565ac, c0fa, 8b4a, 4b7f, fed2, 9f2b, bdda, 5df2, 2275, f5f9, a309, acadia14_63ab, ae4b, b7db, 3136, 9638, 4986, b0de, ecaade2014_010l1, 20a8, sigradi2015_10.140s19, acadia14_619ao, e9ff, e86d, 4a63, 680f, 6793, acadia17_512i, acadia17_572kk, c159, dcab, c63e, 7c40, 1036, 20c0, 76f5, a64b, ascaad2016_045i18, acadia15_381r16, 93bb, 04ce, d5f8, ijac201715202ff, 0c9d, 595e, 4068, acadia17_390rr, acadia14projects_539b, caadria2017_131g35, acadia17_414vv, 3542, ecaade2017_291q, ea97, b7fa, ijac201614105w4, e2fc, 1b61, ecaade2017_274q, 02af, 5531, aee3, 37e9, 07d5, acadia14projects_531k, ce77, 40b7, acadia14_399al, ecaade2016_108z29, 4032, 75c2, 86c4, e007, 02b1, 5f7b, e444, a867, 7d0e, ijac201715203i, eb34, 5a14, 1999, c98e, 451e, ecaade2015_225g49, 608e, ecaade2015_122l24, sigradi2016_431q, c6a1, 6d24, 175d, 23fc, ijac201614206u10, a6f4, 4025, 9232, 14d9, f619, f1da, 620b, 2add, 63e3, eec3, acadia14projects_661j, 254c, acadia17_598vv, 4227, 0752, ecaade2015_113r21, 58dc, 89a4, b8a4, 7a66, 06ea, e0a8, d05a, 10d6, 9e8f, ff6c, acb4, 3414, 4feb, 51bb, acadia17_648uu, 72cc, ae7d, ijac201513303h11, ecaade2014_044a11, ecaade2017_006tt, 57d5, ba70, f41d, d90f, sigradi2015_3.345v5, 0f08, sigradi2014_169s4, 8628, 9a91, befc, a1fd, ascaad2014_018b2, fd71, d04c, 69a4, 8911, 77f3, 9c66, 289a, acadia17_426a, a134, acadia17_374bb, 91ed, 6e81, ijac201614105i5, d5c5, sigradi2016_590g, 553f, 065e, acadia15_243c10, a187, ef1b, d335, caadria2015_099r15, d71c, 9111, 0a0f, ecaade2014_147x33, 63ae, 97ab, 12c8, 95b2, 63c4, dc00, ecaade2016_013m3, ijac201614207i11, 5046, acadia14_463at, 5423, 536e, 3e1d, e5bd, caadria2015_130g22, eeaf, 6494, 7439, 48df, 409f, ecaade2016_132s37, 4ea9, 2245, 8f11, 3531, cf40, d772, 738a, dd55, ecaade2014_167m40, 14a0, 6db3, d2bd, caadria2015_150c24, 8aa4, 5f0e, ec63, 74f7, ijac201412402p4, c18b, 466c, 4656, 2572, ecaade2014_224b58, c231, 4a69, e278, 979e, 3516, acadia17_71b, c452, b4fb, b3f5, 15b4, ecaade2014_127p28, dd08, 260d, acadia17_472pp, 2492, 3cd2, ecaade2014_143m32, 29f4, f8da, aa8b, 22ab, 7543, ijac201513201c6, fda5, 5a62, d1db, dfe3, caadria2017_003a2, b64f, 1b69, 4bcd, 5ee1, f793, sigradi2016_450a, sigradi2014_239a9, b1cc, ecaade2017_215q, 9969, 9421, dd1f, bb98, 344c, ecaade2016_129b36, db82, a3d4, 7043, 74b6, 9038, acadia14_135v, e818, ecaade2017_116d, ecaade2016_217n56, 6dd8, c702, 6610, 89c4, d820, 52b5, cdb7, 0dad, sigradi2014_330l7, ded3, caadria2017_041g13, 46fa, 6f75, 25f1, acadia14_339ao, e193, 480d, 7066, 782d, 41f7, acadia14projects_229i, 66f0, sigradi2015_12.19a27, 03d8, 1649, c5d1, 051f, 5cbd, acadia14_167y, 10e9, ecaade2014_195u50, f58d, 47c5, a1b9, 2452, 12ed, a7a7, ecaade2013r_011w6, 01fc, 589e, caadria2017_031h11, ca01, caadria2017_040m12, ecaade2017_046zz, b844, caadria2015_065w7, dbde, ijac201412305h2, 07a5, 58a7, 77e0, c2d1, 5842, acadia17_190g, sigradi2014_186y5, caadria2015_130x21, 74d9, ef26, 188c, f99a, 4cba, b052, dffc, 69e4, caadria2016_663m28, 5826, acadia16_130u9, dfef, 136a, a70b, c062, f861, f8bd, 011d, sigradi2015_11.136k24, 9dbd, 6727, d8c6, e179, fcfb, 4298, ecaade2014_109o24, 1f54, ecaade2016_065d16, 20ed, c6b7, b4f3, ae77, 355d, de1a, 7d54, acadia16_478j28, 88f2, b080, 8aa1, 2f76, a872, 076d, 4510, 1233, 8c13, ce34, ecaade2014_018t4, 092e, a2a2, ecaade2017_151s, ecaade2015_268e59, bb36, b58b, ecaade2015_59d11, 0e46, 6f5e, 4f20, 83c2, f30a, 2f7d, 5cab, ca43, 94d2, a09a, 5483, caadria2017_147c39, acadia14projects_43aa, ecaade2016_102k28, ecaade2015_87x17, eb2a, acadia15_343f14, 5a28, 5dae, 76bb, 155b, 34dc, 597b, 86e7, 0ed3, 0f38, ecaade2017_155g, ijac201614208x12, f3c5, ecaade2016_071w18, fb2a, acadia14projects_671l, 61b4, eeae, 09e9, 4880, f8f7, 2d7f, 48b1, acadia16_62n4, c7bf, acadia17_473h, 4416, 6594, 1fb6, ecaade2017_302rr, 2a70, 5909, f66b, e427, 398f, sigradi2016_426h, 6aed, ecaade2017_164ff, 74d2, ijac201412301d6, d73b, 2563, ecaade2017_085m, ecaade2016_018g5, 31fd, c39a, b035, b0df, 87aa, 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sigradi2016_815y, a12f, ijac201715104y, acadia17_71qq, 9dc8, ff4f, acadia15_123n4, fe76, 5984, 4b10, c360, c333, 3432, 18a1, acadia15_417a18, 23ec, ecaade2015_298l65, a7f6, 7927, 160b, 629d, ab89, 47d8, sigradi2015_11.196i26, ce95, 627a, sigradi2015_3.268a5, de11, c37d, 9c50, ecaade2017_274z, acadia14_145l, ce47, 96c7, 1112, sigradi2015_3.11c2, b272, 1e4e, 7ce2, 79b3, ascaad2016_022m9, 3ac4, eb85, 8dd7, ecaade2014_157e39, d027, 1cc6, 6080, e35f, a3b5, a442, d2b1, b20c, 2bf7, a564, caadria2015_065y7, 8105, sigradi2016_387vv, acadia17_318a, 2bee, b23e, fa88, 3425, 1e68, 9602, ecaade2016_036r9, 660c, 168c, e082, c525, c56a, 261d, 3082, 6ccd, 62ef, 41df, f4de, 60ac, f915, bf4c, d787, a5aa, 4787, 62b8, ascaad2014_036w1, 5420, 8c5a, 2d24, d9cd, bc1b, ecaade2014_052w12, 5a61, ecaade2015_176z37, d633, acadia17_162o, dfe8, 0fe5, 27b2, ecaade2015_185r39, acadia14_145s, ecaade2015_200g43, 5166, 2458, c632, 1f3b, 4541, b075, d695, 6b0f, ecaade2015_170o35, sigradi2016_815v, 00be, acadia17_520k, 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acadia17_358kk, e8a4, acadia14_339ae, 2cfc, ecaade2013r_003b3, 2b50, sigradi2015_3.212m4, c345, baf5, ecaade2014_095t22, 6194, ecaade2014_133l29, 0be5, sigradi2013_304b, 8290, da79, 0247, 51ea, 292e, a453, 9344, d7c7, acadia14_681ai, 0869, a7ea, acadia17_648bb, a04c, acadia15_81x2, dc2b, d8bb, 2f09, fd83, ecaade2015_336y72, e011, 0150, 7bd8, 92ba, 7d22, 3958, a4e5, d352, caadria2015_208g31, ac35, acadia14projects_199ae, ecaade2014_071z16, ecaade2015_35c7, 50ac, 0149, 85fa, 8942, 7aae, ecaade2016_021t5, 3458, 8b8d, 45f9, 2cb1, 78f9, ascaad2016_042a17, 75b0, 9c90, 398e, 0cb6, 38af, d9dc, 03d2, 0aaf, 7515, 3fc1, f3c4, ijac201614405r3, 4d63, 925e, 6e0c, 53e8, 3525, 5150, 88ef, 7a97, 41d5, ecaade2015_173j37, ecaade2016_132j37, 8da2, df25, 972b, 096b, 8c7a, 91da, 154f, 7117, 792d, a7dc, cd5f, a48b, 690000, c3dc, efa7, 471a, f449, 97c3, acadia14projects_565r, b094, acadia16_72h5, caadria2016_301i13, acadia17_248i, ecaade2015_320o70, acadia17_348c, ecaade2015_144z30, acadia16_270c17, 732c, 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ecaade2017_017v, b6bd, 1245, ecaade2014_195j50, c4a6, 54f4, 9785, 0453, 47f9, 37c7, caadria2017_016f6, 3c68, d7ad, 91d6, acadia17_222yy, b17a, 538a, acadia17_292z, 38fe, 328e, ec1a, 5b0f, 81a3, c2fa, fd89, ijac201412303p8, ecaade2017_079t, acadia17_600y, ijac201513105u4, ijac201715104k, 45a7, f346, 112b, 3e0c, ecaade2014_240k62, 6f7a, ecaade2014_153g37, ecaade2015_155o32, e7bb, ecaade2017_098oo, caadria2016_013n1, fc59, c5f0, ijac201412303x8, caadria2017_165i41, 2f31, b006, 810c, b6f3, 1f29, 3c0e, 8382, 59b6, 3b8f, acadia14_43x, fd50, f2d5, acadia17_71kk, 1ae1, d4ba, b901, 2bf8, e1cf, ecaade2017_085e, ed8c, ecaade2015_164s34, sigradi2016_654xx, acadia15_417f18, b612, fa77, d4c6, ecaade2015_64h13, b15f, 8a6f, 0aa6, 1497, 4485, 7173, 1368, 9446, 8822, 7048, 7b8b, 5f5f, ecaade2016_222n57, e099, 21e0, caadria2016_703k30, 2edf, sigradi2016_673gg, 1418, bc28, 6282, f794, 101d, 107b, acadia15_343t14, ecaade2015_127g25, 074e, sigradi2015_4.219c7, 0f21, 3ace, cdbe, ecaade2015_320n70, b752, 337a, 3814, 48e2, ecaade2015_207i46, c2d7, 796a, f537, 5188, 898f, 5129, sigradi2016_448z, ecaade2015_83d16, feaf, 6dd9, 264c, f215, ecaade2014_113x26, 4925, e80a, 5eb0, e3b5, ijac201513105b5, 9b25, 469c, b568, 9993, 755e, caadria2015_004p1, 7f02, caadria2015_064u7, acadia15_95g3, 2ee2, 1669, f7da, 27a8, e601, ecaade2015_217o48, a384, acadia15_343c15, 856e, 74e6, 5f75, c66c, e88c, a871, c328, 4efd, ecaade2014_157j38, ecaade2016_108r29, 5dc1, 743f, sigradi2016_817r, d5f1, 0775, caadria2016_229c11, 1911, 7b2f, 18ef, caadria2015_073y9, ecaade2014_188i48, b408, ijac201513206v8, caadria2017_163f40, acadia14projects_333ax, ecaade2014_163h40, a28c, 71ea, caadria2017_051b17, acadia14projects_189ar, ecaade2017_229hh, 37ee, 1f69, ddfc, 2dd5, 4933, f256, 555c, sigradi2015_8.189z13, 69b7, 07fc, ecaade2015_72z13, ecaade2016_tkoy66, 793a, d5c4, 0d09, 77b0, 295d, bab7, 33f2, sigradi2016_695n, sigradi2014_079i7, ecaade2017_077pp, c2d4, 9dbb, 3e27, 8907, ecaade2017_108o, 4c6e, 7183, 0de6, 0e3b, 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sigradi2016_694k, 9723, d429, ccfc, acadia14_435ah, 04ac, 5de5, sigradi2015_13.316b29, 7298, ascaad2016_052i21, ecaade2016_163z45, 0eff, 37d2, bd68, acadia14projects_497ab, 0369, ba78, 55d1, 271b, fccc, ec0f, b7d0, 879b, 5bbe, 9250, c053, 58af, 9950, e1ba, 8d2f, f4f5, dde2, 72cf, ecaade2016_ws-afuturep67, b9af, 146d, 1e3e, 8654, 30fe, b7d7, ecaade2015_235z53, 0251, ed48, 19bd, bea0, ascaad2014_006v3, sigradi2013_386n1, sigradi2014_197z6, c676, a869, ascaad2014_026u6, a2ae, ecaade2017_032a, 59c2, d151, a1ff, 3ac2, 9ead, ecaade2017_309oo, e333, 9c64, 551b, sigradi2015_11.222v26, 2d44, dc78, 0f22, 9bfd, e293, 78e2, ecaade2016_071y19, 6d46, f06a, fa11, acadia14_219az, f434, c8c4, 168b, caadria2017_033p11, b78f, f888, 933e, 842f, 574b, 6044, 8008, 014c, 1f61, sigradi2015_4.219x6, ijac201412201a1, 52ab, 118e, b433, fa62, 041b, 27be, 9927, 49cd, 38fb, fb6a, d178, 2ad5, acadia15_395e17, 61d1, 9fa5, aff2, e705, 4090, 20b2, 5f86, 0c36, 96eb, acadia15_185c7, 1f94, f0b6, eea0, ce85, 6a22, db11, 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