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 sigradi2012_95
authors Groetelaars, Natalie Johanna; Arivaldo Leão de Amorim
year 2012
title Dense Stereo Matching (DSM): conceitos, processos e ferramentas para criação de nuvens de pontos por fotografias [Dense Stereo Matching (DSM): concepts, processes and tools to generate point cloud from photographs]
source SIGraDi 2012 [Proceedings of the 16th Iberoamerican Congress of Digital Graphics] Brasil - Fortaleza 13-16 November 2012, pp. 361-365
summary This paper treats the technology to generate point clouds from photographs, more known as Dense Stereo Matching (DSM) or Structure from Motion (SfM), among other terminologies. The article presents the concepts, basic principles and architectural survey phases with DSM: planning, data acquisition, processing and post-processing to obtain other products from point cloud data. Then, we present several existing software for DSM, classified in three categories: web-based tools, free software/opensource and commercial software. Finally, we discuss the potentialities of this new technologies for architectural documentation and compare DSM with 3D laser scanning.
keywords Dense Stereo Matching (DSM); Nuvem de pontos; Levantamento cadastral; Documentação arquitetônica; Ferramentas computacionais
series SIGRADI
email alamorim@ufba.br
full text file.pdf (62,980 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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3b94, 6c0c, f673, ed2c, 6d79, sigradi2013_194l, ecaade2015_138i27, 9f21, acadia14projects_555h, c20e, 5161, 08ef, 9253, d4ad, 4b80, dd52, 8524, 0cd4, dfe8, c38a, 141a, 9c6e, fa71, b6ac, c016, acadia14projects_199af, ecaade2016_154t42, ae90, 4648, 3d4c, caadria2017_023b9, 94c8, 4200, 0743, 7ec0, sigradi2013_359d, 378a, f803, c3dc, ecaade2015_261j58, b81e, bb5d, c5fa, 68ee, 24ed, acadia16_280a18, a59a, 156d, e172, 5a48, 078b, 25ad, 722e, d951, 637c, 63ca, ecaade2015_171y36, 1673, a735, 3a95, 7c04, 2415, 8af6, e38a, 8d91, b1e5, 7fbd, f922, d6e5, edd5, 100b, ae33, ecaade2015_138p29, 1c2b, 34f7, 7d79, 10c5, 0a23, 7daf, 294e, 5100, dfcd, caadria2016_457n19, 8b1a, 97d3, 1ab2, da02, 4d30, 6315, 8f04, 197d, 0a8a, 59fa, befd, 6075, 8053, caadria2016_291e13, 548e, 5b2a, sigradi2013_100c, f9d1, eb86, 0034, sigradi2013_280l, acadia14projects_301h, a9f3, 6d15, c6c6, caadria2017_142a37, 33f0, sigradi2016_470z, b3a8, 5f94, b05a, sigradi2015_8.186g13, 36ca, 4874, ijac201412305m2, ecaade2015_169e35, caadria2015_206c30, 3834, 532d, caadria2017_122r31, fba3, 5bf7, 50ae, b0b8, 61d4, sigradi2016_815cc, b268, df03, 8f17, 075d, ecaade2014_057n14, 449d, eb35, 0be2, 9eb4, b118, ijac201614102n1, 20f9, f92a, edac, 4e68, cf0a, 1c27, 9167, 3909, 7145, 9660, 54ce, a7aa, 8658, 25a9, bf35, 5354, daf0, e5fd, e75e, 1d7d, a421, caadria2016_095m4, ijac201614201e7, c290, ccd4, cd76, cf09, 2ed9, caadria2015_218p33, b741, c066, 64b6, d142, fcf7, 9db3, d300, ascaad2016_012u5, 1221, sigradi2015_2.213y1, c950, 8502, a692, 2e43, 6e88, 9d5a, c28d, 222c, 3348, sigradi2016_673ff, ecaade2016_021b6, ca12, 14f0, ecaade2016_132t37, 68e7, 7e45, 4080, 36f0, 6bfd, fa08, 50ea, 9077, 4744, f1b2, 4891, 6c80, caadria2015_213n32, fd27, bc04, 9138, 15cf, 6563, abff, 0355, acadia16_154h11, 2287, ascaad2014_019h3, 30da, b2cc, e2af, 47ec, c309, 543b, 6b8e, f981, sigradi2016_385ll, 980f, ecaade2016_063m15, 6051, c684, acadia14_357ap, 9e2a, ecaade2016_113w30, 92ae, 89b6, bc77, e694, 2aa9, ecaade2014_149g35, ecaade2016_096r26, 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56cd, acadia16_206m13, 53d3, aa76, 27c1, e3c7, 9cb9, adfd, 7d72, cb05, 2f97, caadria2017_080k24, 2a96, a6a6, bdfd, ijac201513105f4, 5633, 9c74, d035, caadria2017_023v8, ba5c, 4fe4, 1337, 1e81, 5b41, 03aa, caadria2017_023w8, sigradi2014_339v7, 3077, acadia16_260l16, caadria2016_055o3, 1f9a, b97c, ecaade2014_176f44, ea9d, 984e, 7929, 9fd1, caadria2017_048i16, 9ddf, c32c, 37dd, acadia14_671o, 345e, 50f7, 0895, 605b, ecaade2015_298j65, d5c4, 61c1, 5b60, 5c0b, ca0e, af0f, f96f, ecaade2015_138x27, 01d1, 1635, d2de, 6e02, 3829, 39c4, bb2c, acadia14_375n, 82eb, 946d, 9256, 4239, 3c7d, 4610, b179, 13bd, 5e38, f179, 8483, 8213, 9599, 510c, 1588, f539, 7e16, f7a3, 5faa, 203f, 095c, 3ca8, 7f7e, e195, 89c3, 862a, 6a27, sigradi2015_10.7i18, sigradi2013_189, 8e53, ed3d, 7937, f77c, 16fd, bc5f, 46ca, a631, 1c6e, ecaade2014_072o18, acadia14_357an, 596d, b689, 9396, sigradi2016_642kk, 2ffd, sigradi2015_11.165o25, e3af, caadria2017_062y20, 3c91, ascaad2014_013w6, 48cc, 5f91, 88bc, 1a46, 70bd, ebdd, ascaad2016_038b15, 54a4, 5cb6, acadia15_483m21, 30ea, 0540, sigradi2016_803cc, 1c38, ea84, d67b, ascaad2016_017z6, 76ba, be04, edd9, ijac201614206d11, 3670, 0597, sigradi2016_803x, f1c3, 3326, 6048, 3795, 9e1b, 685e, db07, 7ca1, d103, ca37, 3707, 9478, 037a, 205d, 734a, 1a61, f82c, 79d3, 7a08, b017, b52f, de48, 0a7f, sigradi2014_266w1, sigradi2015_8.189n13, 19a2, sigradi2014_265x1, 422f, 4e33, 6776, 5738, 1638, 8dc4, ecaade2014_194k49, 17ca, 0ac2, sigradi2016_558r, b5f1, 7672, 635f, 0227, c365, aa70, 7cdc, 35d3, 8ee3, 86ef, b683, ecaade2014_195k50, b920, caadria2017_001a1, 53e3, 0070, 007d, fc65, fec4, a00f, 411e, 852a, d1c9, c3a1, 6dd0, 8ab0, 2a6a, 56de, db3b, 126e, 6904, ijac201513206f9, 410c, 5745, 806d, f6f5, 10a4, ascaad2014_018b2, 0ecf, 9fda, e710, 1bd8, e687, ijac201614105b5, 7883, a057, caadria2016_683n29, afb6, acadia14_565aj, e095, 9ee5, e7d8, c6d0, d171, ce8a, 3eca, sigradi2016_449nn, 6dd9, 3500, fb49, 9fd2, f5d4, 10c0, 457d, ascaad2016_041p16, c218, 4da7, f0c4, 86c9, ffb6, 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91d9, 128a, 728f, 19ad, bea9, fd00, ed78, acadia14projects_115ai, bfed, 573c, acadia16_470m27, 4f3e, 9fe3, ee61, fc93, 1458, db06, sigradi2015_11.165m25, 0758, cfb9, 19d1, acadia14_135w, 233a, 6ff1, ecaade2015_221s48, 50b3, 6693, f6f8, 9789, 4d86, ijac201412405c9, ijac201614402l1, caadria2017_107y28, ecaade2014_052k12, e051, 3591, 75a8, ecaade2015_82z15, 6230, f995, caadria2017_094s25, 4da5, 45e1, 3f6a, caadria2017_054d18, d6e8, d209, 4059, 70ff, facb, 9cf0, a0b0, 1b56, ed2a, cc91, 2924, a764, 6fa1, 813e, 40f0, ecaade2014_038e10, e243, ascaad2016_005z2, 801b, 5ffb, 08db, 1ca1, acadia14_267j, sigradi2014_132v1, 03d2, f239, cd34, acadia14_589g, 8eec, b18e, a364, 3bef, 164e, 1828, 4298, 3991, e911, 9ed6, ascaad2014_001b1, 9e5c, 5f51, ffa1, 4aad, 0da5, d439, 61d0, 0964, 094a, d218, 255d, ecde, f0db, e57d, e50d, ecaade2013r_017b9, ecaade2014_010l1, caadria2016_177l8, 13c9, 8d65, 7958, 47bc, 5ff7, 0fa1, sigradi2015_3.221p4, 61ca, 7608, f24f, 07f4, 889e, 50dd, cb97, 3f50, 998b, 5b7e, 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bba9, 2dda, 9efe, b67a, 44e7, ecaade2014_072j18, f4ec, 4c7b, a7e4, caadria2017_129v34, 18b0, 52cd, 73a7, c93d, ea94, 8d93, 7841, 9ad0, 5380, 6475, c21a, caadria2015_081k12, f8e1, 7025, acadia14projects_565s, befc, c572, fcf3, sigradi2016_364nn, 6b99, 0cec, 842f, c880, acadia14projects_43w, f252, 7ad3, 3027, 5f8c, 17bd, 3632, f24e, 3704, caadria2016_631b27, f7ce, d33a, 35e7, ff0a, d8a1, b825, 51c7, 0c2d, 8b61, 09dd, fe08, ascaad2014_017j1, 2054, 00f8, beb0, sigradi2013_429n, 5e5f, ab0a, 8a12, 831e, e9fe, 7845, ecaade2014_052c13, ecaade2016_036l9, acadia14projects_43x, f6b5, caadria2016_755o32, 9ef3, a827, 5145, 4a29, 0b4c, ecaade2015_207t46, d4da, sigradi2014_084z7, 9a6c, ecaade2015_237i54, 0c3e, acadia14projects_579g, caadria2016_157y6, a503, 88e2, e191, cab3, acadia14_445ae, caadria2015_048u5, 8b42, 3b3b, 7826, 9fcc, cd1f, 2c83, d722, 1061, 4a6e, 1d40, 8b76, cea8, b058, 7f14, 8705, 5d35, acadia15_284s11, b24d, 42d3, dd9a, 4f44, sigradi2015_6.183l8, e7bd, 7769, 0e96, aa5a, 6db1, 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f9a9, caadria2015_114a18, a6a1, 449e, ea2c, ce3c, 49aa, b54c, 5c04, 7957, fec3, 3019, 2271, 04e6, 6496, bdb2, 49a4, e053, b6e0, 8200, a711, 0413, acadia14_317y, 1102, 2b06, 6066, 30d1, aa65, 25e5, 816b, def7, ddaa, ecaade2016_223g59, ecaade2015_284h61, 88a0, sigradi2014_314l6, 4807, 32ce, sigradi2016_710gg, 8e5e, 28dc, caadria2015_014v2, 34af, acadia14_479k, d144, 8b29, caadria2017_190z45, 8de2, acadia14projects_33an, sigradi2014_345v8, b446, caadria2017_008f4, bc76, caadria2017_185y44, 29c0, e012, caadria2015_139a23, 49fc, e8a9, ecaade2015_138e29, 00cc, 3b5f, ijac201614207t11, 14c5, 4292, 049b, 1d1a, sigradi2016_363gg, ac4d, b700, cfdc, 6478, e7fa, acadia16_244p15, 9740, 36f9, acadia14projects_229f, acadia16_344h20, cd93, 262a, 097f, 84d9, sigradi2015_10.267p20, 4cae, cabc, 5f5e, e4c7, acadia14_627a, bd3e, d992, 58b2, 6bc6, ab6f, 2c2d, 6eb0, f0d8, 97c4, f308, ecaade2016_217k56, 5101, 55a6, 442f, 3c90, f83b, 483e, ea61, eb00, 2987, f1d9, ffb0, ascaad2014_036f2, 9d45, f02f, 4e87, 4343, 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3dcb, 8465, ac7e, 305f, ae86, ecaade2015_155t32, 4712, a5ee, 82b8, 267f, fe42, 403c, d626, a940, da26, caadria2015_206y29, sigradi2015_10.377t22, ecaade2015_138e28, 7942, e726, acadia14projects_63a, 64b8, 2eff, 340b, 1bad, 230b, 22b9, 89a2, fe1e, 79ce, 5687, 2728, 3236, ae44, 6922, 2b9d, 6a29, 9f2e, 3f04, 99dd, 443d, ecaade2015_136o26, acadia16_260s16, ecaade2016_072p20, 2aee, 6d7a, 4c28, efc3, 0707, ascaad2016_010t4, ec64, 1550, sigradi2014_032d2, 5ffc, caadria2015_202y28, sigradi2014_197x6, 329d, dc5b, 5b62, 6354, acadia15_451i19, 27f2, 0848, 5c7a, 9ff8, 2b9c, 9c3a, ca18, cfee, 74d8, f78b, 5223, f140, acadia16_344m20, 5c50, 0e39, c035, 5599, 5ee4, 3e1d, 6c9f, dfb4, 37ee, 8328, ccd6, ca36, 29b5, acadia14_487e, e7de, fa0b, ecaade2016_241h64, 15cb, ef2e, 99e7, 6f66, 4c6e, c1fd, a753, 6569, 3dd0, 40be, 03c4, sigradi2016_488o, 71e2, 0ef5, 95e9, 86ec, 673b, ijac201412403g7, 8ad5, 1595, 28f2, bbf2, 62a9, caadria2016_187z8, 4d2f, b739, aa75, 824d, 1da9, 4256, 6026, 17d9, 8fba, b60d, d030, ec92, 66aa, e573, 63f6, b5de, e811, f337, 827e, caadria2017_094b26, 1b68, 3c14, 110b, caadria2015_109w16, 2d8c, f172, 80fe, 448f, 92c4, c6b1, acadia15_223j9, 679f, 3b0a, 9086, 7ec7, 09b6, 735a, a0b2, 3094, c359, sigradi2016_817b, 9fa0, a22b, db21, sigradi2013_117u, acadia14_311u, 98a2, af32, 1c13, ad65, f4d8, d18b, 077c, 1875, 44b5, 2e4b, 8a24, 119c, 7121, 6e0b, 7049, sigradi2016_356g, f99b, a07c, 46b8, 222d, 5fef, 5c35, d895, b76b, ijac201412207e5, 8050, eecd, caadria2017_072c23, 9bcd, ec4b, dc1a, 5a8a, ef78, 8c0f, 1ef6, cfcb, d1c2, b99a, f772, db55, 4452, 6d14, 5ab8, e5a0, 974c, ecaade2016_139a39, 6363, 7aaf, caadria2016_013v1, d546, f158, 1443, 5663, e394, acadia15_469r20, 1722, 0b73, ijac201614307t4, 605f, caadria2015_070f9, 96e2, 32e4, fb69, 59b3, 5232, 78f6, acadia16_318m19, 88dd, ecaade2014_156c38, e68b, aeb2, 41db, 1f1c, sigradi2016_387zz, 0c09, 9ba5, 1301, acadia14_291av, 00b0, 507f, 5397, 20ea, 3c9e, acadia14projects_327b, ijac201412303k8, 0308, b791, 8bcc, b069, e72a, sigradi2016_690ww, 05c3, ecaade2014_015m3, f233, ijac201513201k5, 0aca, ecaade2016_158l43, a89c, e347, 89dc, 9114, 7178, b503, d7ea, 278d, 4f38, dc23, aee8, d624, d45f, 6e3e, a8ae, 103a, 8866, 9802, 9252, dbb0, 7fb5, 4cf0, 3ba8, 499a, ijac201412306e3, 2138, c7fa, 4c2e, 096b, 07b8, 04cc, af04, 7fc9, 5bc7, 6a77, a0d1, 0dae, 8fa9, b2d6, b6b2, f354, acadia14projects_609ak, 584c, fcdb, ecaade2015_61x12, 3392, 90df, e5f0, 3181, f0fd, f4bc, 4146, 6bfe, 973d, 52a3, 7df8, 909f, 0c50, 4ffe, 386b, caadria2016_259n11, 04d6, 5b3e, 933e, bd61, 057d, ijac201614201b7, ecaade2016_015a4, sigradi2013_294r, 655f, cdd7, c5aa, fced, 842a, 5662, d4af, 87a5, e331, c077, 8330, f288, 5e23, aec4, c154, caadria2015_016n3, 7226, 5471, 0e19, cf20, ijac201614208y12, acadia14projects_347ag, 1cca, 9617, a9e5, 047e, c01a, ecaade2014_192h49, 07db, 52eb, 8c79, f53b, acadia16_440w25, 6ddc, 4177, 4d68, 3a49, ecaade2016_021x5, ba12, 5f53, 14df, ae3a, c70f, ecaade2015_53o8, caadria2017_115i30, f36e, sigradi2015_10.220h20, 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24c3, 02e4, 702e, b966, 84b5, 83b7, 8038, c984, bf39, f6d3, 35ef, fec9, b33c, acadia14_555g, fc38, 6dc8, d40b, cdee, 6d76, aba7, a7c5, 45bb, ecaade2014_049a12, 3165, ijac201614308j5, 03a8, 5725, be71, caadria2016_507m21, 349f, af1b, ecaade2015_221p48, sigradi2015_9.347y17, 5200, 2594, ecaade2014_111u25, ecaade2016_221r56, caadria2017_149f39, sigradi2014_045a4, 6382, fd6c, acadia14projects_237at, 184e, ascaad2014_026a7, caadria2017_062v20, sigradi2016_560cc, 3abf, acadia15_431i18, acadia14_479c, ascaad2014_008u4, sigradi2015_sp_4.388y29, 5d14, e65a, f41c, acadia16_54w3, 7edf, 8870, 9ce7, 49a1, 71d1, ab35, f862, cea1, ascaad2016_002m1, 9d8d, 31a1, 35a9, 8564, 2643, acadia14_389aw, 3e0b, f00d, 4e53, 72e5, 8f9e, 54aa, f380, 0b38, 31ee, 47a9, 714b, 631e, 6cb1, ijac201412305c2, 61b4, 405d, cfad, caadria2015_156g24, caadria2016_125t5, 19b7, feb5, 5947, ecaade2014_194r49, b1ab, a78f, af37, 321d, d583, 89f4, sigradi2016_659x, 651e, 30b0, 453d, 71e7, 8c63, df99, 146b, 9433, b502, 1c9d, c120, 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caadria2016_073w3, 14dc, 3206, 0b45, caadria2015_218w33, 79c4, 152a, 1f9c, 8d0d, 2387, c66c, 6db7, 1090, caadria2017_118l31, 4804, 02bc, ecaade2015_138v28, 29f6, e634, 3fcf, f702, f9e5, 9ab8, ecaade2016_132h37, f0a5, b2e7, 7cba, 6f2f, 1017, 7ae4, acadia16_402o24, bc53, c4b7, sigradi2016_431w, 989a, f4ff, 5f90, 59e2, 9408, 427c, 2de9, 3b30, caadria2016_507o21, caadria2015_078o11, 1716, cd62, 4907, de12, d3b4, 928a, 4921, ascaad2016_005d3, 856f, caadria2015_213o32, 099b, f2be, edf6, cce6, sigradi2013_313n, fe0b, e9fd, e561, 90d9, 8546, f5b1, ijac201412301x5, sigradi2014_232o8, caadria2015_124j20, 7be4, 61f3, 3519, ba85, caadria2016_425h18, 6f20, 7b4b, 6cbc, 87bc, 6a08, 9388, 729f, 59f4, sigradi2013_401, 787b, 101b, 7d20, be0a, ecaade2016_013l3, acadia14projects_311y, 287b, e34d, 009b, acadia14projects_609as, 915d, d616, 458c, 67e1, 00be, 81c2, 0560, 1c1c, acadia16_424g25, 98c4, 35eb, 0d25, 5059, 7205, 6b46, 1706, ijac201412301t5, sigradi2016_450a, f6ee, acadia14projects_619aa, 38d8, 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