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 caadria2016_703
authors Ding, Yakui; Tomohiro Fukuda, Nobuyoshi Yabuki, Takashi Michikawa and Ali Motamedi
year 2016
title Automatic Measurement System of Visible Greenery Ratio Using Augmented Reality
source Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 703-712
summary Greening has been promoted to improve the living condi- tions in urban environments. Quantification of greenery is an im- portant issue to identify the criteria for stakeholders in the process of greening. This research focuses on the quantification of visible green- ery ratio which is defined as the amount of greenery in the field of vi- sion. Some measurement methods of visible greenery ratio have been already proposed. However, the quantification process is usually time consuming and prone to human errors due to manual operations by us- ing an image processing software. Therefore, in this research, the au- thors developed an automated measurement system based on image processing technology for the efficient visible greenery ratio meas- urement. In the verification experiment, the proposed method achieved similar results for extracted pixels of green areas as the tradi- tional manual method, with decreased calculation time. Furthermore, in addition to measuring the current ratio of greenery, this system can visualize possible future changes in visible greenery by adding plant- ing (landscape) design models in an Augmented Reality (AR) envi- ronment. Using the proposed method, an ideal greening environment can be designed and evaluated by end-users, more intuitively. The de- veloped design system is expected to eventually result in increasing the amount of greenery in the urban environment.
keywords Visible greenery ratio; image processing; automatic measurement tool; augmented reality
series CAADRIA
email ding@osaka-u.ac.jp
full text file.pdf (3,829,976 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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313f, 0d20, 4b2f, 6950, cb09, 21a4, 5d91, 712b, ascaad2014_025i6, 6342, 9529, 4e3b, a426, acadia14projects_549r, 09c3, 9a35, 5f7a, 5210, 9b83, a1ee, acadia14projects_347al, a9d4, a383, 8466, 01cf, 8751, 44b9, 5754, cd0b, acadia15_161g6, c9d3, 4820, 2115, 9ac4, a2f5, 1009, sigradi2014_032j2, eac6, 0634, 637a, 8755, 4917, caadria2015_188x27, 00f7, 4842, b816, b9ef, ecaade2014_149g35, sigradi2016_654qq, ijac201513303n11, a290, acadia14_101an, caadria2017_048y15, sigradi2013_244m, 4573, sigradi2013_117l, 3820, fe31, 00ef, 6a17, 3c35, e10f, caadria2017_041h13, dfa5, 61c6, db8b, df87, fdf3, 6f40, 126b, 2740, 1e78, ecaade2015_25f5, 0cad, 4198, a0f9, ecaade2015_91d18, 5c42, 921a, 5fd4, 69ae, 46af, b400, 30f6, 323c, ebb6, e597, a06c, 8cb1, c390, 467c, 133a, 5f72, 91af, 4079, b92e, 9d87, 6c8d, 4131, ee7a, 52ef, fa6f, sigradi2014_263b1, caadria2017_008b4, eb4b, 3985, af32, 7f0c, ijac201412403c7, fcc7, b195, 8625, 9927, 5ffa, fa26, d852, ecaade2015_94e19, eee3, de54, ecaade2014_157j38, 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caadria2017_048p15, 2477, acadia14_375h, 5e12, 2c26, db36, b362, 9676, ascaad2016_005z2, d3db, cf2d, acadia15_47g1, cfb4, ecaade2014_201d52, ecaade2014_155z37, ijac201614208c13, 0a6c, 0f23, 657a, acadia14projects_63ae, f919, 73c8, 465f, ceda, 0166, 2d3b, ijac201412204r2, 8ad1, c214, c5ab, cf8e, 0472, caadria2017_029n10, 9c00, ed47, caadria2016_601i25, 61a9, 5c3b, d483, b18c, ecaade2016_bkop65, 4545, ff5d, sigradi2014_128x9, 2413, a19d, 0118, sigradi2013_30v, caadria2016_819j34, af1c, 5f3f, 5535, ee85, dbfc, 40d5, 1f27, ff16, ecaade2014_184g46, 5603, d612, 1406, d189, e0e8, ecaade2015_235m53, sigradi2014_186d6, 6b12, 3974, 05a9, ecaade2015_265t58, 5688, 1d3f, ascaad2016_012n5, d802, sigradi2016_446c, b78c, cc52, 331c, 2bff, 58bf, ijac201614302f1, 1827, 9d98, 7ccb, c399, f8ea, acadia14projects_539e, 5434, e044, 75e5, cc1c, ecaade2014_046r11, ecaade2014_153m36, 49fc, sigradi2016_470w, 0164, 2643, 9d83, 2172, ijac201614201l6, ecaade2014_162u39, e38a, b1d8, fb19, dfa4, a2a8, 6ef3, 685a, 2d03, d000, 2ad4, ijac201614208n13, 60a8, ecaade2016_224x59, 19a2, sigradi2016_534ii, 0f6f, d550, fad3, 2f5d, 9633, sigradi2013_397b, caadria2017_074e23, 452f, d05e, bf22, 3db2, 40f2, 184b, 9ea1, 0de5, ecaade2014_187e48, sigradi2015_8.47g11, 90a3, sigradi2014_339a8, 87ae, 1cf2, ascaad2016_038c15, c72a, 1c6e, ef74, sigradi2013_208m, f918, 0596, 0ee0, sigradi2015_6.327r8, 21df, ac0b, b9c6, d569, cb7a, 7332, 93f7, 7629, b82a, 35ed, c9da, a68e, 24b9, f79b, ecaade2014_176f44, 2c94, e698, faa3, 0306, caadria2015_209x31, ijac201614405e3, 96e2, 996e, 5ea6, 7b26, 95e3, 22bf, d994, e18d, 3bd3, 6594, c70a, 2476, 5309, 4d25, d792, 33a3, 6dc3, acadia15_343s14, 626e, 4569, 0eb3, 866c, acadia16_54z3, 6ddb, 7474, 0d9f, 4cf5, 6918, b47e, 07fd, 9531, caadria2015_126k20, 1fee, 80cb, 28de, c1f0, caadria2017_142u36, eced, 597b, caadria2017_031k11, b410, aad4, acadia16_342d20, 4e50, 08a5, ecaade2015_170x35, fe12, ecaade2014_153w36, 8872, ascaad2014_030x8, acadia14_75d, 1092, 6704, 4240, ecaade2014_109s24, acadia14projects_375b, a3d8, a7f1, ijac201513205o8, f0ee, ada3, ae25, acadia14projects_145t, ede1, ecaade2016_102h28, a21e, ce36, 30bd, acadia15_443y18, c33a, 32bc, d95e, ecaade2015_221t48, 952d, 45e2, 44b4, ed7d, d51f, acadia14projects_281ab, 6770, e2c4, acadia14_531w, e3b5, ecaade2014_180b45, ecaade2015_138e28, f727, 850e, 4fb0, e2d1, 22b2, ecaade2014_089r21, 916c, 1906, ecaade2014_195r50, sigradi2014_157a4, a83f, sigradi2015_sp_8.326v30, 3a53, 7bfa, e0d2, caadria2016_477e20, 0c57, ecaade2015_206g45, 22cd, 3828, sigradi2016_446qq, 3d1d, cd7f, 48f2, acadia16_362l22, ecaade2014_201f52, b208, 586d, 7c5c, fa61, fdf5, ecaade2015_241d55, d1a5, b8db, 7b9c, d89c, ijac201412303i8, 0dc1, ecaade2014_024f7, sigradi2015_10.378b23, a634, 31fd, 4b58, 4522, 2918, fb18, 5a21, 31b8, b897, 1440, ascaad2016_048g20, 50b9, ascaad2014_031j9, 307c, 59d8, 99b3, 6d93, 834d, sigradi2016_815z, 07d4, 9e9d, 59ba, 55ec, 49ce, 234a, 378a, 5e8c, a8a2, 107c, e218, 7701, e3a3, 08a1, 7acd, 6c9c, 37dd, sigradi2015_3.201u3, acadia14projects_189ay, 5ec3, 34da, 3c4f, 3283, 620f, 8790, da90, ecaade2014_084z19, 703d, 8f09, acadia14_647az, fbf1, sigradi2016_741ii, c1da, e045, ebc2, 761b, 1e47, ecaade2015_261f58, caadria2017_165x41, e8cf, 5653, 7eed, 8c45, 5406, 319f, 77a1, b69f, a42a, fc49, 5a36, bf10, cfb5, ijac201412402x4, dff2, d0b6, d3d8, 2283, 3bc3, cc06, c7d8, a986, 2e86, 1a87, 4804, 4a3c, b8dc, 5fea, ecaade2016_045e12, aab4, b4dd, 8a28, d7ee, 3288, 7502, 1a5e, caadria2017_070v22, caadria2016_229o10, 3d13, sigradi2013_400u, 8c2f, 3ec6, cae4, cc1a, ecaade2016_113a31, d9e4, d62f, 0c0d, acadia16_164s11, 4ee9, caadria2017_048x15, 2a53, 71ef, 7e87, caadria2017_145d38, 3921, sigradi2014_213u7, 63f7, ecaade2014_149p34, 0a64, ef35, eaa8, 9a43, caadria2017_040l12, b0f2, sigradi2013_400s, d600, caadria2016_157r6, 7db2, 8532, c21b, 73d0, 935c, bb2f, ecaade2016_167p47, 79c4, 30e6, df84, fec6, a5dc, 7c60, 856a, sigradi2016_595hh, 0284, ec8b, d7d2, 6b50, ba90, bcb9, a520, 1eab, c642, e205, d88e, 7313, 8776, 4444, 84dd, db51, 608d, 104f, bbd8, 09b5, 8319, e31c, 7325, aaf2, acadia15_451j19, e01d, aa82, 0ce7, 79b0, d32f, caadria2016_601j25, a39f, caadria2016_209a10, b0c0, 4384, b758, cc00, ca1f, ecaade2016_110h30, f51e, 61d0, d1ff, 3d6c, 8f8e, 44bc, 1683, 0e38, b549, eb81, 4c0a, c009, f7a4, 314b, 5f52, 9b5c, 5711, e0ee, 77c0, 2a6e, bfc5, ecaade2016_007l2, 577f, c053, 3976, 755e, c525, 5c52, b2a8, ascaad2016_046j19, 620c, 31e2, 23e6, ecaade2015_215u47, 0eb6, ecaade2015_233i53, c3a0, 4415, ecaade2016_062i15, f55a, 889e, acadia16_308b19, caadria2016_651x27, ecaade2015_206l45, 10b7, 4a15, 6b7e, 60c8, 45e7, 4dfc, 3167, 625c, d6af, sigradi2014_030y1, 7348, ef91, 1978, 8c53, c2b5, bb04, acadia16_72f5, b046, f52f, d806, 850f, 1887, a25d, 2d7e, 192c, d380, bebd, ad16, 898c, 44ff, 5051, 7981, e7a6, 3b62, b74c, ijac201614206a11, 7e35, ecaade2015_287o63, 73df, a66d, 8284, 378d, 6520, 82c4, a5d1, abaa, 17ad, 0ba1, 6d3b, db3e, a948, 0645, 25f6, 6a59, 6717, ecaade2015_301e66, a8a1, ecaade2016_ws-dleadf68, 514f, d6da, acadia14_281t, c1b3, ffff, ascaad2016_017w6, ascaad2014_014e8, acadia14projects_115aj, d81a, 2e18, 93c6, b91d, ecaade2016_006a2, 2c98, cfe4, 58e0, 84e9, 6c91, 44f9, 8e21, 0636, d0c2, 3271, ed64, acadia14_427ak, e9ce, 61f4, cd4b, ab10, b834, bb39, ce45, 4f39, f9db, 027f, 08e0, 907b, 3fc8, caadria2015_119x18, 4077, ijac201412403m5, caadria2016_529n22, a41c, c0d6, 30e3, ecaade2016_006l1, 919b, ecaade2016_074j21, cad7, ascaad2016_013d6, ascaad2016_008b4, 07ad, 1d40, caadria2016_611z25, sigradi2015_8.264m14, ascaad2014_017w9, c083, caadria2016_611w25, 3e04, sigradi2015_sp_12.402v31, 892f, 83d0, 3f69, 018c, 24d7, 1f90, sigradi2015_10.140r19, ecaade2015_325b71, ascaad2016_015o6, a161, 815f, ef9a, e814, 946b, e17e, ascaad2014_029m8, ecaade2016_208s53, ab8e, c0f2, 2878, f2ae, ecaade2015_127e25, bd9e, d403, 8ba6, aaf7, ecaade2015_158p33, 8904, sigradi2014_197a7, 2260, c8ac, 9a8a, 11a6, a988, 858c, 47e5, fc87, 7215, b732, 3fef, ad8f, caadria2016_105b5, 79b1, 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f041, caadria2016_559b24, 0b73, ef01, sigradi2015_6.327u8, 79f3, 1b5d, dbf6, sigradi2013_343b, 14f4, ec47, ecaade2014_015l3, e1c7, 896f, ecaade2015_229g51, d6c4, de8b, 843c, 82d1, c9bd, 7934, 30f2, 9a45, 8d31, c977, a9c4, d271, 8f82, sigradi2016_686uu, 81a6, aa24, ef58, 4afc, eb5c, d46f, 9699, 2e96, 884d, caadria2017_190n45, caadria2016_177a8, b33b, ecaade2016_021t5, 807a, 89c9, a2ee, 07f6, 93f4, 289e, b515, 104b, 7bc6, 5043, ecaade2013r_013x7, ebd0, 17d8, a936, caadria2015_090r14, acadia14_219c, 91d1, 2d6c, acadia14_153e, acadia15_483s21, 45ef, 2cbe, 41ac, 3ede, 8c09, a3db, 5fdc, 0916, 860e, caadria2016_105x4, f07b, e65a, ijac201513101m1, 1101, sigradi2013_429a, a18b, ecaade2015_118w23, acadia15_407n17, ac4f, bff5, bb3e, acadia14_479v, acadia14projects_177v, ae80, caadria2016_003b1, ecaade2015_279y60, 7632, 1f8e, caadria2016_713c31, b6d2, ea53, 6314, 3e22, da48, e1d2, ecaade2016_042s11, ff5f, 82ea, ffb6, acadia16_244m15, sigradi2016_801y, caadria2016_291b13, d8f9, 2d59, 7798, 0dc6, 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sigradi2015_sp_8.6d30, 185f, sigradi2014_273p2, 2a3f, 8da2, 4a7f, cdec, 0bcd, 7277, 44bd, 6ad9, 6ba8, f5a8, a9f1, 747c, 5266, caadria2017_015a5, 0838, b5a9, 3443, d3e0, 42e4, 6d12, fd56, 35e7, acadia14_709an, sigradi2016_560bb, 7fd7, a6e1, 5db3, 42a1, acadia14_609am, e825, caadria2016_271b12, ecaade2015_13p1, 4133, cfa5, b924, 5ecd, f2d6, 8769, 2acc, 5453, 97a1, 637b, b599, 4cde, acadia16_432p25, 245b, ecaade2016_166d47, 7e2a, 74d9, 594c, ascaad2016_003x1, cc82, 87e9, 1ff7, caadria2015_023b4, sigradi2015_8.328p15, 95a3, ecaade2014_023t6, bad1, 4751, ijac201412403t6, fdd2, f564, acadia14_375b, 7a8a, ecaade2014_023l6, ecaade2015_94k19, 0906, 1d75, 9e2b, bb54, 9dc1, 907a, 7257, 6eeb, 7f26, 9b3b, 93ac, acadia15_443w18, f1c6, 8f41, a8b0, ascaad2016_004o2, c332, 7532, 4b75, 62e5, acadia16_460v26, 406d, f728, 20cb, 523b, 9e2d, ijac201513102z1, sigradi2014_176f5, sigradi2016_488t, acadia14projects_291d, caadria2016_477c20, b6fc, 5d07, 5391, 12e7, 7f56, 67d5, 6498, 2eed, d3af, f391, b1bf, 86f6, cb02, 4afa, cc10, bf99, 9289, 895c, 71a1, e269, faf8, 8757, 8c40, cace, sigradi2015_8.186j13, 5831, 41af, 209a, sigradi2016_809tt, 6df1, d83c, 619d, 4df5, acadia16_12i1, f829, acadia14_517r, 3b0a, 82d8, b3cd, 1587, 9fab, aed2, 777f, 1079, sigradi2016_695p, a733, ijac201513203e7, e31e, 4650, caadria2017_033o11, 7720, f78d, 88b8, 22ca, c512, ad55, 34a6, sigradi2016_483jj, 5f75, caadria2016_157s6, b9e9, ascaad2014_001f1, 8373, 5aa7, 214c, c5ca, 3610, 06f4, dd8a, ad0f, d813, 2723, ecaade2016_015t3, c6c1, sigradi2013_397h, 7b36, acadia14_719m, 422b, 7fe9, acadia14projects_357ax, 0b91, 2a8e, e25f, 00b0, 6140, 9215, 9307, caadria2017_131g35, 1b19, 8d9f, 3f95, sigradi2015_11.34d24, ed51, 1fc4, 5fcc, 24d1, a793, 47ad, 6687, 4675, e48a, 9a97, ecaade2014_044x10, caadria2015_049f6, 5cb6, 7445, e125, 6c66, 291b, ecaade2016_132f37, 4c34, be65, cbe6, sigradi2016_484h, 6ac0, c631, 061a, ecaade2014_233x59, ecaade2016_136m38, a2d4, 6d50, 7382, 7ace, 8d89, eacf, 32c7, 4663, 047a, 45ed, d75f, 09b2, 006d, 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