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Extraction",
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@inproceedings{bb248103,
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Markov-random-fields",
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@inproceedings{bb248104,
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Markoff-Zufallsfeldern",
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@inproceedings{bb248105,
        AUTHOR = "Scholze, S. and Moons, T. and Van Gool, L.J.",
        TITLE = "A Probabilistic Approach to Building Roof Reconstruction Using Semantic
Labelling",
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@inproceedings{bb248106,
        AUTHOR = "Scholze, S. and Moons, T. and Van Gool, L.J.",
        TITLE = "A Probabilistic Approach to Roof Extraction and Reconstruction",
        BOOKTITLE = PCV02,
        YEAR = "2002",
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@inproceedings{bb248107,
        AUTHOR = "Scholze, S. and Moons, T. and Van Gool, L.J.",
        TITLE = "A Probabilistic Approach to Roof Patch Extraction and Reconstruction",
        BOOKTITLE = Ascona01,
        YEAR = "2001",
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@article{bb248108,
        AUTHOR = "Khoshelham, K. and Li, Z.L.",
        TITLE = "A Split-and-Merge Technique for Automated Reconstruction of Roof Planes",
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        MONTH = "July",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242994"}

@inproceedings{bb248109,
        AUTHOR = "Khoshelham, K.",
        TITLE = "Region Refinement and Parametric Reconstruction of Building Roofs by
Integration of Image and Height Data",
        BOOKTITLE = CMRT05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242995"}

@article{bb248110,
        AUTHOR = "Sampath, A. and Shan, J.",
        TITLE = "Building Boundary Tracing and Regularization from Airborne Lidar Point
Clouds",
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        MONTH = "July",
        PAGES = "805-812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242996"}

@article{bb248111,
        AUTHOR = "Sampath, A. and Shan, J.",
        TITLE = "Segmentation and Reconstruction of Polyhedral Building Roofs From
Aerial Lidar Point Clouds",
        JOURNAL = GeoRS,
        VOLUME = "48",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242997"}

@inproceedings{bb248112,
        AUTHOR = "Sampath, A. and Shan, J.",
        TITLE = "Building Roof Segmentation and Modeling from LIDAR Point Clouds Using
Machine Learning Techniques",
        BOOKTITLE = ISPRS08,
        YEAR = "2008",
        PAGES = "B3a: 279 ff",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242998"}

@article{bb248113,
        AUTHOR = "Avrahami, Y. and Raizman, Y. and Doytsher, Y.",
        TITLE = "A Polygonal Approach for Automation in Extraction of Serial Modular
Roofs",
        JOURNAL = PhEngRS,
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        YEAR = "2008",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1365-1378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT242999"}

@inproceedings{bb248114,
        AUTHOR = "Avrahami, Y. and Raizman, Y. and Doytsher, Y.",
        TITLE = "Extraction of 3D Spatial Polygons Based on the Overlapping Criterion
for Roof Extraction from Aerial Images",
        BOOKTITLE = CMRT05,
        YEAR = "2005",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243000"}

@article{bb248115,
        AUTHOR = "Kim, K.H. and Shan, J.",
        TITLE = "Building roof modeling from airborne laser scanning data based on level
set approach",
        JOURNAL = PandRS,
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243001"}

@article{bb248116,
        AUTHOR = "Sohn, G. and Jwa, Y. and Jung, J. and Kim, H.B.",
        TITLE = "An Implicit Regularization For 3d Building Rooftop Modeling Using
Airborne Lidar Data",
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        NUMBER = "2012",
        PAGES = "305-310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243002"}

@inproceedings{bb248117,
        AUTHOR = "Jwa, Y. and Sohn, G. and Tao, V. and Cho, W.",
        TITLE = "An Implicit Geometric Regularization of 3D Building Shape Using
Airborne LIDAR Data",
        BOOKTITLE = ISPRS08,
        YEAR = "2008",
        PAGES = "B3a: 69 ff",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243003"}

@article{bb248118,
        AUTHOR = "Galvanin, E.A.S. and Dal Poz, A.P.",
        TITLE = "Extraction of Building Roof Contours From LiDAR Data Using a
Markov-Random-Field-Based Approach",
        JOURNAL = GeoRS,
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        NUMBER = "3",
        MONTH = "March",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243004"}

@inproceedings{bb248119,
        AUTHOR = "Dal Poz, A.P. and Fernandes, V.J.M.",
        TITLE = "Building Roof Boundary Extraction From Lidar And Image Data Based On
Markov Random Field",
        BOOKTITLE = Hannover17,
        YEAR = "2017",
        PAGES = "339-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243005"}

@article{bb248120,
        AUTHOR = "Izadi, M. and Saeedi, P.",
        TITLE = "Three-Dimensional Polygonal Building Model Estimation From Single
Satellite Images",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2254-2272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243006"}

@inproceedings{bb248121,
        AUTHOR = "Izadi, M. and Saeedi, P.",
        TITLE = "Automatic Building Detection in Aerial Images Using a Hierarchical
Feature Based Image Segmentation",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "472-475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243007"}

@inproceedings{bb248122,
        AUTHOR = "Nosrati, M.S. and Saeedi, P.",
        TITLE = "Rooftop detection using a corner-leaping based contour propagation
model",
        BOOKTITLE = IPTA10,
        YEAR = "2010",
        PAGES = "264-269",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243008"}

@inproceedings{bb248123,
        AUTHOR = "Nosrati, M.S. and Saeedi, P.",
        TITLE = "A novel approach for polygonal rooftop detection in satellite/aerial
imageries",
        BOOKTITLE = ICIP09,
        YEAR = "2009",
        PAGES = "1709-1712",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243009"}

@article{bb248124,
        AUTHOR = "Cote, M. and Saeedi, P.",
        TITLE = "Automatic Rooftop Extraction in Nadir Aerial Imagery of Suburban
Regions Using Corners and Variational Level Set Evolution",
        JOURNAL = GeoRS,
        VOLUME = "51",
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "313-328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243010"}

@article{bb248125,
        AUTHOR = "Huang, H. and Brenner, C. and Sester, M.",
        TITLE = "A generative statistical approach to automatic 3D building roof
reconstruction from laser scanning data",
        JOURNAL = PandRS,
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        NUMBER = "1",
        MONTH = "May",
        PAGES = "29-43",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243011"}

@article{bb248126,
        AUTHOR = "Awrangjeb, M. and Zhang, C.S. and Fraser, C.S.",
        TITLE = "Automatic Extraction of Building Roofs Using LIDAR Data and
Multispectral Imagery",
        JOURNAL = PandRS,
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        YEAR = "2013",
        NUMBER = "1",
        PAGES = "1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243012"}

@article{bb248127,
        AUTHOR = "Awrangjeb, M. and Zhang, C.S. and Fraser, C.S.",
        TITLE = "Automatic Reconstruction Of Building Roofs Through Effective
Integration Of Lidar And Multispectral Imagery",
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        NUMBER = "2012",
        PAGES = "203-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243013"}

@inproceedings{bb248128,
        AUTHOR = "Awrangjeb, M. and Zhang, C.S. and Fraser, C.S.",
        TITLE = "Automatic Reconstruction of Building Roofs Using LIDAR and
Multispectral Imagery",
        BOOKTITLE = DICTA11,
        YEAR = "2011",
        PAGES = "370-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243014"}

@article{bb248129,
        AUTHOR = "Awrangjeb, M. and Fraser, C.S.",
        TITLE = "Automatic Segmentation of Raw LIDAR Data for Extraction of Building
Roofs",
        JOURNAL = RS,
        VOLUME = "6",
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        NUMBER = "5",
        PAGES = "3716-3751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243015"}

@article{bb248130,
        AUTHOR = "Awrangjeb, M.",
        TITLE = "Effective Generation and Update of a Building Map Database Through
Automatic Building Change Detection from LiDAR Point Cloud Data",
        JOURNAL = RS,
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        YEAR = "2015",
        NUMBER = "10",
        PAGES = "14119",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243016"}

@article{bb248131,
        AUTHOR = "Henn, A. and Groger, G. and Stroh, V. and Plumer, L.",
        TITLE = "Model driven reconstruction of roofs from sparse LIDAR point clouds",
        JOURNAL = PandRS,
        VOLUME = "76",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "17-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243017"}

@article{bb248132,
        AUTHOR = "Partovi, T. and Fraundorfer, F. and Bahmanyar, R. and Huang, H. and Reinartz, P.",
        TITLE = "Automatic 3-D Building Model Reconstruction from Very High Resolution
Stereo Satellite Imagery",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243018"}

@inproceedings{bb248133,
        AUTHOR = "Partovi, T. and Huang, H. and Krauß, T. and Mayer, H. and Reinartz, P.",
        TITLE = "Statistical Building Roof Reconstruction from Worldview-2 Stereo
Imagery",
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        YEAR = "2015",
        PAGES = "161-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243019"}

@article{bb248134,
        AUTHOR = "Bannehr, L. and Schmidt, A. and Piechel, J. and Luhmann, T.",
        TITLE = "Extracting Urban Parameters of the City of Oldenburg from
Hyperspectral, Thermal, and Airborne Laser Scanning Data",
        JOURNAL = PFG,
        VOLUME = "2013",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "367-379",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243020"}

@inproceedings{bb248135,
        AUTHOR = "Bannehr, L. and Luhmann, T. and Piechel, J. and Roelfs, T. and Schmidt, A.",
        TITLE = "Extracting Roof Parameters and Heat Bridges over the City of Oldenburg
from Hyperspectral-, Thermal-, and Airborne Laser Scanning Data",
        BOOKTITLE = HighRes11,
        YEAR = "2011",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243021"}

@article{bb248136,
        AUTHOR = "Fan, H.C. and Yao, W. and Fu, Q.",
        TITLE = "Segmentation of Sloped Roofs from Airborne LiDAR Point Clouds Using
Ridge-Based Hierarchical Decomposition",
        JOURNAL = RS,
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        YEAR = "2014",
        NUMBER = "4",
        PAGES = "3284-3301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243022"}

@article{bb248137,
        AUTHOR = "Yan, J.X. and Shan, J. and Jiang, W.S.",
        TITLE = "A global optimization approach to roof segmentation from airborne
lidar point clouds",
        JOURNAL = PandRS,
        VOLUME = "94",
        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243023"}

@inproceedings{bb248138,
        AUTHOR = "Ural, S. and Shan, J.",
        TITLE = "A Min-cut Based Filter For Airborne Lidar Data",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 395-401",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243024"}

@inproceedings{bb248139,
        AUTHOR = "Ural, S. and Shan, J.",
        TITLE = "Min-cut Based Segmentation of Airborne Lidar Point Clouds",
        BOOKTITLE = ISPRS12,
        YEAR = "2012",
        PAGES = "XXXIX-B3:167-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243025"}

@article{bb248140,
        AUTHOR = "Xiong, B. and Elberink, S.O. and Vosselman, G.",
        TITLE = "A graph edit dictionary for correcting errors in roof topology graphs
reconstructed from point clouds",
        JOURNAL = PandRS,
        VOLUME = "93",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "227-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243026"}

@article{bb248141,
        AUTHOR = "Perera, G.S.N. and Maas, H.G.",
        TITLE = "Cycle graph analysis for 3D roof structure modelling:
Concepts and performance",
        JOURNAL = PandRS,
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        YEAR = "2014",
        NUMBER = "1",
        PAGES = "213-226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243027"}

@article{bb248142,
        AUTHOR = "Li, E. and Femiani, J. and Xu, S. and Zhang, X.P. and Wonka, P.",
        TITLE = "Robust Rooftop Extraction From Visible Band Images Using Higher Order
CRF",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4483-4495",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243028"}

@article{bb248143,
        AUTHOR = "Cilia, C. and Panigada, C. and Rossini, M. and Candiani, G. and Pepe, M. and Colombo, R.",
        TITLE = "Mapping of Asbestos Cement Roofs and Their Weathering Status Using
Hyperspectral Aerial Images",
        JOURNAL = IJGI,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243029"}

@article{bb248144,
        AUTHOR = "Slota, M.",
        TITLE = "Full-waveform data for building roof step edge localization",
        JOURNAL = PandRS,
        VOLUME = "106",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "129-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243030"}

@article{bb248145,
        AUTHOR = "Rinawan, F.R. and Tateishi, R. and Raksanagara, A.S. and Agustian, D. and Alsaaideh, B. and Natalia, Y.A. and Raksanagara, A.",
        TITLE = "Pitch and Flat Roof Factors' Association with Spatiotemporal Patterns
of Dengue Disease Analysed Using Pan-Sharpened Worldview 2 Imagery",
        JOURNAL = IJGI,
        VOLUME = "4",
        YEAR = "2015",
        NUMBER = "4",
        PAGES = "2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243031"}

@article{bb248146,
        AUTHOR = "Wu, B. and Yu, B.L. and Wu, Q.S. and Yao, S.J. and Zhao, F. and Mao, W.Q. and Wu, J.P.",
        TITLE = "A Graph-Based Approach for 3D Building Model Reconstruction from
Airborne LiDAR Point Clouds",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243032"}

@article{bb248147,
        AUTHOR = "Xu, B. and Jiang, W. and Shan, J. and Zhang, J. and Li, L.",
        TITLE = "Investigation on the Weighted RANSAC Approaches for Building Roof
Plane Segmentation from LiDAR Point Clouds",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243033"}

@article{bb248148,
        AUTHOR = "He, M.Z. and Zhu, Q. and Du, Z.Q. and Hu, H. and Ding, Y.L. and Chen, M.",
        TITLE = "A 3D Shape Descriptor Based on Contour Clusters for Damaged Roof
Detection Using Airborne LiDAR Point Clouds",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "3",
        PAGES = "189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243034"}

@article{bb248149,
        AUTHOR = "Wang, Y.J. and Xu, H. and Cheng, L. and Li, M. and Wang, Y. and Xia, N. and Chen, Y.M. and Tang, Y.",
        TITLE = "Three-Dimensional Reconstruction of Building Roofs from Airborne
LiDAR Data Based on a Layer Connection and Smoothness Strategy",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "5",
        PAGES = "415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243035"}

@article{bb248150,
        AUTHOR = "Wu, H. and Fan, H.C.",
        TITLE = "Registration of Airborne LiDAR Point Clouds by Matching the Linear
Plane Features of Building Roof Facets",
        JOURNAL = RS,
        VOLUME = "8",
        YEAR = "2016",
        NUMBER = "6",
        PAGES = "447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243036"}

@article{bb248151,
        AUTHOR = "Xie, J.H. and Feng, C.C.",
        TITLE = "An Integrated Simplification Approach for 3D Buildings with Sloped
and Flat Roofs",
        JOURNAL = IJGI,
        VOLUME = "5",
        YEAR = "2016",
        NUMBER = "8",
        PAGES = "128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243037"}

@article{bb248152,
        AUTHOR = "Chen, J.Y. and Lin, C.H. and Hsu, P.C. and Chen, C.H.",
        TITLE = "Point Cloud Encoding for 3D Building Model Retrieval",
        JOURNAL = MultMed,
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        NUMBER = "2",
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        PAGES = "337-345",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243038"}

@article{bb248153,
        AUTHOR = "Chen, Y.C. and Lin, B.Y. and Lin, C.H.",
        TITLE = "Consistent Roof Geometry Encoding for 3D Building Model Retrieval
Using Airborne LiDAR Point Clouds",
        JOURNAL = IJGI,
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243039"}

@inproceedings{bb248154,
        AUTHOR = "Chen, Y.C. and Lin, C.H.",
        TITLE = "Image-based Airborne Lidar Point Cloud Encoding For 3d Building Model
Retrieval",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B8: 1237-1242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243040"}

@article{bb248155,
        AUTHOR = "Zhang, W.M. and Wang, H.T. and Chen, Y.M. and Yan, K. and Chen, M.",
        TITLE = "3D Building Roof Modeling by Optimizing Primitive's Parameters Using
Constraints from LiDAR Data and Aerial Imagery",
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        NUMBER = "9",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243041"}

@article{bb248156,
        AUTHOR = "Wang, H.T. and Zhang, W.M. and Chen, Y.M. and Chen, M. and Yan, K.",
        TITLE = "Semantic Decomposition and Reconstruction of Compound Buildings with
Symmetric Roofs from LiDAR Data and Aerial Imagery",
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        NUMBER = "10",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243042"}

@article{bb248157,
        AUTHOR = "Chen, J.X. and Wang, C. and Zhang, H. and Wu, F. and Zhang, B. and Lei, W.M.",
        TITLE = "Automatic Detection of Low-Rise Gable-Roof Building from Single
Submeter SAR Images Based on Local Multilevel Segmentation",
        JOURNAL = RS,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243043"}

@article{bb248158,
        AUTHOR = "Xu, B. and Jiang, W. and Li, L.",
        TITLE = "HRTT: A Hierarchical Roof Topology Structure for Robust Building Roof
Reconstruction from Point Clouds",
        JOURNAL = RS,
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        YEAR = "2017",
        NUMBER = "4",
        PAGES = "xx-yy",
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@article{bb248159,
        AUTHOR = "Chen, D. and Wang, R. and Peethambaran, J.",
        TITLE = "Topologically Aware Building Rooftop Reconstruction From Airborne
Laser Scanning Point Clouds",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
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        MONTH = "December",
        PAGES = "7032-7052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243045"}

@article{bb248160,
        AUTHOR = "Benciolini, B. and Ruggiero, V. and Vitti, A. and Zanetti, M.",
        TITLE = "Roof Planes Detection Via a Second-Order Variational Model",
        JOURNAL = PandRS,
        VOLUME = "138",
        YEAR = "2018",
        PAGES = "101 - 120",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243046"}

@article{bb248161,
        AUTHOR = "Soilan, M. and Riveiro, B. and Linares, P. and Perez Rivas, A.",
        TITLE = "Automatic Parametrization of Urban Areas Using ALS Data: The Case
Study of Santiago de Compostela",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243047"}

@article{bb248162,
        AUTHOR = "Wu, G.M. and Guo, Z. and Shi, X.D. and Chen, Q. and Xu, Y. and Shibasaki, R. and Shao, X.W.",
        TITLE = "A Boundary Regulated Network for Accurate Roof Segmentation and
Outline Extraction",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243048"}

@article{bb248163,
        AUTHOR = "Awrangjeb, M. and Gilani, S.A.N. and Siddiqui, F.U.",
        TITLE = "An Effective Data-Driven Method for 3-D Building Roof Reconstruction
and Robust Change Detection",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243049"}

@inproceedings{bb248164,
        AUTHOR = "Siddiqui, F.U. and Awrangjeb, M.",
        TITLE = "A Novel Building Change Detection Method Using 3D Building Models",
        BOOKTITLE = DICTA17,
        YEAR = "2017",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243050"}

@article{bb248165,
        AUTHOR = "Xu, S. and Pan, X. and Li, E. and Wu, B. and Bu, S. and Dong, W. and Xiang, S. and Zhang, X.",
        TITLE = "Automatic Building Rooftop Extraction From Aerial Images via
Hierarchical RGB-D Priors",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7369-7387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243051"}

@article{bb248166,
        AUTHOR = "Chen, Q. and Wang, L. and Wu, Y. and Wu, G.M. and Guo, Z. and Waslander, S.L.",
        TITLE = "Aerial imagery for roof segmentation:
A large-scale dataset towards automatic mapping of buildings",
        JOURNAL = PandRS,
        VOLUME = "147",
        YEAR = "2019",
        PAGES = "42-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243052"}

@article{bb248167,
        AUTHOR = "Tommasini, M. and Bacciottini, A. and Gherardelli, M.",
        TITLE = "A QGIS Tool for Automatically Identifying Asbestos Roofing",
        JOURNAL = IJGI,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243053"}

@article{bb248168,
        AUTHOR = "Jung, J.W. and Sohn, G.",
        TITLE = "A line-based progressive refinement of 3D rooftop models using
airborne LiDAR data with single view imagery",
        JOURNAL = PandRS,
        VOLUME = "149",
        YEAR = "2019",
        PAGES = "157-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243054"}

@article{bb248169,
        AUTHOR = "Dawid, L. and Tomza, M. and Dawid, A.",
        TITLE = "Estimation of Usable Area of Flat-Roof Residential Buildings Using
Topographic Data with Machine Learning Methods",
        JOURNAL = RS,
        VOLUME = "11",
        YEAR = "2019",
        NUMBER = "20",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243055"}

@article{bb248170,
        AUTHOR = "Li, L. and Yao, J. and Tu, J. and Liu, X. and Li, Y. and Guo, L.",
        TITLE = "Roof Plane Segmentation from Airborne LiDAR Data Using Hierarchical
Clustering and Boundary Relabeling",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243056"}

@article{bb248171,
        AUTHOR = "Garcia, J. and Quintana, B. and Adan, A. and Perez, V. and Castilla, F.J.",
        TITLE = "3D-TTA: A Software Tool for Analyzing 3D Temporal Thermal Models of
Buildings",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "14",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243057"}

@article{bb248172,
        AUTHOR = "Murtiyoso, A. and Veriandi, M. and Suwardhi, D. and Soeksmantono, B. and Harto, A.B.",
        TITLE = "Automatic Workflow for Roof Extraction and Generation of 3D CityGML
Models from Low-Cost UAV Image-Derived Point Clouds",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243058"}

@article{bb248173,
        AUTHOR = "Yeh, C.C. and Chang, Y.L. and Alkhaleefah, M. and Hsu, P.H. and Eng, W.Y. and Koo, V.C. and Huang, B. and Chang, L.",
        TITLE = "YOLOv3-Based Matching Approach for Roof Region Detection from Drone
Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "1",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243059"}

@article{bb248174,
        AUTHOR = "Ywata, M.S.Y. and Dal Poz, A.P. and Shimabukuro, M.H. and de Oliveira, H.C.",
        TITLE = "Snake-Based Model for Automatic Roof Boundary Extraction in the
Object Space Integrating a High-Resolution Aerial Images Stereo Pair
and 3D Roof Models",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243060"}

@article{bb248175,
        AUTHOR = "Hu, P. and Miao, Y.M. and Hou, M.",
        TITLE = "Reconstruction of Complex Roof Semantic Structures from 3D Point
Clouds Using Local Convexity and Consistency",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243061"}

@article{bb248176,
        AUTHOR = "Chen, Z. and Li, D. and Fan, W. and Guan, H.Y. and Wang, C. and Li, J.",
        TITLE = "Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation
of Building Rooftops in Optical Remote Sensing Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243062"}

@article{bb248177,
        AUTHOR = "Ye, C.M. and Li, H. and Li, C.M. and Liu, X. and Li, Y. and Li, J. and Goncalves, W.N. and Junior, J.M.",
        TITLE = "A Building Roof Identification CNN Based on Interior-Edge-Adjacency
Features Using Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "15",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243063"}

@article{bb248178,
        AUTHOR = "Dong, Y.Q. and Hou, M. and Xu, B. and Li, Y. and Ji, Y.H.",
        TITLE = "Ming and Qing Dynasty Official-Style Architecture Roof Types
Classification Based on the 3D Point Cloud",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243064"}

@inproceedings{bb248179,
        AUTHOR = "Qian, Y.M. and Zhang, H. and Furukawa, Y.",
        TITLE = "Roof-GAN: Learning to Generate Roof Geometry and Relations for
Residential Houses",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2795-2804",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243065"}

@inproceedings{bb248180,
        AUTHOR = "Pirotti, F. and Zanchetta, C. and Previtali, M. and Della Torre, S.",
        TITLE = "Detection of Building Roofs and Facades From Aerial Laser Scanning Data
Using Deep Learning",
        BOOKTITLE = GEORES19,
        YEAR = "2019",
        PAGES = "975-980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243066"}

@inproceedings{bb248181,
        AUTHOR = "Dehbi, Y. and Koppers, S. and Plumer, L.",
        TITLE = "Probability Density Based Classification and Reconstruction of Roof
Structures From 3d Point Clouds",
        BOOKTITLE = GGT19,
        YEAR = "2019",
        PAGES = "177-184",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243067"}

@inproceedings{bb248182,
        AUTHOR = "Polewski, P. and Yao, W. and Fang, L.",
        TITLE = "Vertical Orientation Correction of UAV Image-based Point Clouds Using
Statistical Modeling of Gable Roof Geometry",
        BOOKTITLE = UAV-g19,
        YEAR = "2019",
        PAGES = "519-523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243068"}

@inproceedings{bb248183,
        AUTHOR = "Radzali, N.A.W.M. and Shafri, H.Z.M. and Norman, M. and Saufi, S.",
        TITLE = "Roofing Assessment for Rooftop Rainwater Harvesting Adoption Using
Remote Sensing And GIS Approach",
        BOOKTITLE = GeoDisast18,
        YEAR = "2018",
        PAGES = "129-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243069"}

@inproceedings{bb248184,
        AUTHOR = "Gkeli, M. and Ioannidis, C.",
        TITLE = "Automatic 3D Reconstruction of Buildings Roof Tops In Densely Urbanized
Areas",
        BOOKTITLE = GeoInfo18,
        YEAR = "2018",
        PAGES = "47-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243070"}

@inproceedings{bb248185,
        AUTHOR = "Tian, J. and Krauß, T. and d'Angelo, P.",
        TITLE = "Automatic Rooftop Extraction in Stereo Imagery Using Distance And
Building Shape Regularized Level Set Evolution",
        BOOKTITLE = Hannover17,
        YEAR = "2017",
        PAGES = "393-397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243071"}

@inproceedings{bb248186,
        AUTHOR = "Partovi, T. and Fraundorfer, F. and Azimi, S. and Marmanis, D. and Reinartz, P.",
        TITLE = "Roof Type Selection Based On Patch-based Classification Using Deep
Learning for High Resolution Satellite Imagery",
        BOOKTITLE = Hannover17,
        YEAR = "2017",
        PAGES = "653-657",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243072"}

@inproceedings{bb248187,
        AUTHOR = "Brum Bastos, V.S. and Ribeiro, B.M.G. and Pinho, C.M.D. and Korting, T.S. and Fonseca, L.M.G.",
        TITLE = "Improvement Evaluation On Ceramic Roof Extraction Using Worldview-2
Imagery And Geographic Data Mining Approach",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B7: 883-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243073"}

@inproceedings{bb248188,
        AUTHOR = "Dal Poz, A.P. and Fernandes, V.J.M.",
        TITLE = "Extraction Of Roof Lines From High-resolution Images By A Grouping
Method",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 853-857",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243074"}

@inproceedings{bb248189,
        AUTHOR = "Kohn, A. and Tian, J. and Kurz, F.",
        TITLE = "Automatic Building Extraction And Roof Reconstruction In 3k Imagery
Based On Line Segments",
        BOOKTITLE = ISPRS16,
        YEAR = "2016",
        PAGES = "B3: 625-631",
        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243075"}

@inproceedings{bb248190,
        AUTHOR = "Chen, Q. and Wang, S. and Liu, X.",
        TITLE = "An Improved Snake Model For Refinement Of Lidar-derived Building Roof
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        BOOKTITLE = ISPRS16,
        YEAR = "2016",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/cartog941.html#TT243076"}

@inproceedings{bb248191,
        AUTHOR = "Chen, Y.R. and Lim, Y.L. and Wang, M.H. and Chen, C.Y.",
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@inproceedings{bb248192,
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        TITLE = "A Research on the Hierarchy and Completeness of Roof Topology for
Robust Building Reconstruction from Airborne Point Cloud",
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@inproceedings{bb248193,
        AUTHOR = "Hujebri, B. and Samadzadegan, F. and Arefi, H.",
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@inproceedings{bb248194,
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@inproceedings{bb248195,
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        BOOKTITLE = SCIA13,
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@inproceedings{bb248196,
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@article{bb248197,
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@inproceedings{bb248198,
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@inproceedings{bb248199,
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