22.4.1.1 Buildings DEM, Elevation, Surface Models

Chapter Contents (Back)
Elevation Models. Building Recognition.

Brunn, A.[Ansgar], Weidner, U.[Uwe],
Hierarchical Bayesian nets for building extraction using dense digital surface models,
PandRS(53), No. 5, October 1998, pp. 296-307. BibRef 9810

Weidner, U., Förstner, W.,
Towards Automatic Building Extraction from High-Resolution Digital Elevation Models,
PandRS(50), No. 4, August 1995, pp. 38-49.
HTML Version. BibRef 9508

Weidner, U.,
Evaluation of Building Extraction from Digital Elevation Models,
TRMay 1995.
HTML Version. BibRef 9505

Weidner, U.,
Digital Surface Models for Building Extraction,
Ascona97(193-202). BibRef 9700
Earlier:
Building Extraction from Digital Elevation Models,
TRMay 1995.
HTML Version. BibRef
Earlier:
Parameter-Free Information-Preserving Surface Restoration,
ECCV94(B:218-224).
Springer DOI BibRef

Zimmermann, P.,
Automatic Building Detection Analysing Multiple Curve Data,
Ascona01(151-160). Use colors, edges, textures, plus DSM 0201
BibRef

Fuchs, F.,
Building Reconstruction in Urban Environment: A Graph-Based Approach,
Ascona01(205-215). From DEM, generate roof patches, use roof structure. 0201
BibRef

Vestri, C.[Christophe],
Using range data in automatic modeling of buildings,
IVC(24), No. 7, July 2006, pp. 709-719.
Elsevier DOI 0608
Building modeling; DEM; Robust estimation; Planar patch segmentation; Polygonalization; Orthogonalization; Aerial images BibRef

Vestri, C.[Christophe], Devernay, F.,
Using Robust Methods for Automatic Extraction of Buildings,
CVPR01(I:133-138).
IEEE DOI 0110
From the DEM, extract buildings. Mostly, find the regions above the ground plane, find planar surfaces, group them, make the boundaries oong straight lines. BibRef

Ortner, M.[Mathias], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.],
Building Outline Extraction from Digital Elevation Models Using Marked Point Processes,
IJCV(72), No. 2, April 2007, pp. 107-132.
Springer DOI 0702
BibRef
Earlier:
Automatic 3D land register extraction from altimetric data in dense urban areas,
INRIARR-4919, 2003.
HTML Version. BibRef
Earlier:
Building Extraction from Digital Elevation Model,
INRIARR-4517, July 2002.
HTML Version. 0211
See also Marked Point Process Model for Curvilinear Structures Extraction. BibRef

Benedek, C.[Csaba], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.],
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics,
PAMI(34), No. 1, January 2012, pp. 33-50.
IEEE DOI 1112
BibRef
Earlier:
Building extraction and change detection in multitemporal remotely sensed images with multiple birth and death dynamics,
WACV09(1-6).
IEEE DOI 0912
See also Building Detection in a Single Remotely Sensed Image with a Point Process of Rectangles. BibRef

Lafarge, F.[Florent], Keriven, R.[Renaud], Bredif, M.[Mathieu], Vu, H.H.[Hoang-Hiep],
A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes,
PAMI(35), No. 1, January 2013, pp. 5-17.
IEEE DOI 1212
BibRef
Earlier:
Hybrid multi-view reconstruction by Jump-Diffusion,
CVPR10(350-357).
IEEE DOI Video of talk:
WWW Link. 1006
See also Texture Representation by Geometric Objects using a Jump-Diffusion Process. BibRef

Lafarge, F.[Florent], Keriven, R.[Renaud], Bredif, M.[Mathieu],
Combining meshes and geometric primitives for accurate and semantic modeling,
BMVC09(xx-yy).
PDF File. 0909
BibRef

Lafarge, F.[Florent], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.], Pierrot-Deseilligny, M.[Marc],
Structural Approach for Building Reconstruction from a Single DSM,
PAMI(32), No. 1, January 2010, pp. 135-147.
IEEE DOI 0912
Buildings are assemblies of 3-D blocks (e.g. Lego) extracted from the DSM. BibRef

Lafarge, F.[Florent], Durup, M.[Mélanie], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.], Pierrot-Deseilligny, M.[Marc],
A New Computationally Efficient Stochastic Approach for Building Reconstruction from Satellite Data,
ISPRS08(B3a: 259 ff).
PDF File. 0807
BibRef

Ortner, M.[Mathias], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.],
A Marked Point Process of Rectangles and Segments for Automatic Analysis of Digital Elevation Models,
PAMI(30), No. 1, January 2008, pp. 105-119.
IEEE DOI 0711
BibRef
Earlier: INRIARR-5712, 2005.
HTML Version. BibRef

Forberg, A.[Andrea],
Generalization of 3D building data based on a scale-space approach,
PandRS(62), No. 2, June 2007, pp. 104-111.
Elsevier DOI 0709
Multi-resolution representation; Generalization; Three-dimensional building model; Image analysis; Rectification BibRef

Vallet, B.[Bruno], Pierrot-Deseilligny, M.[Marc], Boldo, D.[Didier], Brédif, M.[Mathieu],
Building footprint database improvement for 3D reconstruction: A split and merge approach and its evaluation,
PandRS(66), No. 5, September 2011, pp. 732-742.
Elsevier DOI 1110
BibRef
Earlier: A1, A2, A3, Only:
Building Footprint Database Improvement for 3D Reconstruction: A Direction Aware Split and Merge Approach,
CMRT09(139-144).
PDF File. 0909
Photogrammetry; Segmentation; Reconstruction; Urban scene; Building BibRef

Bredif, M., Boldo, D., Pierrot-Deseilligny, M., Maitre, H.,
3D Building Reconstruction with Parametric Roof Superstructures,
ICIP07(II: 537-540).
IEEE DOI 0709
BibRef

Lafarge, F.[Florent], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.], Pierrot-Deseilligny, M.[Marc],
Automatic Building Extraction from DEMs Using an Object Approach and Application to the 3D-City Modeling,
PandRS(63), No. 3, May 2008, pp. 365-381.
Elsevier DOI 0711
BibRef
And:
Building reconstruction from a single DEM,
CVPR08(1-8).
IEEE DOI 0806
BibRef
Earlier:
3D City Modeling Based on Hidden Markov Model,
ICIP07(II: 521-524).
IEEE DOI 0709
BibRef
Earlier:
An Automatic Building Reconstruction Method: A Structural Approach using High Resolution Satellite Images,
ICIP06(1205-1208).
IEEE DOI 0610
BibRef
Earlier:
A Parametric Model for Automatic 3D Building Reconstruction from High Resolution Satellite Images,
INRIARR-5687, 2005.
HTML Version. Building extraction; High resolution satellite data; Digital Elevation Model; Marked point processes; RJMCMC See also Automatic GIS Updating from High Resolution Satellite Images. BibRef

Garcin, L.[Laurent], Descombes, X.[Xavier], Zerubia, J.B.[Josiane B.], Le Men, H.[Herve],
Building Detection by Markov Object processes and a MCMC Algorithm,
INRIARR-4206, June 2001.
HTML Version. 0211
BibRef
And: A1, A2, A4, A3:
Building Detection by Markov Object Processes,
ICIP01(II: 565-568).
IEEE DOI 0108
BibRef

Tournaire, O.[Olivier], Bredif, M., Boldo, D., Durupt, M.,
An efficient stochastic approach for building footprint extraction from digital elevation models,
PandRS(65), No. 4, July 2010, pp. 317-327.
Elsevier DOI 1003
Digital Elevation Model; Building footprint; Energetic modeling; Marked point processes; RJMCMC BibRef

Guercke, R.[Richard], Götzelmann, T.[Timo], Brenner, C.[Claus], Sester, M.[Monika],
Aggregation of LoD 1 building models as an optimization problem,
PandRS(66), No. 2, March 2011, pp. 209-222.
Elsevier DOI 1103
BibRef
Earlier: A2, A1, A3, A4:
Terrain-dependent aggregation of 3D city models,
CityModels09(xx-yy).
PDF File. 0912
City models; Generalization; Aggregation; Optimization BibRef

Tack, F.[Frederik], Buyuksalih, G.[Gurcan], Goossens, R.[Rudi],
3D building reconstruction based on given ground plan information and surface models extracted from spaceborne imagery,
PandRS(67), No. 1, January 2012, pp. 52-64.
Elsevier DOI 1202
BibRef
Earlier: A1, A3, A2:
Semi-automatic City Model Extraction from Tri-stereoscopic VHR Satellite Imagery,
CityModels09(xx-yy).
PDF File. 0912
BibRef
Earlier: A1, A3, A2: CMRT09(89-96).
PDF File. 0909
3D city modeling; DSM; Photogrammetry; High resolution satellite imagery; 2D ground plans BibRef

Zhang, X.[Xiang], Ai, T.H.[Ting-Hua], Stoter, J.[Jantien], Kraak, M.J.[Menno-Jan], Molenaar, M.[Martien],
Building pattern recognition in topographic data: Examples on collinear and curvilinear alignments,
GeoInfo(17), No. 1, January 2013, pp. 1-33.
WWW Link. 1302
BibRef

Zhang, X.[Xiang], Ai, T.H.[Ting-Hua], Stoter, J.[Jantien], Zhao, X.[Xi],
Data matching of building polygons at multiple map scales improved by contextual information and relaxation,
PandRS(92), No. 1, 2014, pp. 147-163.
Elsevier DOI 1407
Data matching BibRef

Zhang, X., Zhao, X., Molenaar, M., Stoter, J., Kraak, M.J., Ai, T.,
Pattern Classification Approaches To Matching Building Polygons At Multiple Scales,
AnnalsPRS(I-2), No. 2012, pp. 19-24.
HTML Version. 1209
BibRef

Brédif, M.[Mathieu], Tournaire, O.[Olivier], Vallet, B.[Bruno], Champion, N.[Nicolas],
Extracting polygonal building footprints from digital surface models: A fully-automatic global optimization framework,
PandRS(77), No. 1, March 2013, pp. 57-65.
Elsevier DOI 1303
Urban; Building; Modeling; Geometry; Analysis; DEM/DTM BibRef

Aijazi, A.K.[Ahmad Kamal], Checchin, P.[Paul], Trassoudaine, L.[Laurent],
Automatic Removal of Imperfections and Change Detection for Accurate 3D Urban Cartography by Classification and Incremental Updating,
RS(5), No. 8, 2013, pp. 3701-3728.
DOI Link 1309
See also Automatic Detection and Parameter Estimation of Trees for Forest Inventory Applications Using 3D Terrestrial LiDAR. BibRef

Arefi, H., Reinartz, P.,
Building Reconstruction Using DSM and Orthorectified Images,
RS(5), No. 4, April 2013, pp. 1681-1703.
DOI Link 1305
BibRef
Earlier:
Multi-level Building Reconstruction For Automatic Enhancement Of High Resolution Dsms,
ISPRS12(XXXIX-B2:11-16).
DOI Link 1209
BibRef

Bulatov, D.[Dimitri], Häufel, G.[Gisela], Meidow, J.[Jochen], Pohl, M.[Melanie], Solbrig, P.[Peter], Wernerus, P.[Peter],
Context-based automatic reconstruction and texturing of 3D urban terrain for quick-response tasks,
PandRS(93), No. 1, 2014, pp. 157-170.
Elsevier DOI 1407
Building detection BibRef

Meidow, J.[Jochen],
Geometric Reasoning for Uncertain Observations of Man-Made Structures,
GCPR14(558-568).
Springer DOI 1411
BibRef

Bulatov, D., Rottensteiner, F., Schulz, K.,
Context-based Urban Terrain Reconstruction From Images And Videos,
AnnalsPRS(I-3), No. 2012, pp. 185-190.
HTML Version. 1209
BibRef

Gan, L.[Linlu], Li, J.[Jun], Jing, N.[Ning],
Hybrid organization and visualization of the DSM combined with 3D building model,
ICIVC17(566-571)
IEEE DOI 1708
Data models, Manuals, Organizations, Solid modeling, Three-dimensional displays, Tiles, 3D city model, 3D tiles, date organization, digital surface model, webgl BibRef


Malihi, S., Zoej, M.J.V.[M. J. Valadan], Hahn, M., Mokhtarzade, M., Arefi, H.,
3d Building Reconstruction Using Dense Photogrammetric Point Cloud,
ISPRS16(B3: 71-74).
DOI Link 1610
BibRef

Macay Moreia, J.M., Nex, F., Agugiaro, G., Remondino, F., Lim, N.J.,
From DSM to 3D Building Models: A Quantitative Evaluation,
Hannover13(213-219).
DOI Link 1308
BibRef

Nex, F., Remondino, F.,
Automatic Roof Outlines Reconstruction from Photogrammetric DSM,
AnnalsPRS(I-3), No. 2012, pp. 257-262.
HTML Version. 1209
BibRef

Grigillo, D., Kanjir, U.,
Urban Object Extraction From Digital Surface Model And Digital Aerial Images,
AnnalsPRS(I-3), No. 2012, pp. 215-220.
HTML Version. 1209
BibRef

Mathias, M., Martinovic, A., Weissenberg, J., Van Gool, L.J.,
Procedural 3D Building Reconstruction Using Shape Grammars and Detectors,
3DIMPVT11(304-311).
IEEE DOI 1109
BibRef

Boulaassal, H., Landes, T., Grussenmeyer, P.,
Reconstruction of 3D Vector Models of Buildings by Combination of ALS, TLS and VLS Data,
3DARCH11(xx-yy).
PDF File. 1103
BibRef

Li, Y.[Yan], Zhu, L.[Lin], Tachibana, K.[Kikuo], Shimamura, H.[Hideki],
Morphological operation based dense houses extraction from DSM,
PCV14(183-189).
DOI Link 1404
BibRef

Li, Y.[Yan], Zhu, L.[Lin], Hideki, S.[Shimamura], Tachibana, K.[Kikuo],
An integrated system on large scale building extraction from DSM,
PCVIA10(B:35).
PDF File. 1009
BibRef

Zhang, C.X.[Chen-Xi], Wang, L.[Liang], Yang, R.G.[Rui-Gang],
Semantic Segmentation of Urban Scenes Using Dense Depth Maps,
ECCV10(IV: 708-721).
Springer DOI 0109
BibRef

Jiang, H.B.[Heng-Biao], Guang, H.L.[Hong-Liang], Liu, X.L.[Xian-Lin],
A Method Of Building Modeling From True Ortho-image And DSM,
VCGVA09(xx-yy). 0910
Ortho-image; DSM; Building model; Triangulation technology BibRef

Alobeid, A., Jacobsen, K., Heipke, C., Al Rajhi, M.,
Building Monitoring with Differential DSMS,
HighRes11(xx-yy).
PDF File. 1106
BibRef

Jacobsen, K.,
Characteristics and Accuracy of Large Area Covering Height Models,
Hannover13(157-162).
DOI Link 1308
BibRef

Alobeid, A., Jacobsen, K., Heipke, C.[Christian],
Building Height Estimation in Urban Areas from Very High Resolution Satellite Stereo Images,
HighRes09(xx-yy).
PDF File. 0906
See also Characteristics of Very High Resolution Optical Satellites for Topographic Mapping. BibRef

Jiang, N., Zhang, J.X., Li, H.T., Lin, X.G.,
Object-Oriented Building Extraction by DSM and very High-Resolution Orthoimages,
ISPRS08(B3b: 441 ff).
PDF File. 0807
BibRef

Beumier, C.[Charles],
Building Verification from Disparity of Contour Points,
IPTA08(1-6).
IEEE DOI 0811
BibRef

Elaksher, A.,
A Multi-Photo Least Squares Matching Algorithm for Urban Area DEM Refinement Using Breaklines,
ISPRS08(B3a: 33 ff).
PDF File. 0807
BibRef

Dornaika, F., Brédif, M.,
An Efficient Approach to Building Superstructure Reconstruction Using Digital Elevation Maps,
ISPRS08(B3a: 179 ff).
PDF File. 0807
BibRef

Li, Y.[Yan], Zhu, L.[Lin], Shimamura, H.[Hideki],
Integrated Method of Building Extraction from Digital Surface Model and Imagery,
ISPRS08(B3b: 81 ff).
PDF File. 0807
BibRef

Eads, D.[Damian], Rosten, E.[Edward], Helmbold, D.P.[David P.],
Learning Object Location Predictors with Boosting and Grammar-guided Feature Extraction,
BMVC09(xx-yy).
PDF File. 0909
Buildings from aerial images. BibRef

Durupt, M.[Mélanie], Taillandier, F.[Franck],
Automatic Building Reconstruction from a Digital Elevation Model and Cadastral Data: An Operational Approach,
PCV06(xx-yy).
PDF File. 0609
BibRef

Taillandier, F.[Franck],
Inferring and Enforcing Geometrical Constraints on a 3D Model for Building Reconstruction,
SCIA05(699-708).
Springer DOI 0506
BibRef
And:
Automatic Building Reconstruction from Cadastral Maps and Aerial Images,
CMRT05(xx-yy).
PDF File. 0508
BibRef

Boudet, L.[Laurence], Paparoditis, N.[Nicolas], Jung, F.[Franck], Martinoty, G.[Gilles], Pierrot-Deseilligny, M.[Marc],
A Supervised Classification Approach Towards Quality Self-Diagnosis of 3D Building Models Using Digital Aerial Imagery,
PCV06(xx-yy).
PDF File. 0609
BibRef

Flamanc, D., Maillet, G., Jibrini, H.,
3D City Models: An Operational Approach using Aerial Images and Cadastral Maps,
PIA05(xx-yy).
PDF File. 0509
BibRef

Paparoditis, N., Maillet, G., Taillandier, F., Jibrini, H., Jung, F., Guigues, L., Boldo, D.,
Multi-Image 3D Feature and DSM Extraction for Change Detection and Building Reconstruction,
Ascona01(217-230). Merge all elementary stereo pair DSMs. Analysis of image and DSM to extract surfaces of uniform regions. 0201
BibRef

Vallet, B., Taillandier, F.[Franck],
Fitting Constrained 3D Models in Multiple Aerial Images,
BMVC05(xx-yy).
HTML Version. 0509
BibRef

Taillandier, F.[Franck], Deriche, R.[Rachid],
Reconstruction of 3D Linear Primitives From Multiple Views for Urban Areas Modelisation,
PCV02(B: 267). 0305
BibRef

Jung, F., Paparoditis, N.,
Extracting 3D Free-Form Surface Boundaries of Man-Made Objects from Multiple Calibrated Images: A Robust, Accurate and High Resolving Power Edgel Matching and Chaining Approach,
PIA05(xx-yy).
PDF File. 0509
BibRef

Maillet, G., Paparoditis, N., Taillandier, F.,
TIN Surface Reconstruction from Multiple Calibrated Aerial Images in Urban Areas,
ICIP02(III: 521-524).
IEEE DOI 0210
BibRef

Krishnamoorthy, P., Boyer, K.L., Flynn, P.J.,
Robust detection of buildings in digital surface models,
ICPR02(I: 159-163).
IEEE DOI 0211
BibRef

Vinson, S.[Samuel], and Cohen, L.D.[Laurent D.],
Multiple rectangle model for buildings segmentation and 3D scene reconstruction,
ICPR02(III: 623-626).
IEEE DOI
PDF File. 0211
BibRef
And: A2, A1
Segmentation of complex buildings from aerial images and 3D surface reconstruction,
WACV02(215-219).
WWW Link.
PDF File. 0303
BibRef

Vinson, S., Cohen, L.D., Perlant, F.P.,
Extraction of Rectangular Buildings using DEM and Orthoimage,
SCIA01(O-W1).
PDF File. 0206
BibRef

Eckstein, W.[Wolfgang], Steger, C.T.[Carsten T.],
Fusion of Digital Terrain Models and Texture for Object Extraction,
Other JournalSecond International Airborne Remote Sensing Conference and Exhibition, 1996, pp. III:1-10.
HTML Version. BibRef 9600

Levitt, S., Aghdasi, F.,
Fuzzy Representation and Grouping in Building Detection,
ICIP00(Vol III: 324-327).
IEEE DOI 0008
BibRef

Ledner, R.[Robert], Maresch, M.[Markus], Lesher, C.[Christopher],
3-D Reconstruction of Urban Environments from Dense Digital Elevation Models,
DARPA98(589-595). BibRef 9800

Baltsavias, E., Mason, S., and Stallmann, D.,
Use of DTMs/DSMs and Ortohimages to Support Building Extraction,
Ascona95(199-210). The DSM generally misses a building, so it can only give some indication of the building, not the whole thing. BibRef 9500

Chapter on Remote Sensing, Cartography, Aerial Images, Buildings, Roads, Terrain, ATR continues in
Buildings from SAR, InSAR, ISAR Data .


Last update:Nov 18, 2017 at 20:56:18