24.3.6 Building Facades, Ground Level Images

Chapter Contents (Back)
Building Facade. Facades.
See also Building Windows, Facade Window Models.
See also Building Interiors, Walls, Indoor Models. Laser Data:
See also Buildings from Terrestrial Laser Data, Mobile Scanners, Ground-Based LiDAR.

Wang, X.G.[Xiao-Guang], Hanson, A.R.[Allen R.],
Surface Texture and Microstructure Extraction from Multiple Aerial Images,
CVIU(83), No. 1, July 2001, pp. 1-37.
DOI Link 0108
BibRef
Earlier:
Extracting Surface Textures and Microstructures from Multiple Aerial Images,
CVPR97(301-306).
IEEE DOI 9704
Getting wall descriptions from serial views. BibRef

Wang, X.G.[Xiao-Guang], Hanson, A.R., Collins, R.T.[Robert T.],
Surface Microstructure Extraction from Multiple Aerial Images,
SPIE(3072), April 1997, pp. 251-262. BibRef 9704

Früh, C.[Christian], and Zakhor, A.[Avideh],
Constructing 3-D City Models by Merging Aerial and Ground Views,
IEEE_CGA(23), No. 6, November/December, 2003, pp. 52-61.
HTML Version. BibRef 0311
Earlier:
Reconstructing 3D City Models by Merging Ground-Based and Airborne Views,
VLBV03(306-313).
Springer DOI 0310
BibRef
And:
Constructing 3D city models by merging ground-based and airborne views,
CVPR03(II: 562-569).
IEEE DOI 0307
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Früh, C.[Christian], Zakhor, A.[Avideh],
An Automated Method for Large-Scale, Ground-Based City Model Acquisition,
IJCV(60), No. 1, October 2004, pp. 5-24.
DOI Link 0405
BibRef
Earlier:
3D Model Generation for Cities Using Aerial Photographs and Ground Level Laser Scans,
CVPR01(II:31-38).
IEEE DOI 0110
Laser gives partial descriptions, fit the laser data to the edges in the aerial image or the map. BibRef

Zakhor, A.[Avideh],
3D modeling of static and dynamic scenes,
VMV04(1). 0411
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Früh, C.[Christian], Jain, S.[Siddharth], Zakhor, A.[Avideh],
Data Processing Algorithms for Generating Textured 3D Building Facade Meshes from Laser Scans and Camera Images,
IJCV(61), No. 2, February 2005, pp. 159-184.
DOI Link 0410
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Earlier: A1, A3, Only: 3DPVT02(834-847). 0206
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Turner, E.[Eric], Zakhor, A.[Avideh],
Sharp geometry reconstruction of building facades using range data,
ICIP12(1785-1788).
IEEE DOI 1302
BibRef

Stefanidis, A.[Anthony], Georgiadis, C.[Charalampos], Agouris, P.[Peggy],
Orientation of Ground-level Motion Imagery Using Building Facades,
PhEngRS(72), No. 9, September 2006, pp. 1061-1072.
WWW Link. 0610
An innovative approach to dependent orientation allowing for propagating orientation information within sequences of ground-level imagery. BibRef

Mayer, H.[Helmut], Reznik, S.[Sergiy],
Building facade interpretation from uncalibrated wide-baseline image sequences,
PandRS(61), No. 6, February 2007, pp. 371-380.
Elsevier DOI 0703
BibRef
Earlier:
MCMC Linked With Implicit Shape Models and Plane Sweeping for 3D Building Facade Interpretation in Image Sequences,
PCV06(xx-yy).
PDF File. 0609
BibRef
Earlier:
Building Facade Interpretation from Image Sequences,
CMRT05(xx-yy).
PDF File. 0508
Facade interpretation; Implicit shape models; Markov Chain Monte Carlo; Abstraction hierarchy; 3D reconstruction BibRef

Reznik, S., Mayer, H.,
Implicit Shape Models, Model Selection, and Plane Sweeping for 3D Facade Interpretation,
PIA07(173).
PDF File. 0711
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Bartelsen, J.[Jan], Mayer, H.[Helmut], Hirschmüller, H.[Heiko], Kuhn, A.[Andreas], Michelini, M.[Mario],
Orientation and Dense Reconstruction from Unordered Wide Baseline Image Sets,
PFG(2012), No. 4, 2012, pp. 421-432.
WWW Link. 1211
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And:
Orientation and Dense Reconstruction of Unordered Terrestrial And Aerial Wide Baseline Image Sets,
AnnalsPRS(I-3), No. 2012, pp. 25-30.
DOI Link 1209
BibRef
Earlier: A2, A1, A3, A4, Only:
Dense 3D Reconstruction from Wide Baseline Image Sets,
WTFCV11(285-304).
Springer DOI 1210
BibRef
Earlier: A2, A1, Only:
Automated 3D Reconstruction of Urban Areas from Networks of Wide-Baseline Image Sequences,
ISPRS08(B5: 633 ff).
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Mayer, H.[Helmut],
3D reconstruction and visualization of urban scenes from uncalibrated wide-baseline image sequences,
IEVM06(xx-yy).
PDF File. 0609
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Pollefeys, M., Nistér, D., Frahm, J.M., Akbarzadeh, A., Mordohai, P., Clipp, B., Engels, C., Gallup, D., Kim, S.J., Merrell, P., Salmi, C., Sinha, S., Talton, B., Wang, L., Yang, Q., Stewénius, H., Yang, R., Welch, G., Towles, H.,
Detailed Real-Time Urban 3D Reconstruction from Video,
IJCV(78), No. 2-3, July 2008, pp. 143-167.
Springer DOI 0803
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Akbarzadeh, A., Frahm, J.M., Mordohai, P., Clipp, B., Engels, C., Gallup, D., Merrell, P., Phelps, M., Sinha, S., Talton, B., Wang, L., Yang, Q., Stewenius, H., Yang, R., Welch, G., Towles, H., Nister, D., Pollefeys, M.,
Towards Urban 3D Reconstruction from Video,
3DPVT06(1-8).
IEEE DOI 0606
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Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc], Lazebnik, S.[Svetlana], Gallup, D.[David], Clipp, B.[Brian], Raguram, R.[Rahul], Wu, C.C.[Chang-Chang], Zach, C.[Christopher], Johnson, T.[Tim],
Fast robust large-scale mapping from video and internet photo collections,
PandRS(65), No. 6, November 2010, pp. 538-549.
Elsevier DOI 1101
3D modeling from video; 3D registration video; Camera registration photo collections BibRef

Zeisl, B.[Bernhard], Köser, K.[Kevin], Pollefeys, M.[Marc],
Viewpoint Invariant Matching via Developable Surfaces,
CDC4CV12(II: 62-71).
Springer DOI 1210
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Hane, C.[Christian], Zach, C.[Christopher], Zeisl, B.[Bernhard], Pollefeys, M.[Marc],
A Patch Prior for Dense 3D Reconstruction in Man-Made Environments,
3DIMPVT12(563-570).
IEEE DOI 1212
BibRef
Earlier: A3, A2, A4, Only:
Stereo Reconstruction of Building Interiors with a Vertical Structure Prior,
3DIMPVT11(366-373).
IEEE DOI 1109
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Irschara, A.[Arnold], Zach, C.[Christopher], Klopschitz, M.[Manfred], Bischof, H.[Horst],
Large-scale, dense city reconstruction from user-contributed photos,
CVIU(116), No. 1, January 2012, pp. 2-15.
Elsevier DOI 1112
3D reconstruction; Camera calibration; Structure from motion; Large scale modeling; Urban reconstruction; Depth map fusion BibRef

Zach, C.[Christopher], Irschara, A.[Arnold], Bischof, H.[Horst],
What can missing correspondences tell us about 3D structure and motion?,
CVPR08(1-8).
IEEE DOI 0806
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And: A2, A1, A3:
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VRML07(1-8).
IEEE DOI 0710
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Häne, C.[Christian], Zach, C.[Christopher], Cohen, A.[Andrea], Pollefeys, M.[Marc],
Dense Semantic 3D Reconstruction,
PAMI(39), No. 9, September 2017, pp. 1730-1743.
IEEE DOI 1708
Geometry, Image reconstruction, Image segmentation, Labeling, Semantics, Surface reconstruction, Volumetric reconstruction, convex formulation, multi-label segmentation, semantic 3D modeling, semantic, labeling BibRef

Hane, C.[Christian], Zach, C.[Christopher], Cohen, A.[Andrea], Angst, R.[Roland], Pollefeys, M.[Marc],
Joint 3D Scene Reconstruction and Class Segmentation,
CVPR13(97-104)
IEEE DOI 1309
Segmentation and reconstruction without over smoothing. Segments indicate surfaces, surfaces indicate regions. BibRef

Zebedin, L.[Lukas], Bauer, J.[Joachim], Karner, K.[Konrad], Bischof, H.[Horst],
Fusion of Feature- and Area-Based Information for Urban Buildings Modeling from Aerial Imagery,
ECCV08(IV: 873-886).
Springer DOI 0810
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Bauer, J.[Joachim], Klaus, A.[Andreas], Karner, K.[Konrad], Zach, C.[Christopher], Schindler, K.[Konrad],
METROPOGIS: A Feature Based City Modeling System,
PCV02(B: 22). 0305
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Gallup, D.[David], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
Piecewise planar and non-planar stereo for urban scene reconstruction,
CVPR10(1418-1425).
IEEE DOI Video of talk:
WWW Link. 1006
BibRef
And:
A Heightmap Model for Efficient 3D Reconstruction from Street-Level Video,
3DPVT10(xx-yy).
WWW Link. 1005
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And: A1, A3, A2:
3D Reconstruction Using an n-Layer Heightmap,
DAGM10(1-10).
Springer DOI 0109
BibRef

Merrell, P.[Paul], Mordohai, P.[Philippos], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
Evaluation of Large Scale Scene Reconstruction,
VRML07(1-8).
IEEE DOI 0710
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Wu, C.C.[Chang-Chang], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
Repetition-based dense single-view reconstruction,
CVPR11(3113-3120).
IEEE DOI 1106
BibRef
Earlier:
Detecting Large Repetitive Structures with Salient Boundaries,
ECCV10(II: 142-155).
Springer DOI 0109
BibRef

Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc], Clipp, B.[Brian], Gallup, D., Raguram, R., Wu, C.C.[Chang-Chang], Zach, C.[Christopher],
3D Reconstruction of architectural scenes from uncalibrated video sequences,
3DARCH09(xx-yy).
PDF File. 0902
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Raguram, R.[Rahul], Wu, C.C.[Chang-Chang], Frahm, J.M.[Jan-Michael], Lazebnik, S.[Svetlana],
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs,
IJCV(95), No. 3, December 2011, pp. 213-239.
WWW Link. 1109
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Raguram, R.[Rahul], Tighe, J.[Joseph], Frahm, J.M.[Jan-Michael],
Improved Geometric Verification for Large Scale Landmark Image Collections,
BMVC12(77).
DOI Link 1301
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Li, X.W.[Xiao-Wei], Wu, C.C.[Chang-Chang], Zach, C.[Christopher], Lazebnik, S.[Svetlana], Frahm, J.M.[Jan-Michael],
Modeling and Recognition of Landmark Image Collections Using Iconic Scene Graphs .,
ECCV08(I: 427-440).
Springer DOI 0810
BibRef

Wu, C.C.[Chang-Chang], Clipp, B.[Brian], Li, X.W.[Xiao-Wei], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
3D model matching with Viewpoint-Invariant Patches (VIP),
CVPR08(1-8).
IEEE DOI 0806
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Ye, M.[Mao], Wang, X.W.[Xian-Wang], Yang, R.G.[Rui-Gang], Ren, L.[Liu], Pollefeys, M.[Marc],
Accurate 3D pose estimation from a single depth image,
ICCV11(731-738).
IEEE DOI 1201
BibRef

Wu, C.C.[Chang-Chang], Fraundorfer, F.[Friedrich], Frahm, J.M.[Jan-Michael], Pollefeys, M.[Marc],
3D model search and pose estimation from single images using VIP features,
S3D08(1-8).
IEEE DOI 0806
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Yang, H.[Hua], Welch, G.[Greg], Pollefeys, M.[Marc],
Illumination Insensitive Model-Based 3D Object Tracking and Texture Refinement,
3DPVT06(869-876).
IEEE DOI 0606
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Jang, K.H.[Kyung Ho], Jung, S.K.[Soon Ki],
Practical modeling technique for large-scale 3D building models from ground images,
PRL(30), No. 10, 15 July 2009, pp. 861-869.
Elsevier DOI 0906
Large-scale 3D building modeling; Structure from motion; Camera calibration BibRef

Micušík, B.[Branislav], Košecká, J.[Jana],
Multi-view Superpixel Stereo in Urban Environments,
IJCV(89), No. 1, August 2010, pp. xx-yy.
Springer DOI 1004
BibRef
Earlier:
Piecewise planar city 3D modeling from street view panoramic sequences,
CVPR09(2906-2912).
IEEE DOI 0906
Utilize the planarity of the urban objects (buildings). BibRef

Anguelov, D.[Dragomir], Dulong, C.[Carole], Filip, D.[Daniel], Frueh, C.[Christian], Lafon, S.[Stéphane], Lyon, R.[Richard], Ogale, A.[Abhijit], Vincent, L.[Luc], Weaver, J.[Josh],
Google Street View: Capturing the World at Street Level,
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IEEE DOI 1007
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Kang, Z.Z.[Zhi-Zhong], Zhang, L.Q.[Li-Qiang], Zlatanova, S.[Sisi], Li, J.[Jonathan],
An automatic mosaicking method for building facade texture mapping using a monocular close-range image sequence,
PandRS(65), No. 3, May 2010, pp. 282-293.
Elsevier DOI 1003
Terrestrial imaging; Digital camera calibration; Mosaicking; Building facade; Texture mapping BibRef

Dang, T.K.[Trung Kien], Worring, M.[Marcel], Bui, T.D.[The Duy],
A semi-interactive panorama based 3D reconstruction framework for indoor scenes,
CVIU(115), No. 11, November 2011, pp. 1516-1524.
Elsevier DOI 1110
3D reconstruction; Panorama; Interactive BibRef

Nguyen, T.N., Michaelis, B., Al-Hamadi, A., Tornow, M., Meinecke, M.M.,
Stereo-Camera-Based Urban Environment Perception Using Occupancy Grid and Object Tracking,
ITS(13), No. 1, March 2012, pp. 154-165.
IEEE DOI 1203
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Mao, B.[Bo], Ban, Y.F.[Yi-Fang],
Generalization of 3D building texture using image compression and multiple representation data structure,
PandRS(79), No. 1, May 2013, pp. 68-79.
Elsevier DOI 1305
Three-dimensional building model; Texture compression; Multi-resolution Image; Multiple representation data structures; Dynamic visualization BibRef

Fröhlich, B.[Björn], Rodner, E.[Erik], Kemmler, M.[Michael], Denzler, J.[Joachim],
Large-scale gaussian process multi-class classification for semantic segmentation and facade recognition,
MVA(24), No. 5, July 2013, pp. 1043-1053.
Springer DOI 1306
BibRef
Earlier: A1, A2, A4, Only:
A Fast Approach for Pixelwise Labeling of Facade Images,
ICPR10(3029-3032).
IEEE DOI 1008
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Brandenburger, W.[Wolfgang], Drauschke, M.[Martin], Mayer, H.[Helmut],
Cornice Detection Using Façade Image and Point Cloud,
PFG(2013), No. 5, 2013, pp. 511-521, published 10/1/2013.
DOI Link 1310
BibRef
Earlier: A2, A3, Only:
Evaluation of texture energies for classification of façades images,
PCVIA10(A:257).
PDF File. 1009
BibRef

Delmerico, J.A.[Jeffrey A.], David, P.[Philip], Corso, J.J.[Jason J.],
Building facade detection, segmentation, and parameter estimation for mobile robot stereo vision,
IVC(31), No. 11, 2013, pp. 841-852.
Elsevier DOI 1311
Stereo vision BibRef

Zhu, X.X., Shahzad, M.,
Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds,
GeoRS(52), No. 6, June 2014, pp. 3541-3552.
IEEE DOI 1403
Buildings BibRef

Shahzad, M., Zhu, X.X.,
Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds,
GeoRS(54), No. 3, March 2016, pp. 1292-1310.
IEEE DOI 1603
Buildings BibRef

Sun, Y., Shahzad, M., Zhu, X.X.,
First Prismatic Building Model Reconstruction From Tomosar Point Clouds,
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DOI Link 1610
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Shahzad, M., Zhu, X.X.[Xiao Xiang],
Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds,
GeoRS(53), No. 2, February 2015, pp. 752-769.
IEEE DOI 1411
buildings (structures) BibRef

Oses, N.[Noelia], Dornaika, F.[Fadi], Moujahid, A.[Abdelmalik],
Image-Based Delineation and Classification of Built Heritage Masonry,
RS(6), No. 3, 2014, pp. 1863-1889.
DOI Link 1404
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Earlier: A1, A2, Only:
Image-Based Delineation of Built Heritage Masonry for Automatic Classification,
ICIAR13(782-789).
Springer DOI 1307
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Teeravech, K.[Kumpee], Nagai, M.[Masahiko], Honda, K.[Kiyoshi], Dailey, M.[Matthew],
Discovering repetitive patterns in facade images using a RANSAC-style algorithm,
PandRS(92), No. 1, 2014, pp. 38-53.
Elsevier DOI 1407
Facade segmentation BibRef

Burochin, J.P.[Jean-Pascal], Vallet, B.[Bruno], Brédif, M.[Mathieu], Mallet, C.[Clément], Brosset, T.[Thomas], Paparoditis, N.[Nicolas],
Detecting blind building façades from highly overlapping wide angle aerial imagery,
PandRS(96), No. 1, 2014, pp. 193-209.
Elsevier DOI 1410
Vertical imagery BibRef

Zhang, H., Wang, J., Fang, T., Quan, L.,
Joint Segmentation of Images and Scanned Point Cloud in Large-Scale Street Scenes With Low-Annotation Cost,
IP(23), No. 11, November 2014, pp. 4763-4772.
IEEE DOI 1410
Feature extraction BibRef

Gernhardt, S.[Stefan], Auer, S.[Stefan], Eder, K.[Konrad],
Persistent scatterers at building facades: Evaluation of appearance and localization accuracy,
PandRS(100), No. 1, 2015, pp. 92-105.
Elsevier DOI 1502
Urban BibRef

Auer, S., Gisinger, C., Tao, J.[Junyi],
Characterization of Facade Regularities in High-Resolution SAR Images,
GeoRS(53), No. 5, May 2015, pp. 2727-2737.
IEEE DOI 1502
geophysical image processing BibRef

Kang, Z.L.[Zhuo-Liang], Medioni, G.[Gerard],
3D Urban Reconstruction from Wide Area Aerial Surveillance Video,
AAVE15(28-35)
IEEE DOI 1503
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Zhang, Y.J.[Yong-Jun], Li, Q.[Qian], Lu, H.S.[Hong-Shu], Liu, X.Y.[Xin-Yi], Huang, X.[Xu], Song, C.[Chao], Huang, S.[Shan], Huang, J.Y.[Jing-Yi],
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Yang, X.C.[Xiu-Cheng], Qin, X.B.[Xue-Bin], Wang, J.[Jun], Wang, J.H.[Jian-Hua], Ye, X.[Xin], Qin, Q.M.[Qi-Ming],
Building Façade Recognition Using Oblique Aerial Images,
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DOI Link 1509
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Qin, X.B.[Xue-Bin], Jagersand, M.[Martin], Yang, X.C.[Xiu-Cheng], Wang, J.[Jun],
Building facade recognition from aerial images using Delaunay Triangulation induced feature perceptual grouping,
ICPR16(3368-3373)
IEEE DOI 1705
Buildings, Feature extraction, Image recognition, Image resolution, Lattices, Three-dimensional, displays BibRef

Torii, A.[Akihiko], Sivic, J.[Josef], Okutomi, M.[Masatoshi], Pajdla, T.[Toma],
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PAMI(37), No. 11, November 2015, pp. 2346-2359.
IEEE DOI 1511
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Earlier: A1, A2, A4, A3: CVPR13(883-890)
IEEE DOI 1309
buildings (structures). image retrieval; place recognition; repetitive pattern detection BibRef

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IEEE DOI 1601
Computational modeling BibRef

Xu, Z.[Zhe], Tao, D.C.[Da-Cheng], Zhang, Y.[Ya], Wu, J.J.[Jun-Jie], Tsoi, A.C.[Ah Chung],
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Springer DOI 1408
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Serna, A.[Andrés], Marcotegui, B.[Beatriz], Hernández, J.[Jorge],
Segmentation of Façades from Urban 3D Point Clouds Using Geometrical and Morphological Attribute-Based Operators,
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Springer DOI 1602
Architectural modeling, single image. Columns, roof tiles, floors, etc. BibRef

Mathias, M.[Markus], Martinovic, A.[Andelo], Van Gool, L.J.[Luc J.],
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Springer DOI 1605
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Martinovic, A.[Andelo], Mathias, M.[Markus], Weissenberg, J.[Julien], Van Gool, L.J.[Luc J.],
A Three-Layered Approach to Facade Parsing,
ECCV12(VII: 416-429).
Springer DOI 1210
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Gadde, R.[Raghudeep], Marlet, R.[Renaud], Paragios, N.[Nikos],
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Springer DOI 1605
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Ok, D.[David], Kozinski, M.[Mateusz], Marlet, R.[Renaud], Paragios, N.[Nikos],
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3DIMPVT12(128-135).
IEEE DOI 1212
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Shen, J.[Jie], Fan, H.C.[Hong-Chao], Mao, B.[Bo], Wang, M.H.[Meng-He],
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Li, Z.Q.[Zhu-Qiang], Zhang, L.Q.[Li-Qiang], Mathiopoulos, P.T.[P. Takis], Liu, F.Y.[Fang-Yu], Zhang, L.[Liang], Li, S.P.[Shuai-Peng], Liu, H.[Hao],
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PandRS(123), No. 1, 2017, pp. 75-93.
Elsevier DOI 1612
TLS point cloud BibRef

Udayan, J.D.[J. Divya], Kim, H.[Hyung_Seok],
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PDF File. 1702
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Monien, D.[Dirk], Wilting, R.[Rolf], Casper, E.[Egbert], Brennenstuhl, M.[Marcus], Coors, V.[Volker],
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PFG(2016), No. 4, 2016, pp. 246-257.
DOI Link 1703
German title: Automatisierte Korrektur und Mapping von Fassadenthermographien auf 3D-Gebäudemodelle BibRef

Becker, S.[Susanne],
Generation and application of rules for quality dependent facade reconstruction,
PandRS(64), No. 6, November 2009, pp. 640-653.
Elsevier DOI 1001
Architecture; Modelling; Interpretation; Building; Three-dimensional BibRef

Sakurada, K.[Ken], Tetsuka, D.[Daiki], Okatani, T.[Takayuki],
Temporal city modeling using street level imagery,
CVIU(157), No. 1, 2017, pp. 55-71.
Elsevier DOI 1704
Change detection BibRef

Kobyshev, N.[Nikolay], Riemenschneider, H.[Hayko], Bódis-Szomorú, A.[András], Van Gool, L.J.[Luc J.],
Efficient architectural structural element decomposition,
CVIU(157), No. 1, 2017, pp. 300-312.
Elsevier DOI 1704
3D city model BibRef

Hadfield, S.[Simon], Lebeda, K.[Karel], Bowden, R.[Richard],
Stereo reconstruction using top-down cues,
CVIU(157), No. 1, 2017, pp. 206-222.
Elsevier DOI 1704
Stereo reconstruction
See also Scene Particles: Unregularized Particle-Based Scene Flow Estimation. BibRef

Cheng, L.[Liang], Chu, S.S.[Sen-Sen], Zong, W.W.[Wen-Wen], Li, S.Y.[Shu-Yi], Wu, J.[Jie], Li, M.C.[Man-Chun],
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IJGI(6), No. 9, 2017, pp. xx-yy.
DOI Link 1710
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Gadde, R.[Raghudeep], Jampani, V.[Varun], Marlet, R., Gehler, P.V.[Peter V.],
Efficient 2D and 3D Facade Segmentation Using Auto-Context,
PAMI(40), No. 5, May 2018, pp. 1273-1280.
IEEE DOI 1804
BibRef
Earlier: A2, A1, A4, Only:
Efficient Facade Segmentation Using Auto-context,
WACV15(1038-1045)
IEEE DOI 1503
Buildings, Context, Feature extraction, Image segmentation, Semantics, stacked generalization. Accuracy BibRef

Wang, Y.Z.[Yong-Zhi], Ma, Y.Q.[Yu-Qing], Zhu, A.X.[A-Xing], Zhao, H.[Hui], Liao, L.X.[Li-Xia],
Accurate facade feature extraction method for buildings from three-dimensional point cloud data considering structural information,
PandRS(139), 2018, pp. 146-153.
Elsevier DOI 1804
Three-dimensional point cloud data, Two-dimensional optical images, Structural information, Three-dimensional building modeling BibRef

Bacharidis, K.[Konstantinos], Sarri, F.[Froso], Paravolidakis, V.[Vasilis], Ragia, L.[Lemonia], Zervakis, M.[Michalis],
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IJGI(7), No. 4, 2018, pp. xx-yy.
DOI Link 1805
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Lotte, R.G.[Rodolfo Georjute], Haala, N.[Norbert], Karpina, M.[Mateusz], Oliveira e Cruz de Aragão, L.E.[Luiz Eduardo], Shimabukuro, Y.E.[Yosio Edemir],
3D Façade Labeling over Complex Scenarios: A Case Study Using Convolutional Neural Network and Structure-From-Motion,
RS(10), No. 9, 2018, pp. xx-yy.
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Qamar, F.[Farid], Sharma, M.S.[Mohit S.], Dobler, G.[Gregory],
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Liu, H., Xu, Y., Zhang, J., Zhu, J., Li, Y., Hoi, S.C.H.,
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IEEE DOI 2011
Shape, Windows, Grammar, Deep learning, Semantics, Facade parsing, deep learning, semantic segmentation BibRef

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Semantics, Buildings, Image segmentation, Task analysis, Windows, Image reconstruction, Image recognition, Multi-task learning, augmented reality BibRef

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Noblejas, H.C.[Hugo Castro], Barrionuevo, J.F.S.[Juan Francisco Sortino], Muñoz, D.G.[Darío Gumiel], Rodríguez, M.F.M.[Matías Francisco Mérida],
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Chen, D.[Dong], Li, J.[Jing], Di, S.N.[Shao-Ning], Peethambaran, J.[Jiju], Xiang, G.Q.[Gui-Qiu], Wan, L.C.[Lin-Cheng], Li, X.H.[Xiang-Hong],
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Facet Segmentation-Based Line Segment Extraction for Large-Scale Point Clouds,
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IEEE DOI 1709
feature extraction, image registration, image segmentation, facet segmentation, large-scale point clouds, line segment extraction, line-based registration framework, local planar region, number of false alarms, BibRef

Lin, Y.B.[Yang-Bin], Wang, C.[Cheng], Cheng, J.[Jun], Chen, B.[Bili], Jia, F.[Fukai], Chen, Z.G.[Zhong-Gui], Li, J.[Jonathan],
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Line segment extraction BibRef

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Semantic segmentation, Building facade, Self-attention, Attentive pooling, DLA-Net BibRef

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Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings,
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IEEE DOI 2112
Buildings, Visualization, Semantics, Task analysis, Feature extraction, Image coding, Recurrent neural networks, urban land use classification BibRef

Chen, D.[Dong], Xiang, G.Q.[Gui-Qiu], Peethambaran, J.[Jiju], Zhang, L.Q.[Li-Qiang], Li, J.[Jing], Hu, F.[Fan],
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The 'Fuzzy' Repair of Urban Building Facade Point Cloud Based on Distribution Regularity,
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Urban structures, Regularization, Fusion, Completion BibRef

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Synthesis and Completion of Facades from Satellite Imagery,
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Klimkowska, A.[Anna], Cavazzi, S.[Stefano], Leach, R.[Richard], Grebby, S.[Stephen],
Detailed Three-Dimensional Building Facade Reconstruction: A Review on Applications, Data and Technologies,
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Yin, S.M.[Si-Ming], Guo, X.[Xian], Jiang, J.[Jie],
Extracting the Urban Landscape Features of the Historic District from Street View Images Based on Deep Learning: A Case Study in the Beijing Core Area,
IJGI(11), No. 6, 2022, pp. xx-yy.
DOI Link 2206
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Yu, B.[Bing], Hu, J.L.[Jin-Long], Dong, X.J.[Xiu-Jun], Dai, K.[Keren], Xiao, D.S.[Dong-Sheng], Zhang, B.[Bo], Wu, T.[Tao], Hu, Y.[Yunliang], Wang, B.[Bing],
A Robust Automatic Method to Extract Building Facade Maps from 3D Point Cloud Data,
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Yan, Y.Z.[Yi-Zhen], Huang, B.[Bo],
Estimation of building height using a single street view image via deep neural networks,
PandRS(192), 2022, pp. 83-98.
Elsevier DOI 2209
Street view image, Building height, Single view, Uncertainty analysis, Deep learning BibRef

Han, Q.[Qing], Yin, C.[Chao], Deng, Y.Y.[Yun-Yuan], Liu, P.L.[Pei-Lin],
Towards Classification of Architectural Styles of Chinese Traditional Settlements Using Deep Learning: A Dataset, a New Framework, and Its Interpretability,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link 2211
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Liu, H.T.[Han-Tang], Li, W.T.[Wen-Tong], Zhu, J.[Jianke],
Translational Symmetry-Aware Facade Parsing for 3-D Building Reconstruction,
MultMedMag(29), No. 4, October 2022, pp. 38-47.
IEEE DOI 2301
Buildings, Semantics, Image segmentation, Construction industry, Solid modeling, Image reconstruction BibRef

Wang, F.[Feng], Zhou, G.Q.[Guo-Qing], Hu, H.[Han], Wang, Y.F.[Yue-Feng], Fu, B.[Bolin], Li, S.M.[Shi-Ming], Xie, J.L.[Jia-Li],
Reconstruction of LoD-2 Building Models Guided by Facade Structures from Oblique Photogrammetric Point Cloud,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link 2301
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Zhang, F.[Fan], Wegner, J.D.[Jan Dirk], Yang, B.S.[Bi-Sheng], Liu, Y.[Yu],
Street-level imagery analytics and applications,
PandRS(199), 2023, pp. 195-196.
Elsevier DOI 2305
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Torres-Gonzáles, M.[Marta], Valença, J.[Jónatas], Santos, B.O.[Bruno O.], Silva, A.[Ana], Mendes, M.P.[Maria P.],
StainView: A Fast and Reliable Method for Mapping Stains in Facades Using Image Classification in HSV and CIELab Colour Space,
RS(15), No. 11, 2023, pp. 2895.
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Zhai, Y.[Yujia], Gong, R.[Ruoyu], Huo, J.[Junzi], Fan, B.B.[Bin-Bin],
Building Facade Color Distribution, Color Harmony and Diversity in Relation to Street Functions: Using Street View Images and Deep Learning,
IJGI(12), No. 6, 2023, pp. xx-yy.
DOI Link 2307
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Xu, H.[Hong], Sun, H.Z.[Hao-Zun], Wang, L.[Lubin], Yu, X.C.[Xin-Can], Li, T.Y.[Tian-Yue],
Urban Architectural Style Recognition and Dataset Construction Method under Deep Learning of street View Images: A Case Study of Wuhan,
IJGI(12), No. 7, 2023, pp. xx-yy.
DOI Link 2308
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Li, Z.J.[Zhao-Jin], Wu, B.[Bo], Li, Y.[Yuan], Chen, Z.[Zeyu],
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas,
PandRS(202), 2023, pp. 463-478.
Elsevier DOI 2308
Aerial oblique imagery, Mobile mapping system (MMS), Backpack, 3D mapping BibRef

Xu, F.[Fan], Wong, M.S.[Man Sing], Zhu, R.[Rui], Heo, J.[Joon], Shi, G.Q.[Guo-Qiang],
Semantic segmentation of urban building surface materials using multi-scale contextual attention network,
PandRS(202), 2023, pp. 158-168.
Elsevier DOI 2308
Façade, Material, Segmentation, Deep learning, Multi-scale BibRef

Aravena-Pelizari, P.[Patrick], Geiß, C.[Christian], Groth, S.[Sandro], Taubenböck, H.[Hannes],
Deep multitask learning with label interdependency distillation for multicriteria street-level image classification,
PandRS(204), 2023, pp. 275-290.
Elsevier DOI 2310
Image classification, Multitask learning, Intermediate prediction, Label interdependencies, Building characterization BibRef

Akwensi, P.H.[Perpetual Hope], Bharadwaj, A.[Akshay], Wang, R.S.[Rui-Sheng],
APC2Mesh: Bridging the gap from occluded building façades to full 3D models,
PandRS(211), 2024, pp. 438-451.
Elsevier DOI Code:
WWW Link. 2405
Airborne LiDAR, Digital twins, Deep learning, Skip attention, Point completion, 3D reconstruction, Building mesh BibRef

Zeng, Z.C.[Zi-Chao], Boehm, J.[Jan],
Exploration of an Open Vocabulary Model on Semantic Segmentation for Street Scene Imagery,
IJGI(13), No. 5, 2024, pp. 153.
DOI Link 2405
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Sorboni, N.G.[Nafiseh Ghasemian], Wang, J.F.[Jin-Fei], Najafi, M.R.[Mohammad Reza],
Fusion of Google Street View, LiDAR, and Orthophoto Classifications Using Ranking Classes Based on F1 Score for Building Land-Use Type Detection,
RS(16), No. 11, 2024, pp. 2011.
DOI Link 2406
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Ogawa, Y.[Yoshiki], Nakamura, R.[Ryoto], Sato, G.[Go], Maeda, H.[Hiroya], Sekimoto, Y.[Yoshihide],
End-to-End Framework for the Automatic Matching of Omnidirectional Street Images and Building Data and the Creation of 3D Building Models,
RS(16), No. 11, 2024, pp. 1858.
DOI Link 2406
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Fan, K.X.[Kai-Xuan], Lin, A.[Anqi], Wu, H.[Hao], Xu, Z.C.[Zhen-Ci],
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas,
PandRS(215), 2024, pp. 177-191.
Elsevier DOI Code:
WWW Link. 2408
Street-view panorama (SVP), SVP refinement, 3D building projection, Building height estimation BibRef

Zhang, Y.[Yan], Li, Y.[Yong], Zhang, F.[Fan],
Multi-level urban street representation with street-view imagery and hybrid semantic graph,
PandRS(218), 2024, pp. 19-32.
Elsevier DOI Code:
WWW Link. 2412
GeoAI, Street-view imagery, Urban scene representation, Multi-modal, Spatial interaction, Traffic estimation BibRef

Riyadi, S.[Slamet], Abidin, F.A.[Febriyanti Azahra], Audita, N.[Nia],
Comparison of ResNet50V2 and MobileNetV2 Models in Building Architectural Style Classification,
ISCV24(1-8)
IEEE DOI 2408
Training, Performance evaluation, Accuracy, Buildings, Computer architecture, Stability analysis, Model Performance BibRef

Georgiou, Y.F.[Yi-Fangos], Loizou, M.[Marios], Kelly, T.[Tom], Averkiou, M.[Melinos],
FacadeNet: Conditional Facade Synthesis via Selective Editing,
WACV24(5372-5381)
IEEE DOI 2404
Deep learning, Buildings, Transformers, Windows, Algorithms, Generative models for image, video, 3D, etc., Algorithms, and algorithms BibRef