24.3.5 Buildings from Single Image, Shape Analysis, Color, Shadows

Liow, Y.T.[Yuh-Tay], Pavlidis, T.[Theo], Liow, Y.T., and Pavlidis, T.,
Use of Shadows for Extracting Buildings in Aerial Images,
CVGIP(49), No. 2, February 1990, pp. 242-277.
Elsevier DOI Shape from Shadows. Edge detection, region growing
See also Integrating Region Growing and Edge Detection. using shadows as an indicator of the building. BibRef 9002

Krishnamachari, S., Chellappa, R.,
Delineating Buildings by Grouping Lines with MRFs,
IP(5), No. 1, January 1996, pp. 164-168.
IEEE DOI BibRef 9601

Stilla, U., Michaelsen, E.[Eckart],
Semantic Modelling of Man-Made Objects by Production Nets,
Ascona97(43-52). BibRef 9700

Mason, S., Baltsavias, E.,
Image-Based Reconstruction of Informal Settlements,
Ascona97(97-108). Irregular shapes and arrangements. BibRef 9700

Steinhage, V.,
On the Integration of Object Modeling and Image Modeling in Automated Building Extraction for Aerial Images,
Ascona97(139-148). BibRef 9700

Steinhage, V.[Volker],
Occlusions and special views within the reconstruction of polyhedral scenes,
CAIP93(502-509).
Springer DOI 9309
BibRef

Jung, F., Jedynak, B., Geman, D.[Donald],
Recognizing Buildings in Aerial Images,
Ascona97(173-182). BibRef 9700

Cross, A.D.J., Hancock, E.R.,
Recognizing Building Patterns Using Matched-Filters and Genetic Search,
PandRS(53), No. 2, April 1998, pp. 95-107. 9805
BibRef

Henricsson, O.[Olof],
The Role of Color Attributes and Similarity Grouping in 3-D Building Reconstruction,
CVIU(72), No. 2, November 1998, pp. 163-184.
DOI Link BibRef 9811
Earlier:
Inferring Homogeneous Regions from Rich Image Attributes,
Ascona95(13-22). BibRef

Henricsson, O., Baltsavias, E.,
3-D Building Reconstruction with Aruba: A Qualitative and Quantitative Evaluation,
Ascona97(65-76). BibRef 9700

Shettigara, V.K., Sumerling, G.M.,
Height Determination of Extended Objects Using Shadows in SPOT Images,
PhEngRS(64), No. 1, January 1998, pp. 35-44. 9802
BibRef

Zhang, Y.[Yun],
Optimisation of building detection in satellite images by combining multispectral classification and texture filtering,
PandRS(54), No. 1, 15-February 1999, pp. 50-60. BibRef 9902

Zhang, Y.[Yun],
Detection of urban housing development by fusing multisensor satellite data and performing spatial feature post-classification,
JRS(22), No. 17, November 2001, pp. 3339-3355. 0201
BibRef

Koeninger, A.[Alexander], Bartel, S.[Sigrid],
3D-GIS for Urban Purposes,
GeoInfo(2), No. 1, March 1998, pp. 79-103.
DOI Link BibRef 9803

van den Heuvel, F.A.[Frank A.],
3D reconstruction from a single image using geometric constraints,
PandRS(53), No. 6, December 1998, pp. 354-368. BibRef 9812

Zheltov, S.U., Sibiryakov, A.V., Bibitchev, A.E.,
Building Extraction at the State Research Institute of Aviation Systems (GosNIIAS),
Ascona01(65-74). Russian work. 0201
BibRef

Niederöst, N.,
Automated Update of Building Information in Maps Using Medium-Scale Imagery,
Ascona01(161-170). Scale issues in representations. 0201
BibRef

Lee, D.S.[D. Scott], Shan, J.[Jie], Bethel, J.S.[James S.],
Class-Guided Building Extraction from Ikonos Imagery,
PhEngRS(69), No. 2, February 2003, pp. 143-150. About 64.4 percent of the buildings can be automatically extracted and squared with a satisfactory accuracy by a classification-guided approach using Ikonos multispectral and panchromatic imagery.
WWW Link. 0304
BibRef

Croitoru, A.[Arie], Doytsher, Y.[Yerach],
Right-Angle Building Hypothesis Generation in Regularized Urban Areas by Pose Clustering,
PhEngRS(69), No. 2, February 2003, pp. 151-170. Because the hypothesis generation scheme employed must be robust, as well as efficient, a voting scheme inspired by pose clustering for generating building location hypothesis, using a single aerial image, is introduced and analyzed.
WWW Link. 0304
BibRef

Peng, J.[Jing], Zhang, D.[Dong], Liu, Y.C.[Yun-Cai],
An improved snake model for building detection from urban aerial images,
PRL(26), No. 5, April 2005, pp. 587-595.
Elsevier DOI 0501
BibRef

Cha, J., Cofer, R.H., Kozaitis, S.P.[Samuel P.],
Extended Hough transform for linear feature detection,
PR(39), No. 6, June 2006, pp. 1034-1043.
Elsevier DOI 0604
Building extraction; Feature extraction; Hough transform; Pattern recognition
See also Lineal Feature Detection Using Multiresolution Wavelet Filters.
See also Comment on: 'Extended Hough transform for linear feature detection'. BibRef

Zhang, W.[Wei], Kosecka, J.[Jana],
Hierarchical building recognition,
IVC(25), No. 5, 1 May 2007, pp. 704-716.
Elsevier DOI 0703
Building recognition; Man-made structures retrieval; Localization; Visual landmark recognition BibRef

Katartzis, A., Sahli, H.,
A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image,
GeoRS(46), No. 1, January 2008, pp. 259-271.
IEEE DOI 0712

See also model-based approach to the automatic extraction of linear features from airborne images, A. BibRef

Akcay, H.G., Aksoy, S.,
Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations,
GeoRS(46), No. 7, July 2008, pp. 2097-2111.
IEEE DOI 0806
Buildings. BibRef

Akçay, H.G., Aksoy, S.,
Automatic Detection of Compound Structures by Joint Selection of Region Groups From a Hierarchical Segmentation,
GeoRS(54), No. 6, June 2016, pp. 3485-3501.
IEEE DOI 1606
Markov processes BibRef

Fredericque, B.[Benoit], Daniel, S.[Sylvie], Bedard, Y.[Yvan], Paparoditis, N.[Nicolas],
Populating a building Multi Representation Data Base with photogrammetric tools: Recent progress,
PandRS(63), No. 4, July 2008, pp. 441-460.
Elsevier DOI 0804
Building extraction; Multi representation Data Base; Multi representation acquisition pattern; Graph matching; A priori knowledge BibRef

Karantzalos, K.[Konstantinos], Paragios, N.[Nikos],
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection,
GeoRS(47), No. 1, January 2009, pp. 133-144.
IEEE DOI 0901
BibRef
Earlier:
Automatic Model-Based Building Detection from Single Panchromatic High Resolution Images,
ISPRS08(B3a: 127 ff).
PDF File. 0807
BibRef

Karantzalos, K.[Konstantinos], Paragios, N.[Nikos],
Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors,
GeoRS(48), No. 5, May 2010, pp. 2283-2296.
IEEE DOI 1006
BibRef
Earlier:
Competing 3D Priors for Object Extraction in Remote Sensing Data,
CMRT09(127-132).
PDF File. 0909
BibRef
And:
Variational model-based 3d building extraction from remote sensing data,
ICIP09(545-548).
IEEE DOI 0911

See also Region-based Level Set Segmentation for Automatic Detection of Man-made Objects from Aerial and Satellite Images, A. BibRef

Simon, L.[Loic], Teboul, O.[Olivier], Koutsourakis, P.[Panagiotis], Paragios, N.[Nikos],
Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings,
IJCV(93), No. 2, June 2011, pp. 253-271.
WWW Link. 1104
BibRef
Earlier: A2, A1, A3, A4:
Segmentation of building facades using procedural shape priors,
CVPR10(3105-3112).
IEEE DOI Video of talk:
WWW Link. 1006
BibRef

Teboul, O.[Olivier], Kokkinos, I.[Iasonas], Simon, L.[Loic], Koutsourakis, P.[Panagiotis], Paragios, N.[Nikos],
Parsing Facades with Shape Grammars and Reinforcement Learning,
PAMI(35), No. 7, 2013, pp. 1744-1756.
IEEE DOI 1307
BibRef
Earlier:
Shape grammar parsing via Reinforcement Learning,
CVPR11(2273-2280).
IEEE DOI 1106
Markov processes; facade parsing problem BibRef

Koutsourakis, P.[Panagiotis], Simon, L.[Loic], Teboul, O.[Olivier], Tziritas, G.[Georgios], Paragios, N.[Nikos],
Single view reconstruction using shape grammars for urban environments,
ICCV09(1795-1802).
IEEE DOI 0909
Model styles with shapes and rules. BibRef

Shorter, N., Kasparis, T.,
Automatic Vegetation Identification and Building Detection from a Single Nadir Aerial Image,
RS(1), No. 4, December 2009, pp. 731-757.
DOI Link 1203
BibRef

Tretyak, E.[Elena], Barinova, O.[Olga], Kohli, P.[Pushmeet], Lempitsky, V.[Victor],
Geometric Image Parsing in Man-Made Environments,
IJCV(97), No. 3, May 2012, pp. 305-321.
Springer DOI 1203
BibRef
Earlier: A1, A4, A1, A3: ECCV10(II: 57-70).
Springer DOI 0109
Single image analysis. Edges, line segments, vanishing points then to horizon and zenith in image. BibRef

Barinova, O.[Olga], Konushin, V.[Vadim], Yakubenko, A.[Anton], Lee, K.C.[Kee-Chang], Lim, H.[Hwasup], Konushin, A.[Anton],
Fast Automatic Single-View 3-d Reconstruction of Urban Scenes,
ECCV08(II: 100-113).
Springer DOI 0810
BibRef

Susaki, J.,
Segmentation of Shadowed Buildings in Dense Urban Areas from Aerial Photographs,
RS(4), No. 4, April 2012, pp. 911-933.
DOI Link 1202

See also Adaptive Slope Filtering of Airborne LiDAR Data in Urban Areas for Digital Terrain Model (DTM) Generation. BibRef

Lorenzi, L., Melgani, F., Mercier, G.,
A Complete Processing Chain for Shadow Detection and Reconstruction in VHR Images,
GeoRS(50), No. 9, September 2012, pp. 3440-3452.
IEEE DOI 1209
BibRef

Lorenzi, L., Melgani, F., Mercier, G., Bazi, Y.,
Assessing the Reconstructability of Shadow Areas in VHR Images,
GeoRS(51), No. 5, May 2013, pp. 2863-2873.
IEEE DOI 1305
BibRef

Ok, A.O., Senaras, C., Yuksel, B.,
Automated Detection of Arbitrarily Shaped Buildings in Complex Environments From Monocular VHR Optical Satellite Imagery,
GeoRS(51), No. 3, March 2013, pp. 1701-1717.
IEEE DOI 1303
BibRef
And:
Exploiting Shadow Evidence and Iterative Graph-Cuts for Efficient Detection of Buildings in Complex Environments,
Hannover13(269-274).
DOI Link 1308
BibRef

Ok, A.O.[Ali Ozgun],
Automated detection of buildings from single VHR multispectral images using shadow information and graph cuts,
PandRS(86), No. 1, 2013, pp. 21-40.
Elsevier DOI 1312
Building detection BibRef

Ok, A.O.[Ali Ozgun],
A New Approach for the Extraction of Aboveground Circular Structures From Near-Nadir VHR Satellite Imagery,
GeoRS(52), No. 6, June 2014, pp. 3125-3140.
IEEE DOI 1403
Image edge detection BibRef

Ghaffarian, S.[Saman], Ghaffarian, S.[Salar],
Automatic building detection based on Purposive FastICA (PFICA) algorithm using monocular high resolution Google Earth images,
PandRS(97), No. 1, 2014, pp. 152-159.
Elsevier DOI 1410
BibRef
And:
Automatic Building Detection based on Supervised Classification using High Resolution Google Earth Images,
PCV14(101-106).
DOI Link 1404
Building detection BibRef

Ghaffarian, S.[Saman], Ghaffarian, S.[Salar],
Automatic histogram-based fuzzy C-means clustering for remote sensing imagery,
PandRS(97), No. 1, 2014, pp. 46-57.
Elsevier DOI 1410
Automatic clustering BibRef

Mei, J., Liu, M., Karimi, H.R., Gao, H.,
LogDet Divergence-Based Metric Learning With Triplet Constraints and Its Applications,
IP(23), No. 11, November 2014, pp. 4920-4931.
IEEE DOI 1410
Buildings BibRef

Sun, Z., Fang, H., Deng, M., Chen, A., Yue, P., Di, L.,
Regular Shape Similarity Index: A Novel Index for Accurate Extraction of Regular Objects From Remote Sensing Images,
GeoRS(53), No. 7, July 2015, pp. 3737-3748.
IEEE DOI 1503
Buildings BibRef

Xiong, B., Jancosek, M., Oude Elberink, S., Vosselman, G.,
Flexible building primitives for 3D building modeling,
PandRS(101), No. 1, 2015, pp. 275-290.
Elsevier DOI 1503
LoD2 building models BibRef

Guo, Z.L.[Zhi-Ling], Shao, X.W.[Xiao-Wei], Xu, Y.W.[Yong-Wei], Miyazaki, H.[Hiroyuki], Ohira, W.[Wataru], Shibasaki, R.[Ryosuke],
Identification of Village Building via Google Earth Images and Supervised Machine Learning Methods,
RS(8), No. 4, 2016, pp. 271.
DOI Link 1604
BibRef

Zingman, I.[Igor], Saupe, D.[Dietmar], Penatti, O.A.B., Lambers, K.[Karsten],
Detection of Fragmented Rectangular Enclosures in Very High Resolution Remote Sensing Images,
GeoRS(54), No. 8, August 2016, pp. 4580-4593.
IEEE DOI 1608
BibRef
Earlier: A1, A2, A4, Only:
Detection of incomplete enclosures of rectangular shape in remotely sensed images,
EarthObserv15(87-96)
IEEE DOI 1510
feature extraction. Buildings BibRef

Liasis, G.[Gregoris], Stavrou, S.[Stavros],
Satellite images analysis for shadow detection and building height estimation,
PandRS(119), No. 1, 2016, pp. 437-450.
Elsevier DOI 1610
Aerial images BibRef

Wang, Y.D.[Yan-Dong],
Automatic Extraction Of Building Outline From High Resolution Aerial Imagery,
ISPRS16(B3: 419-423).
DOI Link 1610
BibRef

Zhang, S.Q.[Shang-Qi], Shen, H.H.[Hai-Hong], Huo, C.L.[Chun-Lei],
Utilizing Shape-Based Feature and Discriminative Learning for Building Detection,
IEICE(E100-D), No. 1, February 2017, pp. 392-395.
WWW Link. 1702
BibRef

Yan, X.F.[Xiong-Feng], Ai, T.H.[Ting-Hua], Zhang, X.[Xiang],
Template Matching and Simplification Method for Building Features Based on Shape Cognition,
IJGI(6), No. 8, 2017, pp. xx-yy.
DOI Link 1708
BibRef

You, Y.F.[Yong-Fa], Wang, S.Y.[Si-Yuan], Ma, Y.X.[Yuan-Xu], Chen, G.S.[Guang-Sheng], Wang, B.[Bin], Shen, M.[Ming], Liu, W.H.[Wei-Hua],
Building Detection from VHR Remote Sensing Imagery Based on the Morphological Building Index,
RS(10), No. 8, 2018, pp. xx-yy.
DOI Link 1809
BibRef

Lu, T.T.[Ting-Ting], Ming, D.P.[Dong-Ping], Lin, X.G.[Xiang-Guo], Hong, Z.L.[Zhao-Li], Bai, X.D.[Xue-Ding], Fang, J.[Ju],
Detecting Building Edges from High Spatial Resolution Remote Sensing Imagery Using Richer Convolution Features Network,
RS(10), No. 9, 2018, pp. xx-yy.
DOI Link 1810
BibRef

Yuan, J.Y.[Jiang-Ye],
Learning Building Extraction in Aerial Scenes with Convolutional Networks,
PAMI(40), No. 11, November 2018, pp. 2793-2798.
IEEE DOI 1810
Buildings, Training, Interpolation, Convolution, Remote sensing, Image resolution, Feature extraction, Convolutional network, remote sensing BibRef

Zaheer, A.[Aamer], Rashid, M.[Maheen], Riaz, M.A.[Muhammad Ahmed], Khan, S.[Sohaib],
Single-View Reconstruction using orthogonal line-pairs,
CVIU(172), 2018, pp. 107-123.
Elsevier DOI 1812
3D Reconstruction, Single-View Reconstruction, Multi-planar scenes, Orthogonal angles, Angle regularity, Urban environment BibRef

Zhou, K.X.[Kai-Xuan], Lindenbergh, R.[Roderik], Gorte, B.[Ben],
Automatic Shadow Detection in Urban Very-High-Resolution Images Using Existing 3D Models for Free Training,
RS(11), No. 1, 2019, pp. xx-yy.
DOI Link 1901
BibRef

Chen, C.Y.[Chao-Yue], Gong, W.G.[Wei-Guo], Chen, Y.L.[Yong-Liang], Li, W.H.[Wei-Hong],
Object Detection in Remote Sensing Images Based on a Scene-Contextual Feature Pyramid Network,
RS(11), No. 3, 2019, pp. xx-yy.
DOI Link 1902
BibRef

Chen, C.Y.[Chao-Yue], Gong, W.G.[Wei-Guo], Hu, Y.[Yan], Chen, Y.L.[Yong-Liang], Ding, Y.,
Learning Oriented Region-based Convolutional Neural Networks for Building Detection in Satellite Remote Sensing Images,
Hannover17(461-464).
DOI Link 1805
BibRef

Alsadik, B.[Bashar], Abdulateef, N.A.[Nagham Amer], Khalaf, Y.H.[Yousif Husain],
Out of Plumb Assessment for Cylindrical-Like Minaret Structures Using Geometric Primitives Fitting,
IJGI(8), No. 2, 2019, pp. xx-yy.
DOI Link 1903
BibRef

Ghandour, A.J.[Ali J.], Jezzini, A.A.[Abedelkarim A.],
Building shadow detection based on multi-thresholding segmentation,
SIViP(13), No. 2, March 2019, pp. 349-357.
WWW Link. 1904
BibRef

Xia, G.S.[Gui-Song], Huang, J.[Jin], Xue, N.[Nan], Lu, Q.K.[Qi-Kai], Zhu, X.X.[Xiao-Xiang],
GeoSay: A geometric saliency for extracting buildings in remote sensing images,
CVIU(186), 2019, pp. 37-47.
Elsevier DOI 1908
Building detection, Geometric saliency, Junction, Remote sensing image BibRef

Yi, Y.N.[Ya-Ning], Zhang, Z.J.[Zhi-Jie], Zhang, W.C.[Wan-Chang], Zhang, C.R.[Chuan-Rong], Li, W.D.[Wei-Dong], Zhao, T.[Tian],
Semantic Segmentation of Urban Buildings from VHR Remote Sensing Imagery Using a Deep Convolutional Neural Network,
RS(11), No. 15, 2019, pp. xx-yy.
DOI Link 1908
BibRef

Cameron, M.[Mark], Kumar, L.[Lalit],
The Depths of Cast Shadow,
RS(11), No. 15, 2019, pp. xx-yy.
DOI Link 1908
BibRef

Shi, Y.L.[Yi-Lei], Li, Q.Y.[Qing-Yu], Zhu, X.X.[Xiao Xiang],
Building segmentation through a gated graph convolutional neural network with deep structured feature embedding,
PandRS(159), 2020, pp. 184-197.
Elsevier DOI 1912
Building extraction, Semantic segmentation, Graph model, Gated convoluational neural networks BibRef

Zhou, G.Q.[Guo-Qing], Sha, H.J.[Hong-Jun],
Building Shadow Detection on Ghost Images,
RS(12), No. 4, 2020, pp. xx-yy.
DOI Link 2003
BibRef

Zeng, Z., Wu, M., Zeng, W., Fu, C.,
Deep Recognition of Vanishing-Point-Constrained Building Planes in Urban Street Views,
IP(29), 2020, pp. 5912-5923.
IEEE DOI 2005
Image segmentation, Visualization, Buildings, Cameras, Logic gates, Geometry, Layout, Image segmentation, plane reconstruction, street view BibRef

Wang, W.[Wei], Gao, W.[Wei], Cui, H.[Hainan], Hu, Z.Y.[Zhan-Yi],
Reconstruction of lines and planes of urban buildings with angle regularization,
PandRS(165), 2020, pp. 54-66.
Elsevier DOI 2006
Line segment matching, Multi-model fitting, 3D reconstruction, Convolutional neural network BibRef

Bouzas, V.[Vasileios], Ledoux, H.[Hugo], Nan, L.L.[Liang-Liang],
Structure-aware Building Mesh Polygonization,
PandRS(167), 2020, pp. 432-442.
Elsevier DOI 2008
MVS meshes, Structure awareness, Polygonization, Simplification BibRef

Liu, C.J.[Chao-Jung], Krylov, V.A.[Vladimir A.], Kane, P.[Paul], Kavanagh, G.[Geraldine], Dahyot, R.[Rozenn],
IM2ELEVATION: Building Height Estimation from Single-View Aerial Imagery,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Wang, Y.X.[Yu-Xuan], Wu, G.M.[Guang-Ming], Guo, Y.M.[Yi-Min], Huang, Y.F.[Yi-Fei], Shibasaki, R.[Ryosuke],
Learn to Extract Building Outline from Misaligned Annotation through Nearest Feature Selector,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Jin, Y.W.[Yu-Wei], Xu, W.B.[Wen-Bo], Hu, Z.W.[Zhong-Wen], Jia, H.T.[Hai-Tao], Luo, X.[Xin], Shao, D.H.[Dong-Hang],
GSCA-UNet: Towards Automatic Shadow Detection in Urban Aerial Imagery with Global-Spatial-Context Attention Module,
RS(12), No. 17, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Wu, T.[Tong], Hu, Y.[Yuan], Peng, L.[Ling], Chen, R.N.[Ruo-Nan],
Improved Anchor-Free Instance Segmentation for Building Extraction from High-Resolution Remote Sensing Images,
RS(12), No. 18, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Wang, C.Y.[Cheng-Yi], Li, L.F.[Lian-Fa],
Multi-Scale Residual Deep Network for Semantic Segmentation of Buildings with Regularizer of Shape Representation,
RS(12), No. 18, 2020, pp. xx-yy.
DOI Link 2009
BibRef

Sun, S.T.[Shu-Ting], Mu, L.[Lin], Wang, L.Z.[Li-Zhe], Liu, P.[Peng], Liu, X.L.[Xiao-Lei], Zhang, Y.W.[Yu-Wei],
Semantic Segmentation for Buildings of Large Intra-Class Variation in Remote Sensing Images with O-GAN,
RS(13), No. 3, 2021, pp. xx-yy.
DOI Link 2102
BibRef

Zhao, W.F.[Wu-Fan], Persello, C.[Claudio], Stein, A.[Alfred],
Building outline delineation: From aerial images to polygons with an improved end-to-end learning framework,
PandRS(175), 2021, pp. 119-131.
Elsevier DOI 2105
Building outline delineation, Polygon prediction, Convolutional neural networks, Recurrent neural networks, Optical remote sensing imagery BibRef

Sun, X.Y.[Xiao-Yu], Zhao, W.F.[Wu-Fan], Maretto, R.V.[Raian V.], Persello, C.[Claudio],
Building Polygon Extraction from Aerial Images and Digital Surface Models with a Frame Field Learning Framework,
RS(13), No. 22, 2021, pp. xx-yy.
DOI Link 2112
BibRef
And:
Building Outline Extraction From Aerial Imagery and Digital Surface Model with a Frame Field Learning Framework,
ISPRS21(B2-2021: 487-493).
DOI Link 2201
BibRef

Zhao, W.F.[Wu-Fan], Ivanov, I., Persello, C.[Claudio], Stein, A.[Alfred],
Building Outline Delineation: From Very High Resolution Remote Sensing Imagery to Polygons with An Improved End-to-end Learning Framework,
ISPRS20(B2:731-735).
DOI Link 2012
BibRef

Xia, L.G.[Lie-Gang], Zhang, X.B.[Xiong-Bo], Zhang, J.X.[Jun-Xia], Yang, H.P.[Hai-Ping], Chen, T.T.[Ting-Ting],
Building Extraction from Very-High-Resolution Remote Sensing Images Using Semi-Supervised Semantic Edge Detection,
RS(13), No. 11, 2021, pp. xx-yy.
DOI Link 2106
BibRef

Chang, J.X.[Jing-Xin], Gao, X.J.[Xian-Jun], Yang, Y.[Yuanwei], Wang, N.[Nan],
Object-Oriented Building Contour Optimization Methodology for Image Classification Results via Generalized Gradient Vector Flow Snake Model,
RS(13), No. 12, 2021, pp. xx-yy.
DOI Link 2106
BibRef

Bhattacharya, S.[Sukriti], Braun, C.[Christian], Leopold, U.[Ulrich],
An Efficient 2.5D Shadow Detection Algorithm for Urban Planning and Design Using a Tensor Based Approach,
IJGI(10), No. 9, 2021, pp. xx-yy.
DOI Link 2109
BibRef

Zhao, C.H.[Chun-Hui], Zhang, C.[Chi], Yan, Y.M.[Yi-Ming], Su, N.[Nan],
A 3D Reconstruction Framework of Buildings Using Single Off-Nadir Satellite Image,
RS(13), No. 21, 2021, pp. xx-yy.
DOI Link 2112
BibRef

Jung, S.[Sejung], Lee, K.[Kirim], Lee, W.H.[Won Hee],
Object-Based High-Rise Building Detection Using Morphological Building Index and Digital Map,
RS(14), No. 2, 2022, pp. xx-yy.
DOI Link 2201

See also Object-Based Building Change Detection by Fusing Pixel-Level Change Detection Results Generated from Morphological Building Index. BibRef

Ji, C.[Chao], Tang, H.[Hong],
Gross Floor Area Estimation from Monocular Optical Image Using the NoS R-CNN,
RS(14), No. 7, 2022, pp. xx-yy.
DOI Link 2205
BibRef

Xing, S.Y.[Si-Yuan], Dong, Q.[Qiulei], Hu, Z.Y.[Zhan-Yi],
SCE-Net: Self- and Cross-Enhancement Network for Single-View Height Estimation and Semantic Segmentation,
RS(14), No. 9, 2022, pp. xx-yy.
DOI Link 2205
BibRef

Glinka, S.[Szymon], Owerko, T.[Tomasz], Tomaszkiewicz, K.[Karolina],
Using Open Vector-Based Spatial Data to Create Semantic Datasets for Building Segmentation for Raster Data,
RS(14), No. 12, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Xu, S.B.[Shi-Biao], Sun, J.X.[Jia-Xi], Zhang, J.[Jiguang], Meng, W.L.[Wei-Liang], Zhang, X.P.[Xiao-Peng],
Lightweight Semantic Architecture Modeling by 3D Feature Line Detection,
RS(15), No. 8, 2023, pp. 1957.
DOI Link 2305
BibRef

Wu, B.[Bin], Huang, H.[Hailan], Zhao, Y.[Yi],
Utilizing Building Offset and Shadow to Retrieve Urban Building Heights with ICESat-2 Photons,
RS(15), No. 15, 2023, pp. xx-yy.
DOI Link 2308
BibRef

Chen, Z.[Zhan], Zhang, Y.[Yidan], Qi, X.[Xiyu], Mao, Y.Q.[Yong-Qiang], Zhou, X.[Xin], Wang, L.[Lei], Ge, Y.P.[Yun-Ping],
HeightFormer: A Multilevel Interaction and Image-Adaptive Classification-Regression Network for Monocular Height Estimation with Aerial Images,
RS(16), No. 2, 2024, pp. 295.
DOI Link 2402
BibRef

Li, Z.X.[Zhi-Xin], Ji, S.[Song], Fan, D.Z.[Da-Zhao], Yan, Z.[Zhen], Wang, F.Y.[Feng-Yi], Wang, R.[Ren],
Reconstruction of 3D Information of Buildings from Single-View Images Based on Shadow Information,
IJGI(13), No. 3, 2024, pp. 62.
DOI Link 2404
BibRef

Widyastuti, R.[Ratri], Suwardhi, D.[Deni], Meilano, I.[Irwan], Hernandi, A.[Andri], Putri, N.S.E.[Nabila S. E.], Saptari, A.Y.[Asep Yusup], Sudarman,
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ICCV21(15193-15201)
IEEE DOI 2203
Pose estimation, Estimation, Cameras, Search problems, Computational efficiency, Scene analysis and understanding, Vision for robotics and autonomous vehicles BibRef

Zhang, F.Y.[Fu-Yang], Xu, X.[Xiang], Nauata, N.[Nelson], Furukawa, Y.[Yasutaka],
Structured Outdoor Architecture Reconstruction by Exploration and Classification,
ICCV21(12407-12415)
IEEE DOI 2203
Architecture, Heuristic algorithms, Buildings, Reconstruction algorithms, 3D from multiview and other sensors BibRef

Chen, Y.H.[Yu-Hao], Wu, Y.F.[Yi-Fan], Xu, L.L.[Lin-Lin], Wong, A.[Alexander],
Quantization in Relative Gradient Angle Domain For Building Polygon Estimation,
ICPR21(8360-8367)
IEEE DOI 2105
Shape, Buildings, Urban planning, Sociology, Estimation, Transforms, Minimization BibRef

Zorzi, S.[Stefano], Bittner, K.[Ksenia], Fraundorfer, F.[Friedrich],
Machine-learned Regularization and Polygonization of Building Segmentation Masks,
ICPR21(3098-3105)
IEEE DOI 2105
Geometry, Image segmentation, Buildings, Neural networks, Machine learning, Generative adversarial networks, Generators BibRef

Ye, H.R.[Huan-Ran], Liu, S.[Sheng], Jin, K.[Kun], Cheng, H.O.[Ha-Ohao],
CT-UNet: An Improved Neural Network Based on U-Net for Building Segmentation in Remote Sensing Images,
ICPR21(166-172)
IEEE DOI 2105
Training, Image segmentation, Image resolution, Buildings, Transfer learning, Neural networks, Feature extraction, attention mechanism BibRef

Hatamizadeh, A.[Ali], Sengupta, D.[Debleena], Terzopoulos, D.[Demetri],
End-to-end Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery,
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Mahmud, J., Price, T., Bapat, A., Frahm, J.,
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CVPR20(438-448)
IEEE DOI 2008
Buildings, Task analysis, Satellites, Proposals, Semantics, Feature extraction BibRef

Gruen, A., Schubiger, S., Qin, R., Schrotter, G., Xiong, B., Li, J., Ling, X., Xiao, C., Yao, S., Nuesch, F.,
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Kadhim, N., Kadhim, N.,
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Wu, C., Neumann, U.,
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L0 smoothing, buildings, enhancement, outline extraction BibRef

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DeepGlobe18(242-2424)
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Buildings, Image segmentation, Training, Labeling, Satellites, Urban areas, Architecture BibRef

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Polygonization of remote sensing classification maps by mesh approximation,
ICIP17(560-564)
IEEE DOI 1803
Buildings, Color, Geographic information systems, Optimization, Remote sensing, Satellites, Topology, polygon generalization BibRef

Huang, X.S.[Xiao-Sai], Li, Y.[Yan], Gao, Y.[Yang], Wu, J.L.[Jian-Liang], Ma, P.K.[Pei-Kun],
The extraction of buildings on the basis of the prior shape,
ICIVC17(154-157)
IEEE DOI 1708
Active contours, Buildings, Computational modeling, Image segmentation, Level set, Mathematical model, Shape, buildings, image segmentation, level set, prior, shapes BibRef

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Automatic rectangular building detection from VHR aerial imagery using shadow and image segmentation,
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J-linkage;Line segments;vanishing points;vertical corner lines BibRef

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Gruber, M., Pasko, M., and Leberl, F.W.,
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Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
Building Facades, Ground Level Images .