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3D Building Model Reconstruction from Multi-view Aerial Imagery and Lidar Data
2011
Photogrammetric Engineering and Remote Sensing
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A novel approach by integrating multi-view aerial imagery and lidar data is proposed to reconstruct 3D building models with accurate geometric position and fine details. ...
Second, 3D boundary segments are determined by incorporating lidar data and the 2D segments extracted from multi-view imagery. ...
It is difficult to obtain building models 3D Building Model Reconstruction from Multi-view Aerial Imagery and Lidar Data Liang Cheng, Jianya Gong, Manchun Li, and Yongxue Liu with highly precise geometric ...
doi:10.14358/pers.77.2.125
fatcat:vqdzbb7ydnegflmioc7dfa374e
Reconstruction of Building Models with Curvilinear Boundaries from Laser Scanner and Aerial Imagery
[chapter]
2006
Lecture Notes in Computer Science
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This paper presents a scheme to detect building regions, followed by a reconstruction procedure. Airborne LIDAR data and aerial imagery are integrated in the proposed scheme. ...
In the building reconstruction, we perform an edge detection to obtain the initial building lines from the rasterized LIDAR data. ...
The authors would like to thank the Department of Land Administration of Taiwan and Industrial Technology Research Institute of Taiwan for providing the test data sets. ...
doi:10.1007/11949534_3
fatcat:ld57nanhgvfa7ddjr5wocqszre
3D Building Roof Modeling by Optimizing Primitive's Parameters Using Constraints from LiDAR Data and Aerial Imagery
2014
Remote Sensing
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In this paper, a primitive-based 3D building roof modeling method, by integrating LiDAR data and aerial imagery, is proposed. ...
The novelty of the proposed modeling method is to represent building roofs by geometric primitives and to construct a cost function by using constraints from both LiDAR data and aerial imagery simultaneously ...
Hongtao Wang did research on the building detection from LiDAR point cloud and the aerial imagery and modeling experiment. Yiming Chen did research on the segmentation of buildings and roofs. ...
doi:10.3390/rs6098107
fatcat:gua3m6zznbhpra5m5lj35lwtme
Integration of LiDAR data and optical multi-view images for 3D reconstruction of building roofs
2013
Optics and lasers in engineering
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An approach by integrating airborne LiDAR data and optical multi-view aerial imagery is presented for automatic reconstruction of 3D building roof models. ...
A point-based integration mechanism by incorporating the segmented roof points and 2D lines extracted from optical multi-view aerial images is then proposed for 3D step line determination, with which 3D ...
Sincere thanks are given for the comments and contributions of anonymous reviewers and members of the Editorial team. ...
doi:10.1016/j.optlaseng.2012.10.010
fatcat:hjjc7lcfnfgetklzd7uet66jju
Fusion of ALS Point Cloud and Optical Imagery for 3D Reconstruction of Building's Roof
2013
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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In this paper a method based on fusion of LiDAR point cloud and aerial image data sources has been proposed. ...
In order to evaluate the efficiency of proposed method, buildings with different shapes and different level of complexity selected and the results of the 3D model reconstruction evaluated. ...
The first one is to reconstruct 3D building models from LIDAR data. Rough building models are the outcome of this step. ...
doi:10.5194/isprsarchives-xl-1-w3-197-2013
fatcat:j3fos6fetrd2loajqwy4jrzmqy
A Hybrid GWR-Based Height Estimation Method for Building Detection in Urban Environments
2014
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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LiDAR has become important data sources in urban modelling. Traditional methods of LiDAR data processing for building detection require high spatial resolution data and sophisticated methods. ...
This paper develops a geographically weighted regression (GWR)-based method to identify buildings. The method integrates characteristics derived from the sparse LiDAR data and from aerial photos. ...
LiDAR points and the building contours are finally intersected to generate 3D building models. ...
doi:10.5194/isprsannals-ii-2-23-2014
fatcat:pxrssa6gfnbcxcunwaiqnr46vu
MULTI-DIMENSIONAL QUALITY ASSESSMENT OF PHOTOGRAMMETRIC AND LIDAR DATASETS BASED ON A VECTOR APPROACH
2013
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Also errors due to the quality of the raw data, the processing of LiDAR data, of aerial data and the shape of the produced buildings should be considered. ...
The production of 3D city models requires the reconstruction of individual 3D building models. ...
This multi-dimensional approach is suitable for 3D building vector models created from aerial images and/or LiDAR datasets. ...
doi:10.5194/isprsarchives-xl-2-w1-93-2013
fatcat:wo3lxv4yd5hdpptxgjrhvdkug4
Extraction of Roof Planes from Different Point Clouds Using RANSAC Algorithm
2020
International Journal of Environment and Geoinformatics
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It is shown that, the RANSAC algorithm detects building roofs better on the point cloud data acquired from airborne LIDAR regarding completeness within model, since aerial photogrammetric survey provides ...
RANSAC algorithm was performed to 3D-point clouds obtained by both LIDAR (Laser Ranging and Detection) and aerial photogrammetric survey. ...
Detected roof plane from aerial photogrammetry data (Ari-1 building) Fig. 11. Detected roof plane from LIDAR data (Turk Telekom building) Fig. 12. ...
doi:10.30897/ijegeo.715510
fatcat:edpufthytbchni5q74c7fadz7u
EXTRACTION OF HOUSES FROM POINT CLOUD LIDAR: PROBLEMS AND CHALLENGE
2020
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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A comprehensive comparison in extraction of houses (feature information) from LiDAR data set and from aerial imagery are also presented. ...
Although many efforts have been made on the extraction of houses from LiDAR (Light Detection and Ranging) and/or aerial imagery and/or their fusion, little investigation using co-registration between the ...
Fujii and Arikawa (2002) proposed integrating LiDAR, aerial image and ground images for modeling the urban building. ...
doi:10.5194/isprs-archives-xlii-3-w10-831-2020
fatcat:qn72xdo5vzalfidlotred66fnq
A robust approach for automatic registration of aerial images with untextured aerial LiDAR data
2009
2009 IEEE Conference on Computer Vision and Pattern Recognition
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Putative line segment correspondences are obtained by matching 3CS features detected from both aerial images and 3D Li-DAR data. ...
To generate photo-realistic 3D models, oblique aerial images are needed for texture mapping, in which the key step is to obtain accurate registration between aerial images and untextured 3D LiDAR data. ...
In these situations, the detection of planar facets in the 3D LiDAR data and the detection of line segments on building outlines in aerial images become very difficult. ...
doi:10.1109/cvpr.2009.5206600
dblp:conf/cvpr/WangN09
fatcat:ciy5oup5inefzkhlfscfmastgy
A robust approach for automatic registration of aerial images with untextured aerial LiDAR data
2009
2009 IEEE Conference on Computer Vision and Pattern Recognition
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Putative line segment correspondences are obtained by matching 3CS features detected from both aerial images and 3D Li-DAR data. ...
To generate photo-realistic 3D models, oblique aerial images are needed for texture mapping, in which the key step is to obtain accurate registration between aerial images and untextured 3D LiDAR data. ...
In these situations, the detection of planar facets in the 3D LiDAR data and the detection of line segments on building outlines in aerial images become very difficult. ...
doi:10.1109/cvprw.2009.5206600
fatcat:wwvslghzlrfflfwxuhj22jbnum
Photogrammetric refinement of LiDAR-derived building roof contours
2018
International Journal of Image and Data Fusion
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In this paper, a photogrammetric method is proposed for refining 3D building roof contours extracted from airborne Light Detection And Ranging (LiDAR) data. ...
First, polygons representing building roof contours are extracted from a high-resolution aerial image. ...
Cheng et al. (2011) proposed an approach integrating multi-view aerial image and LiDAR data to reconstruct 3D building models. ...
doi:10.1080/19479832.2018.1440438
fatcat:bt5xv5ctzrc7jo2srgdwly3kbe
Airborne photogrammetry and lidar for DSM extraction and 3D change detection over an urban area – a comparative study
2013
International Journal of Remote Sensing
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A digital surface model (DSM) extracted from stereoscopic aerial images, acquired in March 2000, is compared with a DSM derived from airborne light detection and ranging (lidar) data collected in July ...
Then the data sets, which are acquired at two different epochs t 1 and t 2 , are investigated as to what extent 3D (building) changes can be detected and modelled over the time interval. ...
The authors would like to express their gratitude to the Flemish Geographical Information Agency (AGIV) for providing the aerial image data and the municipality of Ghent for the lidar data. ...
doi:10.1080/01431161.2012.717183
fatcat:tqm5asgzubdcjkr55rriqmjfye
A Novel Building Change Detection Method Using 3D Building Models
2017
2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)
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Next, the proposed robust building change detection method runs analysis on planes' connectivity to represent the 3D building models of the reference and modified data. ...
Based on the plane connection information, the 3D building models are compared for identification of the building changes and classify them into unchanged, demolished, new, modified, and partially-modified ...
ACKNOWLEDGMENT The authors would like to thank Ergon Energy (www.ergon.com.au) for providing the Australian data sets. ...
doi:10.1109/dicta.2017.8227394
dblp:conf/dicta/SiddiquiA17
fatcat:tjhksx4qanh2ljd2jqvcctkxa4
Editorial for Special Issue: "Remote Sensing based Building Extraction"
2020
Remote Sensing
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Building extraction from remote sensing data plays an important role in urban planning, disaster management, navigation, updating geographic databases, and several other geospatial applications [...] ...
Acknowledgments: We want to thank the authors who contributed towards this Special Issue on "Remote Sensing based Building Extraction", as well as the reviewers who provided the authors with comments and ...
This method then uses the generated building models to detect 3D changes in buildings. Among the methods that integrate data from multiple sources, Lai et al. ...
doi:10.3390/rs12030549
fatcat:r2sqr6gem5bntci6kksgvk77mi
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