Remote Sensing based Building Extraction

Remote Sensing based Building Extraction

Building extraction from remote sensing data plays an important role in urban planning, disaster management, navigation, updating geographic databases, and several other geospatial applications. Even though significant research has been carried out for more than two decades, the success of automatic...

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Bibliographic Details
Format:	eBook
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:	History of engineering and technology 3-D 3D reconstruction 3D urban expansion 5G signal simulation accuracy analysis active contour model aerial images attention mechanism binary decision network boundary extraction boundary regulated network building building boundary extraction building detection building edges detection building extraction building index building reconstruction building regularization technique change detection convolutional neural network data fusion deep convolutional neural network deep learning developing city digital building height DTM extraction elevation map feature extraction feature fusion feature-level-fusion fully convolutional network Gabor filter generative adversarial network GIS data high resolution optical images high spatial resolution remote sensing imagery high spatial resolution remotely sensed imagery high-resolution aerial imagery high-resolution aerial images high-resolution satellite images image fusion imagery indoor modelling Inria aerial image labeling dataset land-use LiDAR LiDAR point cloud Massachusetts buildings dataset mathematical morphology method comparison mobile laser scanning modelling morphological attribute filter morphological profile multiscale Siamese convolutional networks (MSCNs) n/a object recognition occlusion open data outline extraction point cloud point clouds reconstruction regularization remote sensing richer convolution features roof segmentation semantic segmentation simple linear iterative clustering (SLIC) straight-line segment matching U-Net ultra-hierarchical sampling unmanned aerial vehicle (UAV) urban building extraction very high resolution very high resolution imagery VHR remote sensing imagery web-net
Online Access:	Open Access: DOAB: description of the publication Open Access: DOAB, download the publication

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