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Document type:
Zeitschriftenaufsatz
Author(s):
Kang, Jian; Körner, Marco; Wang, Yuanyuan; Taubenböck, Hannes; Zhu, Xiao Xiang
Title:
Building instance classification using street view images
Abstract:
Land-use classification based on spaceborne or aerial remote sensing images has been extensively studied over the past decades. Such classification is usually a patch-wise or pixel-wise labeling over the whole image. But for many applications, such as urban population density mapping or urban utility planning, a classification map based on individual buildings is much more informative. However, such semantic classification still poses some fundamental challenges, for example, how to retrieve fin...    »
Keywords:
CNN, individual building classification, building instance, street view image, deep learning, remote sensing, data fusion, peer_review
Journal title:
ISPRS Journal of Photogrammetry and Remote Sensing
Year:
2018
Fulltext / DOI:
doi:10.1016/j.isprsjprs.2018.02.006
Publisher:
EIsevier
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