Mapping built environments from UAV imagery: a tutorial on mixed methods of deep learning and GIS

Abstract Evidence has suggested that built environments are significantly associated with residents’ health and the conditions of built environments vary between neighborhoods. Recently, there have been remarkable technological advancements in using deep learning to detect built environments on fine...

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Bibliographic Details
Main Authors: Xin Hong, Scott Sheridan, Dong Li
Format: Article
Language:English
Published: Springer 2022-06-01
Series:Computational Urban Science
Subjects:
Online Access:https://doi.org/10.1007/s43762-022-00039-w