Identification of Urban Functional Areas Based on the Multimodal Deep Learning Fusion of High-Resolution Remote Sensing Images and Social Perception Data

Identification of Urban Functional Areas Based on the Multimodal Deep Learning Fusion of High-Resolution Remote Sensing Images and Social Perception Data

As the basic spatial unit of urban planning and management, it is necessary to know the distribution status of urban functional areas in time. Due to the complexity of urban land use, it is difficult to identify the urban functional areas using only remote sensing images. Social perception data can...

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Bibliographic Details
Main Authors: Lijian Xie, Xiuli Feng, Chi Zhang, Yuyi Dong, Junjie Huang, Kaikai Liu
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Buildings
Subjects:
multimodal data
attention mechanisms
data fusion
urban planning
Online Access:https://www.mdpi.com/2075-5309/12/5/556

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