A Deep-Learning-Based Multimodal Data Fusion Framework for Urban Region Function Recognition

A Deep-Learning-Based Multimodal Data Fusion Framework for Urban Region Function Recognition

Accurate and efficient classification maps of urban functional zones (UFZs) are crucial to urban planning, management, and decision making. Due to the complex socioeconomic UFZ properties, it is increasingly challenging to identify urban functional zones by using remote-sensing images (RSIs) alone....

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Bibliographic Details
Main Authors: Mingyang Yu, Haiqing Xu, Fangliang Zhou, Shuai Xu, Hongling Yin
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
multimodal data fusion
UFZ map
spatial relationship modeling
vision transformer
Online Access:https://www.mdpi.com/2220-9964/12/12/468

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https://www.mdpi.com/2220-9964/12/12/468

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