Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan

Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan

Landscape mapping and pattern analysis of fine-grained urban functional zones (UFZ) are of great research value in the field of urban planning and urban development assessment. Previous studies employing multispectral images have largely enabled only coarse-grained land-use classification of urban a...

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Bibliographic Details
Main Authors: Jingwen Yuan, Shugen Wang, Chen Wu, Yonghao Xu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Deep learning
GaoFen-5
hyperspectral images
spectral-spatial unified network combined with a fully connected conditional random field (SSUN-CRF)
urban functional zone (UFZ) mapping
Online Access:https://ieeexplore.ieee.org/document/9773336/

Internet

https://ieeexplore.ieee.org/document/9773336/

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