Measuring urban physical environments using image deep features

Yingjing Huang

doi:10.1016/j.cities.2025.106196

2025-07-02

PRE

DOI：10.1016/j.cities.2025.106196

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摘要

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• 提出了一种新颖的深度特征框架用于综合城市分析 • 深度特征捕捉城市物理环境的复杂性。 • 通过深度特征识别了最优城市景观尺度及六种类型。 • 深度特征揭示了城市景观中的潜在模式。

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Cities

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6.6

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