An interpretable machine learning framework for measuring urban perceptions from panoramic street view images

Summary: The proliferation of street view images (SVIs) and the constant advancements in deep learning techniques have enabled urban analysts to extract and evaluate urban perceptions from large-scale urban streetscapes. However, many existing analytical frameworks have been found to lack interpreta...

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Bibliographic Details
Main Authors: Yunzhe Liu, Meixu Chen, Meihui Wang, Jing Huang, Fisher Thomas, Kazem Rahimi, Mohammad Mamouei
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004223002092