Deep exploration of street view features for identifying urban vitality: A case study of Qingdao city

Urban vitality has significant practical implications for urban management and planning. In this study, we propose a comprehensive research framework that combines street scene images, point of interest (POI) data, road network data, and residential land data, and employs deep learning algorithms to...

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Bibliographic Details

Published in:	International Journal of Applied Earth Observations and Geoinformation
Main Author:	Zepeng Ma
Format:	Article
Language:	English
Published:	Elsevier 2023-09-01
Subjects:	Street view image Deep learning algorithms Semantic segmentation SHAP method Social perception Urban vitality
Online Access:	http://www.sciencedirect.com/science/article/pii/S156984322300300X