Big Data-Driven Pedestrian Analytics: Unsupervised Clustering and Relational Query Based on Tencent Street View Photographs

Big Data-Driven Pedestrian Analytics: Unsupervised Clustering and Relational Query Based on Tencent Street View Photographs

Recent technological advancements in geomatics and mobile sensing have led to various urban big data, such as Tencent street view (TSV) photographs; yet, the urban objects in the big dataset have hitherto been inadequately exploited. This paper aims to propose a pedestrian analytics approach named v...

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Bibliographic Details
Main Authors: Fan Xue, Xiao Li, Weisheng Lu, Christopher J. Webster, Zhe Chen, Lvwen Lin
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
urban informatics
big data
pedestrian activity
streetscape
Tencent street view (TSV)
deep learning
Online Access:https://www.mdpi.com/2220-9964/10/8/561

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