Evaluation of Urban Mobility Using Surveillance Cameras

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• 作者：Alexey V. Kurilkin ; Oksana O. Vyatkina ; Sergey A. Mityagin ; Sergey V. Ivanov ; ^{svivanov@mail.ifmo.ru" class="auth_mail" title="E-mail the corresponding author}
• 关键词：social dynamics ; surveillance cameras ; image processing ; urban mobility ; mobile phones
• 刊名：Procedia Computer Science
• 出版年：2015
• 出版时间：2015
• 年：2015
• 卷：66
• 期：Complete
• 页码：364-371
• 全文大小：1037 K

文摘

Urban mobility is an important part of many studies related to the planning of large urban areas. This paper describes an approach for the evaluation of urban mobility as geosocial dynamics on the territory with high population density on the basis of surveillance cameras. We examine various methods of image and video processing for the evaluation of people flow. As a result, we propose a fast processing and low-cost method for general purpose cameras for the estimation of the number of moving people at a particular point in the city. A case study for some locations in St.Petersburg is considered.