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Nowadays, video-based crowd monitoring tools are widely deployed.
[24] review the state-of-the-art of vision-based systems for crowd monitoring.
Thanks to the location-awareness of modern smartphones, they have increasingly been considered as an alternative platform for crowd monitoring.
For the last decades, automatic crowd monitoring in urban areas has mainly been performed by means of image processing [2].
A participatory sensing approach for crowd monitoring faces a major limitation: Participation is based on a voluntary base.
Dynamic crowd monitoring was achieved by implementing the context based region identification and grouping of participants, distributed crowd behavior estimation, and stampede prediction based on distributed consensus.
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"Ninety-nine percent of our crowd monitors themselves," she said.
Pedestrian crowds are an integral part of cities. Planing for crowds, monitoring crowds and managing crowds, are fundamental tasks in city management.
Sneed even helped push for a crowd-monitoring aerial drone, an idea only recently nixed.
We have developed a real-time system based on Microsoft Azure Cloud, called UrbanFlow, providing the crowd flow monitoring and forecasting in Guiyang City of China.
Earlier he was met with an electric welcome at the rain-soaked University of Nairobi, where a massive crowd was monitored by around 10,000 police.
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