Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
A CNN-Based Real-Time Parking Space Management and Allocation System at Large Parking Garage
People usually circle around for quite a long time in a large parking garage to find an open parking space due to unevenly distributed available parking spaces. In this paper, we propose a system which uses the convolutional neural network deep learning approach to analyze videos recorded at different places in a large parking garage. Our system is able to monitor the availability of each parking space and provide useful information to users about the open parking spaces in real-time. To evaluate our system, we conduct an empirical analysis based on the data we collected from a parking lot at IKEA in Wuhan. The evaluation results show that our parking space management and allocation system can reduce ineffective vehicle detours, shorten the average time spent on finding an open space. This work also offers useful and deep insights to solve parking problems at centralized and large-scale parking garages.
A CNN-Based Real-Time Parking Space Management and Allocation System at Large Parking Garage
People usually circle around for quite a long time in a large parking garage to find an open parking space due to unevenly distributed available parking spaces. In this paper, we propose a system which uses the convolutional neural network deep learning approach to analyze videos recorded at different places in a large parking garage. Our system is able to monitor the availability of each parking space and provide useful information to users about the open parking spaces in real-time. To evaluate our system, we conduct an empirical analysis based on the data we collected from a parking lot at IKEA in Wuhan. The evaluation results show that our parking space management and allocation system can reduce ineffective vehicle detours, shorten the average time spent on finding an open space. This work also offers useful and deep insights to solve parking problems at centralized and large-scale parking garages.
A CNN-Based Real-Time Parking Space Management and Allocation System at Large Parking Garage
Yang, Yong (Autor:in) / Li, Penghui (Autor:in) / Zhao, Pengyun (Autor:in) / Wang, Xiaohan (Autor:in)
20th COTA International Conference of Transportation Professionals ; 2020 ; Xi’an, China (Conference Cancelled)
CICTP 2020 ; 2412-2423
09.12.2020
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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