An Image Feature-Based Method for Parking Lot Occupancy

被引:8
|
作者
Tatulea, Paula [1 ]
Calin, Florina [1 ]
Brad, Remus [1 ]
Brancovean, Lucian [1 ]
Greavu, Mircea [1 ]
机构
[1] Ind Software SRL, Sibiu 550173, Romania
来源
FUTURE INTERNET | 2019年 / 11卷 / 08期
关键词
smart city; car parking occupancy; monitoring; image features;
D O I
10.3390/fi11080169
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main scope of the presented research was the development of an innovative product for the management of city parking lots. Our application will ensure the implementation of the Smart City concept by using computer vision and communication platforms, which enable the development of new integrated digital services. The use of video cameras could simplify and lower the costs of parking lot controls. In the aim of parking space detection, an aggregated decision was proposed, employing various metrics, computed over a sliding window interval provided by the camera. The history created over 20 images provides an adaptive method for background and accurate detection. The system has shown high robustness in two benchmarks, achieving a recognition rate higher than 93%.
引用
收藏
页数:17
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