Intelligent system to detect violations in pedestrian areas committed by vehicles in the city of Cartagena de Indias
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Date
2023-12-05
Authors
Hernández-Díaz, Nicolás
Pañaloza, Yersica C.
Rios, Y. Yuliana
Martinez-Santos, Juan Carlos
Puertas, Edwin
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Abstract
his article presents applied research which proposes an approach to a low-cost electronic system that allows the detection of violations in pedestrian areas. For this purpose, we proposed an electronic system that implements artificial intelligence algorithms and Internet of Things architectures to detect in realtime these events. The proposal focuses on experimental laboratory work through which we developed and validated a system by analyzing a real pedestrian zone scenario and invasion of the pedestrian zone. As a result of this work, we deliver a labeled dataset to the scientific community that can serve as input to new projects and the development of better offender detection algorithms.
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Citation
Hernández-Díaz, N., Pañaloza, Y. C., Rios, Y. Y., Martinez-Santos, J. C., & Puertas, E. (2023). Intelligent system to detect violations in pedestrian areas committed by vehicles in the City of Cartagena de Indias. Proceedings of the 21th LACCEI International Multi-Conference for Engineering, Education and Technology (LACCEI 2023): “Leadership in Education and Innovation in Engineering in the Framework of Global Transformations: Integration and Alliances for Integral Development”.