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A New Deep Model for Detecting Multiple Moving Targets in Real Traffic Scenarios: Machine Vision-Based Vehicles

When performing multiple target detection, it is difficult to detect small and occluded targets in complex traffic scenes. To this end, an improved YOLOv4 detection method is proposed in this work. Firstly, the network structure of the original YOLOv4 is adjusted, and the 4× down-sampling feature ma...

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Detalles Bibliográficos
Autores principales: Xu, Xiaowei, Xiong, Hao, Zhan, Liu, Królczyk, Grzegorz, Stanislawski, Rafal, Gardoni, Paolo, Li, Zhixiong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144427/
https://www.ncbi.nlm.nih.gov/pubmed/35632150
http://dx.doi.org/10.3390/s22103742