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Anchor Generation Optimization and Region of Interest Assignment for Vehicle Detection

Region proposal network (RPN) based object detection, such as Faster Regions with CNN (Faster R-CNN), has gained considerable attention due to its high accuracy and fast speed. However, it has room for improvements when used in special application situations, such as the on-board vehicle detection....

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Detalles Bibliográficos
Autores principales: Wang, Ye, Liu, Zhenyi, Deng, Weiwen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427343/
https://www.ncbi.nlm.nih.gov/pubmed/30832452
http://dx.doi.org/10.3390/s19051089