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Faster R-CNN for Robust Pedestrian Detection Using Semantic Segmentation Network

Convolutional neural networks (CNN) have enabled significant improvements in pedestrian detection owing to the strong representation ability of the CNN features. However, it is generally difficult to reduce false positives on hard negative samples such as tree leaves, traffic lights, poles, etc. Som...

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Detalles Bibliográficos
Autores principales: Tianrui Liu, Tania Stathaki
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2018-10-01
Colección:Frontiers in Neurorobotics
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Acceso en línea:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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