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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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Autors principals: Tianrui Liu, Tania Stathaki
Format: Artigo
Idioma:Inglês
Publicat: Frontiers Media S.A. 2018-10-01
Col·lecció:Frontiers in Neurorobotics
Matèries:
Accés en línia:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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