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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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Hlavní autoři: Tianrui Liu, Tania Stathaki
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018-10-01
Edice:Frontiers in Neurorobotics
Témata:
On-line přístup:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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