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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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Sonraí Bibleagrafaíochta
Main Authors: Tianrui Liu, Tania Stathaki
Formáid: Artigo
Teanga:Inglês
Foilsithe: Frontiers Media S.A. 2018-10-01
Sraith:Frontiers in Neurorobotics
Ábhair:
Rochtain Ar Líne:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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