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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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Bibliografske podrobnosti
Main Authors: Tianrui Liu, Tania Stathaki
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2018-10-01
Serija:Frontiers in Neurorobotics
Teme:
Online dostop:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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