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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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Библиографические подробности
Главные авторы: Tianrui Liu, Tania Stathaki
Формат: Artigo
Язык:Inglês
Опубликовано: Frontiers Media S.A. 2018-10-01
Серии:Frontiers in Neurorobotics
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Online-ссылка:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
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