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...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Main Authors: Tianrui Liu, Tania Stathaki
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2018-10-01
Serier:Frontiers in Neurorobotics
Fag:
pedestrian detection
deep learning
convolutional neural network
semantic segmentation
region proposal
Online adgang:https://www.frontiersin.org/article/10.3389/fnbot.2018.00064/full
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker