Delving Deep into Multiscale Pedestrian Detection via Single Scale Feature Maps

Delving Deep into Multiscale Pedestrian Detection via Single Scale Feature Maps

The standard pipeline in pedestrian detection is sliding a pedestrian model on an image feature pyramid to detect pedestrians of different scales. In this pipeline, feature pyramid construction is time consuming and becomes the bottleneck for fast detection. Recently, a method called multiresolution...

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Bibliographic Details
Main Authors: Xinchuan Fu, Rui Yu, Weinan Zhang, Jie Wu, Shihai Shao
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
pedestrian detection
boosted decision tree
scale invariance
receptive field correspondence
soft decision tree
Online Access:http://www.mdpi.com/1424-8220/18/4/1063

Internet

http://www.mdpi.com/1424-8220/18/4/1063

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