Robust Pedestrian Classification Based on Hierarchical Kernel Sparse Representation

Vision-based pedestrian detection has become an active topic in computer vision and autonomous vehicles. It aims at detecting pedestrians appearing ahead of the vehicle using a camera so that autonomous vehicles can assess the danger and take action. Due to varied illumination and appearance, comple...

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Bibliographic Details
Main Authors: Rui Sun, Guanghai Zhang, Xiaoxing Yan, Jun Gao
Format: Article
Language:English
Published: MDPI AG 2016-08-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/16/8/1296