Pedestrian detection and localization using 3D range data

Bin Li, Jiadong Shi, Minghe Cao, Rongkai Zhang, Jianzhong Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

This paper presents an approach to exploit three-dimensional laser range finder to detect and locate pedestrian over time. The sensor is employed on a vehicle. The approach uses geometric and motion features to detect human signatures. According to the different characteristics in different height of the human body to establish a model of human body. We establish a number of sample models to reflect the diversity of the human body, to improve the probability of a variety of pedestrians detection. Moving objects should be matched with the human body model. Experimental carry out with 3D data illustrate the efficiency and accuracy of our approach.

源语言英语
主期刊名2016 IEEE International Conference on Robotics and Biomimetics, ROBIO 2016
出版商Institute of Electrical and Electronics Engineers Inc.
1105-1110
页数6
ISBN(电子版)9781509043644
DOI
出版状态已出版 - 2016
活动2016 IEEE International Conference on Robotics and Biomimetics, ROBIO 2016 - Qingdao, 中国
期限: 3 12月 20167 12月 2016

出版系列

姓名2016 IEEE International Conference on Robotics and Biomimetics, ROBIO 2016

会议

会议2016 IEEE International Conference on Robotics and Biomimetics, ROBIO 2016
国家/地区中国
Qingdao
时期3/12/167/12/16

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