首页>成果

  • 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

[会议论文]

A Multi-target Detection and Recognition Approach based on Feature-matching of Multilayer Laserscanner

分享
编辑 删除 报错

作者:

Xu Zhe (Xu Zhe.) | Wu Lei (Wu Lei.) | Duan Jianmin (Duan Jianmin.) (学者:段建民)

收录:

CPCI-S

摘要:

The article presents a clustering algorithm based on feature-matching of Multilayer Laserscanner to solve false alarm caused by slopes or low interfering objects in the complex urban environment. The experiments show this method can filter non-target points in scene and access to the real targets effectively. To solve multi-target recognition on the road, this article uses a method which combines binary tree structure and high-precision binary classifier based on Adaboost to transform multi-target classification into a series of binary ones. The experimental results show that both target detection algorithm and recognition algorithm are stable and work well in detecting and recognizing pedestrians or vehicles on the road.

关键词:

feature-matching of multilayer based clustering Adaboost binary tree structure multi-target recognition

作者机构:

  • [ 1 ] [Xu Zhe]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Wu Lei]Beijing Univ Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Duan Jianmin]Beijing Univ Technol, Beijing 100124, Peoples R China

通讯作者信息:

  • [Xu Zhe]Beijing Univ Technol, Beijing 100124, Peoples R China

查看成果更多字段

相关文章:

来源 :

2013 32ND CHINESE CONTROL CONFERENCE (CCC)

ISSN: 2161-2927

年份: 2013

页码: 7732-7737

语种: 中文

被引次数:

WoS核心集被引频次: 0

近30日浏览量: 2

归属院系:

在线人数/总访问数:99/4546172
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司