首页    期刊浏览 2024年12月11日 星期三
登录注册

文章基本信息

  • 标题:Robust power line detection with particle-filter-based tracking in radar video
  • 作者:Ma Qirong ; Goshi Darren S. ; Bui Long
  • 期刊名称:APSIPA Transactions on Signal and Information Processing
  • 印刷版ISSN:2048-7703
  • 电子版ISSN:2048-7703
  • 出版年度:2015
  • 卷号:4
  • DOI:10.1017/ATSIP.2015.14
  • 出版社:Cambridge University Press
  • 摘要:In this paper, we propose a tracking algorithm to detect power lines from millimeter-wave radar video. We propose a general framework of cascaded particle filters which can naturally capture the temporal correlation of the power line objects, and the power-line-specific feature is embedded into the conditional likelihood measurement process of the particle filter. Because of the fusion of multiple information sources, power line detection is more effective than the previous approach. Both the accuracy and the recall of power line detection are improved from around 68% to over 92%.
  • 关键词:Millimeter wave radar; Object detection; Particle filter; Radar imaging; Power line detection
Loading...
联系我们|关于我们|网站声明
国家哲学社会科学文献中心版权所有