跳到主要导航 跳到搜索 跳到主要内容

Pedestrian detection based on multi-modal cooperation

  • Yan Ning Zhang
  • , Xiao Min Tong
  • , Xiu Wei Zhang
  • , Jiang Bin Zheng
  • , Jun Zhou
  • , Si Wei You
  • Northwestern Polytechnical University Xian
  • Air Force Medical University

科研成果: 书/报告/会议事项章节会议稿件同行评审

6 引用 (Scopus)

摘要

Pedestrian detection plays an important role in automated surveillance system. However, it is challenging to detect pedestrian robustly and accurately in a cluttered environment. In this paper, we propose a new cooperative pedestrian detection method using both colour and thermal image sequences, which is compared with the method using only colour image sequence and that using multi-modal fusion. Experiment results show that our cooperative detection mechanism could get more accurate pedestrian areas, a lower false alarm rate and a higher detection precision. Therefore, it has broad application prospects in the field of industry and military.

源语言英语
主期刊名Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008
148-152
页数5
DOI
出版状态已出版 - 2008
活动2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008 - Cairns, QLD, 澳大利亚
期限: 8 10月 200810 10月 2008

出版系列

姓名Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008

会议

会议2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008
国家/地区澳大利亚
Cairns, QLD
时期8/10/0810/10/08

指纹

探究 'Pedestrian detection based on multi-modal cooperation' 的科研主题。它们共同构成独一无二的指纹。

引用此