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基于色块边缘和颜色直方图的多目标跟踪算法

刘一宸

计算机与现代化Issue(2):24-27,4.
计算机与现代化Issue(2):24-27,4.DOI:10.3969/j.issn.1006-2475.2016.02.006

基于色块边缘和颜色直方图的多目标跟踪算法

Multi-target Real-time Tracking Algorithm Ba sed on Color Edge Statistics and Color Histogram

刘一宸1

作者信息

  • 1. 河海大学计算机与信息学院,江苏 南京 210000
  • 折叠

摘要

Abstract

Human tracking based on the color histogram is one of the most popular tracking methods .However,it is hard to accu-rately describe the target signature in bigger number of people scene if it solely depends on the color histogram .Therefore,we propose a multi-target real t-ime tracking algorithm based on the color edge statistics and the color histogram .Furthermore,this al-gorithm can deal with the tracking process ,match the target by the color edge distribution and the color characteristics , and con-firm the scope of target searching .The experimental results show that the algorithm can effectively improve the multi-target track-ing accuracy and robustness .

关键词

颜色直方图/色块边缘直方图/卡尔曼滤波/多目标跟踪

Key words

color histogram/edge of color histogram/Kalman filter/multi-target tracking

分类

信息技术与安全科学

引用本文复制引用

刘一宸..基于色块边缘和颜色直方图的多目标跟踪算法[J].计算机与现代化,2016,(2):24-27,4.

计算机与现代化

OACSTPCD

1006-2475

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