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基于改进特征跟踪的客流量统计

金鑫 梁雪春 宫宁生

计算机工程2012,Vol.38Issue(15):175-178,4.
计算机工程2012,Vol.38Issue(15):175-178,4.DOI:10.3969/j.issn.1000-3428.2012.15.049

基于改进特征跟踪的客流量统计

Passenger Flow Statistics Based on Improved Feature Tracking

金鑫 1梁雪春 1宫宁生2

作者信息

  • 1. 南京工业大学自动化与电气工程学院,南京211816
  • 2. 南京工业大学电子与信息工程学院,南京211816
  • 折叠

摘要

Abstract

In order to solve the problem about multitarget tracking, this paper proposes a new video-based traffic tracking counting method. The frame difference method is used to extract the moving target and the image needs morphological processing. Connected domain analysis is applied to create the human node and get the node's centroid. According to the nodes' centroids which are created in the list, first search forward is used. All target pixels are searched in the next frame which are used to determine the new position of the object in the video. Experimental results show that the method is simple and feasible, and achieves statistical data with high accuracy.

关键词

视频监控/客流量统计/差分法/形态学处理/连通域分析/多目标跟踪

Key words

video surveillance/ passenger flow statistics/ difference method/ morphologic processing/ connected domain analysis/ multitarget tracking

分类

信息技术与安全科学

引用本文复制引用

金鑫,梁雪春,宫宁生..基于改进特征跟踪的客流量统计[J].计算机工程,2012,38(15):175-178,4.

基金项目

江苏省博士后科研资助计划基金资助项目(1001027B) (1001027B)

江苏省高校自然科学研究基金资助项目(09KJB510002) (09KJB510002)

计算机工程

OACSCDCSTPCD

1000-3428

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