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动态目标跟踪与自动特写快照系统的设计及实现

盛平 倪冬玮 张净

东南大学学报(自然科学版)2011,Vol.41Issue(5):967-972,6.
东南大学学报(自然科学版)2011,Vol.41Issue(5):967-972,6.DOI:10.3969/j.issn.1001-0505.2011.05.014

动态目标跟踪与自动特写快照系统的设计及实现

Design and realization of dynamic target tracking and automatic close-up snapshot

盛平 1倪冬玮 2张净3

作者信息

  • 1. 江苏大学计算机科学与通信TV学院,镇江,212013
  • 2. 镇江江大科茂信息系统有限责任公司,镇江,212001
  • 3. 江苏大学电气信息工程学院,镇江,212013
  • 折叠

摘要

Abstract

The existing dynamic target tracking and snapshot system is difficult to meet the requirements of clear, reliable, real-time and accurate tracking capture simultaneously. To solve the problem , this paper proposes a new dynamic target tracking and snapshot system which is more practical and less complex. A fast mixture Gaussian background difference method is adopted to segment the moving object, and accurate target positioning is obtained by the project method. Besides, in order to achieve the purpose of dynamic tracking, the methods of Kalman filter and template matching are both applied by combining with the method of pan-tilt-zoom (PTZ) camera calibration. Meanwhile, in the PTZ tracking process, on the basis of the extreme value of gradient and the actual motion vector of the target, a method to realize the adaptive capture of clear snapshot of objectives is proposed. In VC + +environment, the human body is taken as the moving target for testing. The experimental results indicate that this system has realized the purpose of dynamic target tracking and snapshot, and also has advantages of real-time, clarity and robustness.

关键词

智能视频监控/运动目标/背景差分/PTZ跟踪/快照

Key words

intelligent video surveillance/ moving object/ background difference/ PTZ tracking/ snapshot

分类

信息技术与安全科学

引用本文复制引用

盛平,倪冬玮,张净..动态目标跟踪与自动特写快照系统的设计及实现[J].东南大学学报(自然科学版),2011,41(5):967-972,6.

基金项目

江苏省社发基金资助项目(BS2005046)、镇江市产学研计划资助项目(zjczcxy2007O8) (BS2005046)

东南大学学报(自然科学版)

OA北大核心CSCDCSTPCD

1001-0505

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