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基于三维视觉系统的多运动目标跟踪方法综述

万琴 余洪山 吴迪 林国汉

计算机工程与应用2017,Vol.53Issue(19):33-39,7.
计算机工程与应用2017,Vol.53Issue(19):33-39,7.DOI:10.3778/j.issn.1002-8331.1707-0137

基于三维视觉系统的多运动目标跟踪方法综述

Survey of multiple objects tracking based on three-dimensional visual sys-tems

万琴 1余洪山 2吴迪 1林国汉1

作者信息

  • 1. 湖南工程学院 电气信息学院,湖南 湘潭 411104
  • 2. 湖南大学 电气与信息工程学院,长沙 410082
  • 折叠

摘要

Abstract

Multiple objects tracking is the basic and important problem in intelligent visual surveillance system. It is diffi-cult to track multiple objects under occlusion only using two-dimensional visual features. Recently, the three-dimensional tracking system becomes the hot point, which can utilize three-dimensional features to recognize and track objects even under occlusions, and improve the accuracy of intelligent visual surveillance system entirely. The methods of tracking multiple objects based on three-dimensional visual system are introduced, which can be divided into three classifications described in detail. The merits and drawbacks of representative methods of each classification are introduced, and the future application and research trend is discussed.

关键词

多目标跟踪/视频监控/三维视觉建模

Key words

multiple objects tracking/visual surveillance/three-dimensional visual modeling system

分类

信息技术与安全科学

引用本文复制引用

万琴,余洪山,吴迪,林国汉..基于三维视觉系统的多运动目标跟踪方法综述[J].计算机工程与应用,2017,53(19):33-39,7.

基金项目

国家自然科学基金面上项目(No.61573135) (No.61573135)

湖南省自然科学基金(No.2016JJ2041,No.2016JJ6025) (No.2016JJ2041,No.2016JJ6025)

湖南省教育厅重点项目(No.15A044). (No.15A044)

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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