An improved mean shift tracker with fast failure recovery strategy after complete occlusion

Di Caterina, Gaetano and Soraghan, John (2011) An improved mean shift tracker with fast failure recovery strategy after complete occlusion. In: 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011-08-30 - 2011-09-02.

Abstract

The effectiveness of the conventional Mean Shift tracking algorithm diminishes for fast moving targets and complete occlusion. In this paper an improved Mean Shift algorithm comprising a fast failure recovery strategy that aims to deal with randomly moving targets and complete occlusion as encountered in crowded scenes is presented. Experimental results show that after complete occlusion or target loss, the new algorithm can effectively recover and continue to successfully track targets in complex scenarios.

ORCID iDs

Di Caterina, Gaetano ORCID: https://orcid.org/0000-0002-7256-0897

Soraghan, John ORCID: https://orcid.org/0000-0003-4418-7391

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• Item metadata

  Item type:	Conference or Workshop Item(Paper)
  ID code:	33613
  Dates:	Date Event 2011 Published
  Subjects:	Technology > Electrical engineering. Electronics Nuclear engineering
  Department:	Faculty of Engineering > Electronic and Electrical Engineering Technology and Innovation Centre > Sensors and Asset Management
  Depositing user:	Pure Administrator
  Date deposited:	23 Sep 2011 14:33
  Last modified:	11 Nov 2024 16:31
  Related URLs:	Event
  URI:	https://strathprints.strath.ac.uk/id/eprint/33613