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

Research output: Contribution to conferencePaper

8 Citations (Scopus)

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.
Original languageEnglish
Pages1-6
Number of pages6
Publication statusPublished - 2011
Event8th IEEE International Conference on Advanced Video and Signal-Based Surveillance - Klagenfurt, Austria
Duration: 30 Aug 20112 Sep 2011

Conference

Conference8th IEEE International Conference on Advanced Video and Signal-Based Surveillance
CountryAustria
CityKlagenfurt
Period30/08/112/09/11

Keywords

  • mean shift tracker
  • fast failure recovery strategy
  • track targets

Fingerprint Dive into the research topics of 'An improved mean shift tracker with fast failure recovery strategy after complete occlusion'. Together they form a unique fingerprint.

  • Cite this

    Di Caterina, G., & Soraghan, J. (2011). An improved mean shift tracker with fast failure recovery strategy after complete occlusion. 1-6. Paper presented at 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Klagenfurt, Austria.