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Prediction-assisted moving objects tracking in severe occlusions and background clutters

  • Mohammed Ahmed
  • , Youngshin Ahn
  • , Jaeho Choi
  • Jeonbuk National University

Research output: Contribution to conferenceConference paperpeer-review

Abstract

Moving objects tracking in severe occlusions and background clutters is investigated in this paper. The proposed method is based on a new adaptive Kalman filter design and meanshift algorithm with measurement drift correction using a foreground correlation tracker. The performance of the proposed method has been verified using several sets of video sequences; and the results show that it can track multi-objects of interest under complete or partial occlusions, which are caused by background objects or other moving objects, even when the objects involved in occlusions have a similar color texture.

Original languageEnglish
Title of host publicationComputational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013
EditorsJoão Manuel, R.S. Tavares, R.M. Natal Jorge
PublisherCRC Press/Balkema
Pages39-44
Number of pages6
ISBN (Print)9781138000810
StatePublished - 2014
Event4th Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013 - Funchal, Portugal
Duration: 2013.10.142014.10.16

Publication series

NameComputational Vision and Medical Image Processing IV - Proceedings of Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013

Conference

Conference4th Eccomas Thematic Conference on Computational Vision and Medical Image Processing, VIPIMAGE 2013
Country/TerritoryPortugal
CityFunchal
Period13.10.1414.10.16

Quacquarelli Symonds(QS) Subject Topics

  • Computer Science & Information Systems
  • Engineering - Electrical & Electronic
  • Engineering - Petroleum
  • Data Science
  • Biological Sciences

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