A new perspective on object tracking based on BYY and five action circling

  • Authors:

  • Zhenyu Wang;Peng Liu

  • Affiliations:

  • State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China,School of Control and Computer Engineering, North Chi ...;State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China,School of Control and Computer Engineering, North Chi ...

  • Venue:
  • IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
  • Year:
  • 2011

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Abstract

In this paper, we present a new perspective on object tracking based on Bayesian Ying-Yang learning theory and five action circling. During the tracking procedure, the A5 circling must be kept well balanced. Each action should be neither too weak to sustain the system nor too loaded to jam the circling. For object tracking, the A5 paradigm is explained as follow: i) object acquirement and initialization; ii) object representation and description; iii) hypothesis measurement; iv) optimization and estimation; v) object assessment and location. Our extensive experiments show that the proposed novel framework performs robustly in a large variety of image sequences. Additional, a new insight is given on the Bayesian Ying-Yang system, best harmony learning, and five action circling theory from a perspective of object tracking system.