Intelligent Multimode Target Tracking Using Fuzzy Logic

퍼지 로직을 이용한 지능적인 다중모드 목표물 추적

  • 조재수 (한국과학기술원, 전기 및 전자공학과) ;
  • 박동조 (한국과학기술원, 전기 및 전자공학과)
  • Published : 1998.10.01

Abstract

An intelligent multimode target tracking algorithm using fuzzy logic is presented. Multimode tracking represents a synergistic approach that utilizes a variety of tracking techniques(centroid, correlation, etc.) to overcome the limitations inherent in any single-mode tracker. The design challenge for this type of multimode tracker is the data fusion algorithm. designs for this algorithm are based on heuristic rather than analytical approaches. A correlation-tracking algorithm seeks to align the incoming target image with a reference in age of the target, but has a critical problem, so called drift phenomenon. In this paper we will suggest a robust correlation tracker with gradient preprocessor combined by centroid algorithm to overcome the drift problem.

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