Representation and inference of topological relations between objects for spatial situation awareness

상황인식을 위한 물체간 토폴로지관계의 표현 및 추론

  • 미나미 타카시 (Yaskawa Electric 반도체로봇사업부) ;
  • 유재관 (Japan Advanced Institute of Science and Technology 정보과학연구과 로보틱스연구실) ;
  • 정낙영 (Japan Advanced Institute of Science and Technology 정보과학연구과 로보틱스연구실)
  • Published : 2008.02.29

Abstract

Robots need to understand as much as possible about their environmental situation and react appropriately to any event that provokes changes in their behavior. In this paper, we pay attention to topological relations between spatial objects and propose a model of robotic cognition that represents and infers temporal relations. Specifically, the proposed model extracts specified features of the cooccurrence matrix represents from disparity images of the stereo vision system. More importantly, a habituation model is used to infer intrinsic spatial relations between objects. A preliminary experimental investigation is carried out to verify the validity of the proposed method under real test condition.

Keywords