Estimation of time to contact and surface orientation of a leading vehicle using image deformation

영상변형을 이용한 선행차량과의 충돌시간 및 법선벡터의 예측

  • Lee, Jun-Woong (Kia Motors ) ;
  • Park, Seong-Kee (Dept. of Electrical Electronic Engineering, Korea Advanced Institute of Science and Technology) ;
  • No, Kyoung-Sig (Samsung Advanced Institute of Technology) ;
  • Kweon, In-So (Dept. of Electrical Electronic Engineering, Korea Advanced Institute of Science and Technology)
  • 이준웅 (기아자동차(주)) ;
  • 박성기 (한국과학기술원 전기 및 전자공학과) ;
  • 노경식 (삼성종합기술원) ;
  • 권인소 (한국과학기술원 전기 및 전자공학과)
  • Published : 1998.06.01

Abstract

This paper proposes an algorithm to obtain the time-to-contact between an observer and a target and surface orientation of the target. These two physical elements are computed from the image deformation of a known shape, which is extracted by supervised classification of detected line segments based on MAP and Mahalanobis distance. The proposed algorithm was applied to the natural outdoor traffic scene and would contribute to the development for a collision avoidance system.

Keywords

References

  1. Pattern Recognition v.30 no.10 Extraction of line features in a noisy image J. W. Lee;I.S. Kweon
  2. Int. J. of Intelligent Automation and Soft Computing v.3 no.2 Image point feature matching by triangulation J. W. Lee;I. S. Kweon
  3. Prcoce. of IEEE/RSJ Int. Conference on IROS Vehicle segmentation using evidential reasoning J. W. Lee;I. S. Kweon
  4. KACC Target identification for visual tracking J. W. Lee;J. S. Yoon;I. S. Kweon
  5. CVGIP:Image Understanding v.58 no.2 Intensity and edge-based symmetry detection with an application to car-following T.Zielke;M. Brauckmann;W. V. Seelen
  6. Computer-Vision-ECCV '92 Surface orientation and time to contact from image divergence and degormation R. Cipolla;A. Blake
  7. Optica Acta v.22 no.9 Invariant properties of the motion parallaz field due to the movement of rigid bodies relative to an observer J. J. Koenderink;A. J. van Doorn
  8. Pattern Classification and Scene Analysis R. O. Duda
  9. Decision and Estimation Theory J. L. Melsa;D. L. Iohn
  10. An Introduction to Probability Theory and Mathematical Statistics V. K. Rohatig
  11. Active Vision A. Blake;A. Yuille(Ed.)
  12. Proc. of IEEE/RSJ Int. Conference on IROS A Kalman Filter-Based Visual Tracking Algorithm for an Object Moving in 3D J. W. Lee;I.S. Kweon