Browse > Article

Stereo Object Tracking and Multiview image Reconstruction System Using Disparity Motion Vector  

Ko Jung-Hwan (광운대학교 차세대 3D 디스플레이 연구센터)
Kim Eun-Soo (광운대학교 차세대 3D 디스플레이 연구센터)
Abstract
In this paper, a new stereo object tracking system using the disparity motion vector is proposed. In the proposed method, the time-sequential disparity motion vector can be estimated from the disparity vectors which are extracted from the sequence of the stereo input image pair and then using these disparity motion vectors, the area where the target object is located and its location coordinate are detected from the input stereo image. Being based on this location data of the target object, the pan/tilt embedded in the stereo camera system can be controlled and as a result, stereo tracking of the target object can be possible. From some experiments with the 2 frames of the stereo image pairs having 256$\times$256 pixels, it is shown that the proposed stereo tracking system can adaptively track the target object with a low error ratio of about 3.05$\%$ on average between the detected and actual location coordinates of the target object.
Keywords
3D tracking; Disparity estimation; stereo camera; pan/tilt;
Citations & Related Records
연도 인용수 순위
  • Reference
1 David Coombs and Christopher Brown, 'Real-time binocular smooth pursuit', International Journal of Computer Vision, vol. 11, no. 2, pp. 147-164, 1993   DOI
2 M. Kam, 'Computing the cost of occlusion gabriel fielding', Computer Vision and Image Understanding, vol. 79, no. 2, pp. 324-329, 2000   DOI   ScienceOn
3 J. S. Lee, C. W. Seo, and E. S. Kim, 'Implementation of opto-digital stereo object tracking system', Optics Communications, Vol.200, pp.73-85, 2001   DOI   ScienceOn
4 K. H. Bae, J. J. Kim, and E. S. Kim, 'A new disparity estimation scheme based-on adaptive matching window for intermediate view reconstruction, Opt. Eng., Vol. 42, pp. 1778-1786, 2003   DOI   ScienceOn
5 Priyan Victor S. Grinberg, Gregg Podnar and M. W. Siegel, Geometry of binocular imaging', Proc. SPIE Internat. Conf. on Stereoscopic Displays and Virtual Reality Systems, Vol. 2177, San Jose, CA, 6-10, pp. 56-65, February 1994
6 D. J. Coombs and C. M. Brown, 'Cooperative gaze holding in binocular vision', IEEE Control Systems Magazine, vol. 11, pp. 24-33, June 1991
7 J. S. Lee, J. H. Ko, and E. S. Kim, Realtime stereo object tracking system by using block matching algorithm and optical binary phase extraction joint transform correlator', Optics Comm., vol. 191, pp. 191-202, May 2001   DOI   ScienceOn
8 M. E. Izquierdo, 'Stereo matching for enhanced telepresence in three-dimensional ideo communications', IEEE Transactions on circuits and systems for video technology, vol. 7, no. 4, pp. 629-643, August 1997   DOI   ScienceOn
9 D. Comaniciu, V. Ramesh, 'Robust detection and tracking of human faces with an active camera', Third IEEE International Workshop on Visual Surveillance, vol.1, pp. 11-18, 2000
10 D. Gunatilake, M. W. Siegel, and A. G. Jordan, 'Compression of Stereo Video Streams', in SMPTE Proc. International Workshop on HDTV '93, Ottawa, Ontario, CANADA, Elsevier, October 1993
11 S. T. Lim, K. H. Bae, and E. S. Kim, 'A New Approach for 3-Dimensional Object Tracking & Display System', Proc. of SPIE, Vol. 4736, April 2002