Journal of Institute of Control, Robotics and Systems (제어로봇시스템학회논문지)

Institute of Control, Robotics and Systems (제어로봇시스템학회)
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A Stabilization Method for Rotated and Translated Images

회전 및 병진 흔들림 영상의 안정화 기법

  • Published : 2006.07.01
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Abstract

This paper presents a rotational motion estimation and correction technique for digital image stabilization. An equivalent rotation model is derived so as to accommodate a combined rotational and the translational motion. Thanks to this simplification, the suggested estimation algorithm can directly find the rotational center using geometric characteristic of local motion vectors instead of using searching method. And we also present recursive version of frame to reference algorithm(FRA) for the real time implementation. The proposed DIS system does not require time consuming parameter searching process, while showing comparatively good performance compared with the previous ones. To show the effectiveness of the DIS scheme, the algorithm has been implemented on the DSP based hardware system and experimental results are also discussed.

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References

  1. K. Uomori, A. Morimura, and H. Ishii, 'Electronic image stabilization system for video cameras and VCRs,' Journal of the Society of Motion Picture Television Engineers, vol. 101, pp. 66-75, 1992
  2. J. K. Pail, Y. C. Park, and D. W. Kim, 'An adaptive motion decision system for digital image stabilizer based on edge pattern matching,' IEEE Transactions on Consumer Electronics, vol. 38, pp. 607-615, 1992 https://doi.org/10.1109/30.156744
  3. S. J. Ko, S. H. Lee, and K. H. Lee, 'Digital image stabilizing algorithms based on bit-plane matching,' IEEE Transactions on Consumer Electronics, vol. 44, pp. 617-622, 1998 https://doi.org/10.1109/30.713172
  4. S. J. Ko, S. H. Lee, S. W. Jeon, and E. S. Kang, 'Fast digital image stabilizer based on gray-coded bit-plane matching,' IEEE Transactions on Consumer Electronics vol. 45, pp. 598-603, 1999 https://doi.org/10.1109/30.793546
  5. S. Erturk, and T. J. Dennis, 'Image sequence stabilization based on DFT filtering,' IEEE Proceedings on Image Vision and Signal Processing, vol. 127, pp. 95-102, 2000
  6. A. Burt, and P. Anandan, 'Image stabilization by registration to a reference mosaic,' Proceedings of ARPA Image Understanding Workshop, pp. 425-434, 1994
  7. C. Morimoto, and R. Chellappa, 'Fast electronic digital image stabilization for off-road navigation,' Real-Time Imaging, vol. 2, pp. 285-296, 1996 https://doi.org/10.1006/rtim.1996.0030
  8. J. Y. Chang, W. F. Hu, M. H. Cheng, and G. S. Chang, 'Digital image translational and rotational motion stabilization using optical flow technique.' IEEE Transactions on Consumer Electronics, vol. 48, no. 1, pp. 108-115, 2002 https://doi.org/10.1109/TCE.2002.1010098
  9. A. Murat Tekalp, Digital Video Processing, Prentice Hall, 1995
  10. 석호동, 유준, 김도종,' 영상 안정화를 위한 회전중심 및 각도추정기법,' 제어.자동화.시스템공학 논문지, 제10권 제7호, pp. 611-617, 2004
  11. C. Morimoto and R. Cellappa. 'Evaluation of image stabilization algorithms,' Proceedings of IEEE Conf. on Acoustics, Speech, and Signal processing, vol. 5, pp. 2789-2792, Seattle, WA, May 1998 https://doi.org/10.1109/ICASSP.1998.678102