DOI QR코드

DOI QR Code

Euler Angle-Based Global Motion Estimation Model for Digital Image Stabilization

디지털 영상 안정화를 위한 오일러각 기반 전역 움직임 추정 모델

  • 곽휘권 (충남대학교 전자공학과) ;
  • 유준 (충남대학교 전자공학과)
  • Received : 2010.07.05
  • Accepted : 2010.09.01
  • Published : 2010.11.01

Abstract

This paper treats the DIS (Digital Image Stabilization) problem subject to base motions such as translation, rotation and zoom. For the local motion estimation from a raw image, the Harris corner detection algorithm is exploited to extract feature points, and comparing those of consecutive images, the zoom ratio (scale factor) is computed. For the global motion estimation, an equivalent model is derived to account for a 3-dimensional composite motion from which the center point and Euler angle can be determined. Finally, the motion compensation follows. To show the effectiveness of the present DIS scheme, experimental results for synthetic images are illustrated.

Keywords

References

  1. 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 Trans. on Consumer Electronics, vol. 48, no. 1, pp. 108-115, Feb. 2002. https://doi.org/10.1109/TCE.2002.1010098
  2. H. D. Seok and J. Lyou, “A stabilization method for rotated and translated images,” Journal of Control, Automation, and System Engineers, vol. 12, no. 8, pp. 810-817, Aug. 2006. https://doi.org/10.5302/J.ICROS.2006.12.8.810
  3. G. Jian, H. XinHan, and P. Gang, “A feature detection method based on Harris corner and difference of Gaussian,” Pattern recognition and artificial intelligence, vol. 21, no. 2, pp. 171-176, Dec. 2008.
  4. D. Li and Y. Kimhui, “A fuzzy K-nearest-neighbor algorithm to blind image deconvolution,” IEEE International Conference n Systems, Man and Cybernetics, vol. 3, pp. 2049-1054, Oct. 2003.
  5. L. Xu and X. Lin, “Digital image stabilization based on circular block matching,” IEEE Trans. on Consumer Electronics, vol. 52. no. 2, pp. 566-574, May 2006. https://doi.org/10.1109/TCE.2006.1649681
  6. C. Morimoto and R. Cellappa, “Fast electronic digital image stabilization for off-road navigation,” Real-Time Imaging, vol. 2, pp. 285-296, Apr. 1996. https://doi.org/10.1006/rtim.1996.0030
  7. C. Morimoto and R. Cellappa, “Evaluation of image stabilization algorithms,” IEEE Conference on Acoustics, Speech and Signal Processing, vol. 5, pp. 2789-2792, May 1999. https://doi.org/10.1109/ICASSP.1998.678102
  8. K. Uonori, A. Morimura, and H. Ishii, “Electonic image stabilization system for video cameras and VCRs,” Journal of the Society of Motion Picture Television Engineers, vol 101, pp. 66-75, Oct. 1992.