Improving Performance of Digital Image Stabilization using Adoptive motion estimation Area selection

적응적 움직임 추정영역 선택을 사용한 영상안정화 성능개선

  • Published : 2008.09.25

Abstract

In this paper we propose a novel method which improves digital image stabilization performance using adoptive selection of motion estimation area. Candidate area for motion estimation is decided and through two processes, multi image reference and edge energy distinction, final motion estimation area is selected. Then Motion estimation and compensation is following in selected area. Experimental results show that proposed method improves performance of digital image stabilization.

본 논문은 적웅적 움직임 추정영역 선택을 사용한 디지털 영상안정화의 성능개선에 대한 새로운 방법을 제시한다. 움직임 추정을 위한 후보영역을 선정하고 그 중에서 제안하는 두 가지 방법인 다중 영상 참조와 윤곽에너지 판별을 통해 최종 움직임 추정영역을 선택한다. 정해진 영역에서 움직임을 추정하고 보상한다. 실험을 통해 제안하는 방법이 영상안정화의 성능을 향상 시킴을 보인다.

Keywords

References

  1. S. Ko, S. Lee, S. Jeon, and E. Kang, "Fast digital image stabilizer based on gray-coded bitplane matching," IEEE Trans. Consumer Electronics, vol. 45, pp. 598-603, 1999 https://doi.org/10.1109/30.793546
  2. J. Paik, Y. Park, and D. Kim, "An adaptive motion dicision system for digital image stabilizer based on edge pattern matching," IEEE Trans. Consumer Electronics, vol. 38, pp.607-615, 1992 https://doi.org/10.1109/30.156744
  3. K. Uomori, A. Morimura, H. Ishii, and Y. Kitamura, "Automatic image stabilization system by full-digital signal processing," IEEE Trans. Consumer Electronics, vol. 36, pp. 510-519, 1990 https://doi.org/10.1109/30.103167
  4. F. Vella, A. Castorina, Massimo, and G. Messina, "Digital image stabilization by adaptive block motion vectors filtering," IEEE Trans. Consumer Electronics, vol. 48, pp. 796-801, 2002 https://doi.org/10.1109/TCE.2002.1037077
  5. S. Erturk, "Digital Image Stabilization with Sub-Image Phase Correlation Based Global Motion Estimation," IEEE Trans. Consumer Electronics, vol. 49, pp. 1320-1325, 2003 https://doi.org/10.1109/TCE.2003.1261235
  6. A. Oppenheim, A. Willsky and S. Hamid Nawab, "Signals and Systems", Prentice Hall, 1997
  7. O. Kwon, J. Shin, and J. Paik, "Video stabilization using Kalman filter phase correlation matching," Proc. ICIAR 2005, LNCS, vol. 3656, pp. 141-148, September 2005