Abstract

A fast video stabilization method is presented, which consists of sub-image phase correlation based global motion estimation, Kalman filtering based motion smoothing and motion modification based compensation. Global motion is decided using phase correlation in four sub-images. Then, the motion vectors are accumulated to be Kalman filtered for smoothing. The ordinal motion compensation is applied to each frame with modification to prevent error propagation. Experimental results show that this stabilization system can remove unwanted translational jitter of video sequences and follow intentional scan at real-time speed.

© 2006 Chinese Optics Letters

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  1. F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).
  2. S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).
  3. J. Zhu and B. Guo, Acta Opt. Sin. (in Chinese) 26, 516 (2006).
  4. S. Erturk and T. J. Dennis, IEEE Proc. on Image Vision and Signal Processing 147, 95 (2000).
  5. Y. He and X. Yang, Chin. Opt. Lett. 2, 323 (2004).

2006 (1)

J. Zhu and B. Guo, Acta Opt. Sin. (in Chinese) 26, 516 (2006).

2004 (1)

2002 (1)

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

2000 (1)

S. Erturk and T. J. Dennis, IEEE Proc. on Image Vision and Signal Processing 147, 95 (2000).

1998 (1)

S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).

Castorina, A.

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

Dennis, T. J.

S. Erturk and T. J. Dennis, IEEE Proc. on Image Vision and Signal Processing 147, 95 (2000).

Erturk, S.

S. Erturk and T. J. Dennis, IEEE Proc. on Image Vision and Signal Processing 147, 95 (2000).

Guo, B.

J. Zhu and B. Guo, Acta Opt. Sin. (in Chinese) 26, 516 (2006).

He, Y.

Ko, S.-J.

S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).

Lee, K. H.

S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).

Lee, S.-H.

S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).

Mancuso, M.

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

Messina, G.

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

Vella, F.

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

Yang, X.

Zhu, J.

J. Zhu and B. Guo, Acta Opt. Sin. (in Chinese) 26, 516 (2006).

Acta Opt. Sin. (in Chinese) (1)

J. Zhu and B. Guo, Acta Opt. Sin. (in Chinese) 26, 516 (2006).

Chin. Opt. Lett. (1)

IEEE Proc. on Image Vision and Signal Processing (1)

S. Erturk and T. J. Dennis, IEEE Proc. on Image Vision and Signal Processing 147, 95 (2000).

IEEE Trans. Consum. Electron. (2)

F. Vella, A. Castorina, M. Mancuso, and G. Messina, IEEE Trans. Consum. Electron. 48, 796 (2002).

S.-J. Ko, S.-H. Lee, and K. H. Lee, IEEE Trans. Consum. Electron. 44, 617 (1998).

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