Abstract

An algorithm is proposed for registering images related by translation, rotation, and scale based on angular and radial difference functions. In frequency domain, the spatial translation parameters are computed via phase correlation method. The magnitudes of images are represented in log-polar grid, and the angular and radial difference functions are given and applied to measure shifts in both angular and radial dimensions for rotation and scale estimation. Experimental results show that this method achieves the same accurate level as classic fast Fourier transform (FFT) based method with invariance to illumination change and lower computation costs.

© 2008 Chinese Optics Letters

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  1. L. G. Brown, ACM Computing Surveys 24, 325 (1992).
  2. B. Zitová and J. Flusser, Image and Vision Computing 21, 977 (2003).
  3. J. B. A. Maintz and M. A. Viergever, Medical Image Analysis 2, 1 (1998).
  4. G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).
  5. J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. IEEE Trans. Medical Imaging 22, 986 (2003).
  6. F. Ye, L. Su, and S. Li, Chin. Opt. Lett. 4, 386 (2006).
  7. X. Yang and J. Pei, Chin. Opt. Lett. 3, 510 (2005).
  8. L. Song, Y. Zhou, and J. Zhou, Chin. Opt. Lett. 3, 392 (2005).
  9. B. S. Reddy and B. N. Chatterji, IEEE Trans. Image Processing 5, 1266 (1996).
  10. L. Lucchese and G. M. Cortelazzo, IEEE Trans. Signal Processing 48, 1769 (2000).
  11. J. Jin, Q. Wang, and Y. Shen, Chin. Opt. Lett. 5, 389 (2007).
  12. Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).
  13. Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

2008 (1)

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

2007 (1)

2006 (1)

2005 (4)

Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).

Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

X. Yang and J. Pei, Chin. Opt. Lett. 3, 510 (2005).

L. Song, Y. Zhou, and J. Zhou, Chin. Opt. Lett. 3, 392 (2005).

2003 (2)

J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. IEEE Trans. Medical Imaging 22, 986 (2003).

B. Zitová and J. Flusser, Image and Vision Computing 21, 977 (2003).

2000 (1)

L. Lucchese and G. M. Cortelazzo, IEEE Trans. Signal Processing 48, 1769 (2000).

1998 (1)

J. B. A. Maintz and M. A. Viergever, Medical Image Analysis 2, 1 (1998).

1996 (1)

B. S. Reddy and B. N. Chatterji, IEEE Trans. Image Processing 5, 1266 (1996).

1992 (1)

L. G. Brown, ACM Computing Surveys 24, 325 (1992).

Averbuch, A.

Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).

Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

Brown, L. G.

L. G. Brown, ACM Computing Surveys 24, 325 (1992).

Chatterji, B. N.

B. S. Reddy and B. N. Chatterji, IEEE Trans. Image Processing 5, 1266 (1996).

Cortelazzo, G. M.

L. Lucchese and G. M. Cortelazzo, IEEE Trans. Signal Processing 48, 1769 (2000).

Flusser, J.

B. Zitová and J. Flusser, Image and Vision Computing 21, 977 (2003).

Israeli, M.

Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

Jin, J.

Keller, Y.

Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).

Li, S.

Liu, D.

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

Liu, F.

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

Liu, G.

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

Lucchese, L.

L. Lucchese and G. M. Cortelazzo, IEEE Trans. Signal Processing 48, 1769 (2000).

Maintz, J. B. A.

J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. IEEE Trans. Medical Imaging 22, 986 (2003).

J. B. A. Maintz and M. A. Viergever, Medical Image Analysis 2, 1 (1998).

Pei, J.

Pluim, J. P. W.

J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. IEEE Trans. Medical Imaging 22, 986 (2003).

Reddy, B. S.

B. S. Reddy and B. N. Chatterji, IEEE Trans. Image Processing 5, 1266 (1996).

Shen, Y.

Shkolnisky, Y.

Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).

Song, L.

Su, L.

Viergever, M. A.

J. B. A. Maintz and M. A. Viergever, Medical Image Analysis 2, 1 (1998).

Wang, Q.

Yang, X.

Ye, F.

Zhou, J.

Zhou, Y.

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

L. Song, Y. Zhou, and J. Zhou, Chin. Opt. Lett. 3, 392 (2005).

Zitová, B.

B. Zitová and J. Flusser, Image and Vision Computing 21, 977 (2003).

ACM Computing Surveys (1)

L. G. Brown, ACM Computing Surveys 24, 325 (1992).

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

G. Liu, D. Liu, F. Liu, and Y. Zhou, Acta Opt. Sin. (in Chinese) 28, 454 (2008).

and M. A. Viergever. IEEE Trans. Medical Imaging (1)

J. P. W. Pluim, J. B. A. Maintz, and M. A. Viergever. IEEE Trans. Medical Imaging 22, 986 (2003).

Chin. Opt. Lett. (4)

IEEE Trans. Image Processing (2)

B. S. Reddy and B. N. Chatterji, IEEE Trans. Image Processing 5, 1266 (1996).

Y. Keller, A. Averbuch, and M. Israeli, IEEE Trans. Image Processing 14, 12 (2005).

IEEE Trans. Pattern Anal. Machine Intell. (1)

Y. Keller, Y. Shkolnisky, and A. Averbuch, IEEE Trans. Pattern Anal. Machine Intell. 27, 969 (2005).

IEEE Trans. Signal Processing (1)

L. Lucchese and G. M. Cortelazzo, IEEE Trans. Signal Processing 48, 1769 (2000).

Image and Vision Computing (1)

B. Zitová and J. Flusser, Image and Vision Computing 21, 977 (2003).

Medical Image Analysis (1)

J. B. A. Maintz and M. A. Viergever, Medical Image Analysis 2, 1 (1998).

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