Abstract

An improved Pan-sharpening algorithm appropriate to vegetation applications is proposed to fusea set of IKONOS panchromatic (PAN) and multispectral image (MSI) data. The normalized difference vegetation index (NDVI) is introduced to evaluate the quality of fusion products. Compared with other methods such as principal component analysis (PCA), wavelet transform (WT), and curvelet transform (CT), this algorithm has a better trade-off between keeping the spatial and spectral information. The NDVI performances indicate that the fusion product of this method is more suitable for vegetation applications than the other methods.

© 2009 Chinese Optics Letters

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  1. C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).
  2. T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).
  3. T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).
  4. L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).
  5. X. Sun, J. Geomatics (in Chinese) 33, (3) 40 (2008).
  6. L. Alparone, B. Aiazzi, S. Baronti, and A. Garzelli, in Proc. Int. Geosci. Remote Sens. Symp. 458 (2003).
  7. Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).
  8. W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).
  9. A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).
  10. K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).
  11. Q. Zhang and B. Guo, Act. Opt. Sin. (in Chinese) 28, 74 (2008).
  12. Q. Tian and X. Min, Advance in Earth Sciences (in Chinese) 13, 327 (1998).
  13. E. Swinnen and F. Veroustraete, IEEE Trans. Geosci. Remote Sens. 46, 558 (2008).
  14. Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).
  15. N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).
  16. L. Wald, IEEE Trans. Geosci. Remote Sens. 37, 1190 (1999).
  17. X. Xu, Remote Sensing Physics (in Chinese) (Peking University Press, Beijing, 2005).

2008 (8)

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).

K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).

Q. Zhang and B. Guo, Act. Opt. Sin. (in Chinese) 28, 74 (2008).

E. Swinnen and F. Veroustraete, IEEE Trans. Geosci. Remote Sens. 46, 558 (2008).

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).

X. Sun, J. Geomatics (in Chinese) 33, (3) 40 (2008).

2007 (1)

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

2005 (2)

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).

2003 (1)

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

2001 (1)

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

1999 (1)

L. Wald, IEEE Trans. Geosci. Remote Sens. 37, 1190 (1999).

1998 (1)

Q. Tian and X. Min, Advance in Earth Sciences (in Chinese) 13, 327 (1998).

Aiazzi, B.

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

Alparone, L.

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

Armenakis, C.

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

Baronti, S.

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

Capobianco, L.

A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).

Chang, W.

K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).

Chanussot, J.

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

Chen, Y.

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).

Deng, L.

L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).

Dou, W.

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

Garzelli, A.

A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).

Guo, B.

Q. Zhang and B. Guo, Act. Opt. Sin. (in Chinese) 28, 74 (2008).

Guo, L.

K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).

Huang, P. S.

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

Jiang, N.

N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).

Li, D.

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

Li, J.

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).

Li, Q.

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

Li, W.

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

Li, X.

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

Liu, K.

K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).

Mao, J.

N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).

Min, X.

Q. Tian and X. Min, Advance in Earth Sciences (in Chinese) 13, 327 (1998).

Nencini, F.

A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).

Ranchin, T.

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

Shyu, H.-C.

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

Su, S.-C.

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

Sui, D. Z.

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

Sun, X.

X. Sun, J. Geomatics (in Chinese) 33, (3) 40 (2008).

Swinnen, E.

E. Swinnen and F. Veroustraete, IEEE Trans. Geosci. Remote Sens. 46, 558 (2008).

Thomas, C.

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

Tian, Q.

Q. Tian and X. Min, Advance in Earth Sciences (in Chinese) 13, 327 (1998).

Tu, T.-M.

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

Veroustraete, F.

E. Swinnen and F. Veroustraete, IEEE Trans. Geosci. Remote Sens. 46, 558 (2008).

Wald, L.

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

L. Wald, IEEE Trans. Geosci. Remote Sens. 37, 1190 (1999).

Wang, Y.

N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).

Wang, Z.

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

Wu, Z.

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

Xue, Y.

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

Zeng, Y.

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

Zhang, Q.

Q. Zhang and B. Guo, Act. Opt. Sin. (in Chinese) 28, 74 (2008).

Ziou, D.

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

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

Q. Zhang and B. Guo, Act. Opt. Sin. (in Chinese) 28, 74 (2008).

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

K. Liu, L. Guo, and W. Chang, Acta Opt. Sin. (in Chinese) 28, 681 (2008).

Advance in Earth Sciences (in Chinese) (1)

Q. Tian and X. Min, Advance in Earth Sciences (in Chinese) 13, 327 (1998).

Chin. J. Sci. Instrum. (in Chinese) (1)

N. Jiang, Y. Wang, and J. Mao, Chin. J. Sci. Instrum. (in Chinese) 29, 61 (2008).

Comput. Geosci. (1)

W. Dou, Y. Chen, X. Li, and D. Z. Sui, Comput. Geosci. 33, 219 (2007).

IEEE Trans. Geosci. Remote Sens. (5)

A. Garzelli, F. Nencini, and L. Capobianco, IEEE Trans. Geosci. Remote Sens. 46, 228 (2008).

C. Thomas, T. Ranchin, L. Wald, and J. Chanussot, IEEE Trans. Geosci. Remote Sens. 46, 1301 (2008).

L. Wald, IEEE Trans. Geosci. Remote Sens. 37, 1190 (1999).

Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, IEEE Trans. Geosci. Remote Sens. 43, 1391 (2005).

E. Swinnen and F. Veroustraete, IEEE Trans. Geosci. Remote Sens. 46, 558 (2008).

Information Fusion (1)

T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, Information Fusion 2, 177 (2001).

ISPRS J. Photogramm. Remote Sens. (1)

T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, ISPRS J. Photogramm. Remote Sens. 58, 4 (2003).

J. Geomatics (in Chinese) (1)

X. Sun, J. Geomatics (in Chinese) 33, (3) 40 (2008).

J. Infrared Millim. Waves (in Chinese) (1)

L. Deng, Y. Chen, and J. Li, J. Infrared Millim. Waves (in Chinese) 24, 34 (2005).

Science of Surveying and Mapping (in Chinese) (1)

Z. Wu, W. Li, Y. Zeng, J. Li, and Y. Xue, Science of Surveying and Mapping (in Chinese) 33, 98 (2008).

Other (2)

X. Xu, Remote Sensing Physics (in Chinese) (Peking University Press, Beijing, 2005).

L. Alparone, B. Aiazzi, S. Baronti, and A. Garzelli, in Proc. Int. Geosci. Remote Sens. Symp. 458 (2003).

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