Abstract

We propose a rapid spectral matching method by lowering number of comparisons, processing time can be saved. Firstly, 1-norm is chosen as length measure of spectrum, and with this criterion, a 1-norm database is built. Secondly, a subspace is constructed from the whole reference library by retaining the references with the most similar 1-norm values. Finally, matching operations are performed in the subspace to obtain the match result. Simulations of geological mapping with ASTER spectral library show that the proposed method can significantly reduce processing time and enhance accuracy compared with traditional and dimension reduction methods.

© 2012 Chinese Optics Letters

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  1. J. Mielikainen and P. Toivanen, IEEE Geosci. Remote Sens. Lett. 5, 474 (2008).
  2. H. Su and Y. Sheng, Chin. Opt. Lett. 8, 811 (2010).
  3. P. Du, W. Zhang, and J. Xia, Chin. Opt. Lett. 9, 031002 (2011).
  4. J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).
  5. A. Plaza, J. A. Benediktsson, J. W. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. C. Tilton, and G. Trianni, Remote Sens. Environ. 113, (suppl. 1) S110 (2009).
  6. Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).
  7. Van der Meer, International J. App. Earth Observation and Geoinformation 8, 3 (2006).
  8. N. Keshava, IEEE Trans. Geosci. Remote Sens. 42, 1552 (2004).
  9. S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).
  10. B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).
  11. H. Yao and L. Tian, IEEE Trans. Geosci. Remote Sens. 41, 1469 (2003).
  12. N. Renard and S. Bourennane, IEEE Trans. Geosci. Remote Sens. 47, 1123 (2009).
  13. L. O. Jimenez and D. A. Landgrebe, IEEE Trans. Geosci. Remote Sens. 37, 2653 (1999).
  14. A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).
  15. S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).
  16. B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).
  17. X. Li and J. Liu, in Proceedings of Image Analysis and Signal 114 (2009).
  18. D. Manolakis and G. Shaw, IEEE Signal Processing Magazine 19, 29 (2002).

2011

2010

H. Su and Y. Sheng, Chin. Opt. Lett. 8, 811 (2010).

J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).

2009

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

N. Renard and S. Bourennane, IEEE Trans. Geosci. Remote Sens. 47, 1123 (2009).

2008

J. Mielikainen and P. Toivanen, IEEE Geosci. Remote Sens. Lett. 5, 474 (2008).

2007

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

2006

Van der Meer, International J. App. Earth Observation and Geoinformation 8, 3 (2006).

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

2005

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

2004

N. Keshava, IEEE Trans. Geosci. Remote Sens. 42, 1552 (2004).

2003

S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).

H. Yao and L. Tian, IEEE Trans. Geosci. Remote Sens. 41, 1469 (2003).

2002

D. Manolakis and G. Shaw, IEEE Signal Processing Magazine 19, 29 (2002).

1999

L. O. Jimenez and D. A. Landgrebe, IEEE Trans. Geosci. Remote Sens. 37, 2653 (1999).

Backer, S. De

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

Bourennane, S.

N. Renard and S. Bourennane, IEEE Trans. Geosci. Remote Sens. 47, 1123 (2009).

Chanussot, J.

J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).

Crawford, M. M.

J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).

Damper, R. I.

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

Debruyn, W.

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

Du, P.

El-Ghazawi, T.

S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).

GarciaSevilla, P.

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

Gunn, S. R.

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

Guo, B.

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

Haavardsholm, T. V.

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

Jimenez, L. O.

L. O. Jimenez and D. A. Landgrebe, IEEE Trans. Geosci. Remote Sens. 37, 2653 (1999).

Kaewpijit, S.

S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).

Kasen, I.

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

Kempeneers, P.

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

Keshava, N.

N. Keshava, IEEE Trans. Geosci. Remote Sens. 42, 1552 (2004).

Kuo, B.

J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).

Landgrebe, D. A.

L. O. Jimenez and D. A. Landgrebe, IEEE Trans. Geosci. Remote Sens. 37, 2653 (1999).

Magli, E.

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

Manolakis, D.

D. Manolakis and G. Shaw, IEEE Signal Processing Magazine 19, 29 (2002).

Martinez-Uso, A.

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

Meer, Van der

Van der Meer, International J. App. Earth Observation and Geoinformation 8, 3 (2006).

Mielikainen, J.

J. Mielikainen and P. Toivanen, IEEE Geosci. Remote Sens. Lett. 5, 474 (2008).

Moigne, J. Le

S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).

Nelson, J. D. B.

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

Olmo, G.

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

Penna, B.

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

Pla, F.

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

Renard, N.

N. Renard and S. Bourennane, IEEE Trans. Geosci. Remote Sens. 47, 1123 (2009).

Scheunders, P.

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

Shaw, G.

D. Manolakis and G. Shaw, IEEE Signal Processing Magazine 19, 29 (2002).

Sheng, Y.

Skauli, T.

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

Sotoca, J. M.

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

Su, H.

Tarabalka, Y.

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

Tian, L.

H. Yao and L. Tian, IEEE Trans. Geosci. Remote Sens. 41, 1469 (2003).

Tillo, T.

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

Toivanen, P.

J. Mielikainen and P. Toivanen, IEEE Geosci. Remote Sens. Lett. 5, 474 (2008).

Xia, J.

Yao, H.

H. Yao and L. Tian, IEEE Trans. Geosci. Remote Sens. 41, 1469 (2003).

Zhang, W.

Chin. Opt. Lett.

IEEE Geosci. Remote Sens. Lett.

S. De Backer, P. Kempeneers, W. Debruyn, and P. Scheunders, IEEE Geosci. Remote Sens. Lett. 2, 319 (2005).

B. Guo, S. R. Gunn, R. I. Damper, and J. D. B. Nelson, IEEE Geosci. Remote Sens. Lett. 3, 522 (2006).

J. Mielikainen and P. Toivanen, IEEE Geosci. Remote Sens. Lett. 5, 474 (2008).

IEEE Signal Processing Magazine

D. Manolakis and G. Shaw, IEEE Signal Processing Magazine 19, 29 (2002).

IEEE Trans. Geosci. Remote Sens.

J. Chanussot, M. M. Crawford, and B. Kuo, IEEE Trans. Geosci. Remote Sens. 48, 3871 (2010).

N. Keshava, IEEE Trans. Geosci. Remote Sens. 42, 1552 (2004).

S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, IEEE Trans. Geosci. Remote Sens. 41, 863 (2003).

B. Penna, T. Tillo, E. Magli, and G. Olmo, IEEE Trans. Geosci. Remote Sens. 45, 1408 (2007).

H. Yao and L. Tian, IEEE Trans. Geosci. Remote Sens. 41, 1469 (2003).

N. Renard and S. Bourennane, IEEE Trans. Geosci. Remote Sens. 47, 1123 (2009).

L. O. Jimenez and D. A. Landgrebe, IEEE Trans. Geosci. Remote Sens. 37, 2653 (1999).

A. Martinez-Uso, F. Pla, J. M. Sotoca, and P. GarciaSevilla, IEEE Trans. Geosci. Remote Sens. 45, 4158 (2007).

International J. App. Earth Observation and Geoinformation

Van der Meer, International J. App. Earth Observation and Geoinformation 8, 3 (2006).

J. Real-Time Image Proc.

Y. Tarabalka, T. V. Haavardsholm, I. Kasen, and T. Skauli, J. Real-Time Image Proc. 4, 287 (2009).

Other

A. Plaza, J. A. Benediktsson, J. W. Boardman, J. Brazile, L. Bruzzone, G. Camps-Valls, J. Chanussot, M. Fauvel, P. Gamba, A. Gualtieri, M. Marconcini, J. C. Tilton, and G. Trianni, Remote Sens. Environ. 113, (suppl. 1) S110 (2009).

X. Li and J. Liu, in Proceedings of Image Analysis and Signal 114 (2009).

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