Abstract

In this paper, an image fusion method is proposed based on the non-separable wavelet frame (NWF) for merging a high-resolution panchromatic image and a low-resolution multispectral image. The lowfrequency part of the panchromatic image is directly substituted by multispectral image. As a result, the multispectral information of the multispectral image can be preserved effectively in the fused image. Due to multiscale method for enhancing the high-frequency parts of the panchromatic image, spatial information of the fused image can be improved. Experimental results indicate that the proposed method outperforms the intensity-hue-saturation (IHS) transform, discrete wavelet transform and separable wavelet frame inpreserving spectral and spatial information.

© 2005 Chinese Optics Letters

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  2. P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).
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  4. J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).
  5. S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).
  6. G. Karlsson and M. Vetterli, IEEE Trans. on Acoustics Speech and Signal Processing 38, 925 (1990).
  7. M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).
  8. M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

2002 (1)

S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).

1999 (1)

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

1998 (1)

J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).

1994 (1)

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

1992 (1)

V. K. Sheffigara, Photogrammetric Engineering and Remote Sensing 58, 561 (1992).

1991 (1)

P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).

1990 (2)

J. W. Carper, T. M. Lillesand, and R. W. Kiefer, Photogrammetric Engineering and Remote Sensing 56, 459 (1990).

G. Karlsson and M. Vetterli, IEEE Trans. on Acoustics Speech and Signal Processing 38, 925 (1990).

Aach, T.

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

Anderson, J. A.

P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).

Antonini, M.

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

Barlaud, M.

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

Buzug, T. M.

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

Carper, J. W.

J. W. Carper, T. M. Lillesand, and R. W. Kiefer, Photogrammetric Engineering and Remote Sensing 56, 459 (1990).

Chavez, P. S.

P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).

Civco, D. L.

J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).

Dippel, S.

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

Gaidon, T.

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

Ianes, T. K.

S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).

Karlsson, G.

G. Karlsson and M. Vetterli, IEEE Trans. on Acoustics Speech and Signal Processing 38, 925 (1990).

Kiefer, R. W.

J. W. Carper, T. M. Lillesand, and R. W. Kiefer, Photogrammetric Engineering and Remote Sensing 56, 459 (1990).

Li, S. T.

S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).

Lillesand, T. M.

J. W. Carper, T. M. Lillesand, and R. W. Kiefer, Photogrammetric Engineering and Remote Sensing 56, 459 (1990).

Mathieu, P.

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

Neitzel, U.

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

Sheffigara, V. K.

V. K. Sheffigara, Photogrammetric Engineering and Remote Sensing 58, 561 (1992).

Silander, J. A.

J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).

Slides, S. C.

P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).

Sole, P.

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

Stahl, M.

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

Vetterli, M.

G. Karlsson and M. Vetterli, IEEE Trans. on Acoustics Speech and Signal Processing 38, 925 (1990).

Wang, Y. N.

S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).

Zhou, J.

J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).

IEEE Trans. on Acoustics Speech and Signal Processing (1)

G. Karlsson and M. Vetterli, IEEE Trans. on Acoustics Speech and Signal Processing 38, 925 (1990).

IEEE Trans. on Image Processing. (1)

M. Barlaud, P. Sole, T. Gaidon, M. Antonini, and P. Mathieu, IEEE Trans. on Image Processing. 3, 367 (1994).

International J. Information Fusion (1)

S. T. Li, T. K. Ianes, and Y. N. Wang, International J. Information Fusion 3, 17 (2002).

International J. Remote Sensing (1)

J. Zhou, D. L. Civco, and J. A. Silander, International J. Remote Sensing 19, 743 (1998).

Photogrammetric Engineering and Remote Sensing (3)

J. W. Carper, T. M. Lillesand, and R. W. Kiefer, Photogrammetric Engineering and Remote Sensing 56, 459 (1990).

P. S. Chavez, S. C. Slides, and J. A. Anderson, Photogrammetric Engineering and Remote Sensing 57, 295 (1991).

V. K. Sheffigara, Photogrammetric Engineering and Remote Sensing 58, 561 (1992).

Proc. SPIE (1)

M. Stahl, T. Aach, T. M. Buzug, S. Dippel, and U. Neitzel, Proc. SPIE 3661, 1406 (1999).

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