Abstract
In this paper, efforts were made to merge IKONOS panchromatic image with multispectral images using wavelet transform, Intensity-Hue-Saturation (IHS), multiplicative, and Principal Components Analysis (PCA) methods. Numerical comparisons were made to evaluate the effect of different fusion methods on the distortion of spectral characteristics. Likewise, analysis was done on different image fusion results based on land surface materials. Finally, the results of the building outline extraction from fused images and panchromatic image were compared. They show that the extraction of the building boundary from the fused image is better than from the panchromatic image in terms of boundary connection.
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Foley, J.D., A. van Dam, Feiner, S.K., and Hughes, J.F. (1990)Computer Graphics: Principles and Practice (second edition). Addison-Wesley Publishing Company.
Garguet-Duport, B., Girei, J., Chassery, J., and Pautou, G. (1996) “The use of multiresolution analysis and wavelets transform for merging SPOT panchromatic and multispectral image data”.PE & RS, Vol. 62, No. 9, pp. 1057–1066.
Haala, N. and Bohm, J. (2003) “A multi-sensor system for positioning in urban environments”.ISPRS Journal of Photogrammetry & Remote Sensing, Vol. 58, pp. 32–42.
Lilliesand, M. and Kiffer, W. (1994)Remote Sensing and Image Interpretation. John Wiley & Sons.
Mallat, S. G. (1989) “A theory for multiresolution signal decomposition: the wavelet representation”.IEEE Trans. Pattern Anal. Machine Intell., Vol. 11, No. 7, pp. 674–693.
NASA. SRTM Web page. http://www.jpl.nasa.gov/strm (accessed 25 January 2003).
N'ũnez., J., Otazu X., Fors, O., Prades, A., V., cPalà, and Arbiol, R. (1999) “Multiresolution-based image fusion with additive wavelet decomposition”.IEEE Trans. Geoscience & Remote Sensing, Vol. 37, No. 3, pp. 1204–1211.
Pohl, C. and Genderen, J.L. (1998) “Mutisensor image fusion in remote sensing: concepts, methods and application”.International Journal of Remote Sensing, Vol. 19, No. 5, pp. 823–854.
Ranchin, T. and Wald, L. (2000) “Fusion of high spatial and spectral resolution images: the ARSIS concept and its implementation”.PE & RS, Vol. 66, No. 1, pp. 49–61.
Scheunders, P. (2000) “Multiscale edge representation applied to image fusion”,Proceedings of Wavelet Applications in Signal and Image Processing VIII, SPIE's Annual Meeting. San Diego, USA, July 30-August 4, 2000.
Zhou, J., Civco, D.L., and Silander, J.A. (1998) “A wavelet transform method to merge Landsat TM and SPOT panchromatic data”.International Journal of Remote Sensing. Vol. 19, No. 4, pp. 743–757.
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The manuscript for this paper was submitted for review on April 18, 2003.
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Sohn, HG., Yun, K. & Chang, H. Analysis of image fusion methods using IKONOS imagery. KSCE J Civ Eng 7, 577–584 (2003). https://doi.org/10.1007/BF02838320
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DOI: https://doi.org/10.1007/BF02838320