Simulation of low-resolution panchromatic images by multivariate linear regression for pan-sharpening IKONOS imageries

IEEE Geoscience and Remote Sensing Letters

Volumn 7, Issue 3, 2010, Pages 515-519

  Wang, Zhongwu ^a   Liu, Shunxi ^a   You, Shucheng ^a   Huang, Xin ^b  

^a China Land Surveying and Planning Institute   (China)

^b WUHAN UNIVERSITY   (China)

Author keywords

Bucketing technique; constrained least squares; fusion; multivariate linear regression; support vector machine (SVM)

Indexed keywords

CONSTRAINED LEAST SQUARES; CORRESPONDING SOLUTIONS; FUSION QUALITY; HIGH FREQUENCY HF; HIGH RESOLUTION; IKONOS DATA; IKONOS IMAGERY; LOW FREQUENCY; MULTISPECTRAL IMAGES; MULTIVARIATE LINEAR REGRESSIONS; PAN-SHARPENING; PANCHROMATIC IMAGES; WEIGHTED AVERAGES; WEIGHTING COEFFICIENT;

PIXELS; SUPPORT VECTOR MACHINES;

LINEAR REGRESSION;

EID: 77954621905     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2010.2040706     Document Type: Article

References (10)

1. T.-M. Tu, S. H. Ping, C.-L. Hung, and C.-P. Chang, "A fast intensity-hue-saturation fusion technique with spectral adjustment for IKONOS imagery," IEEE Geosci. Remote Sens. Lett., vol.1, no.4, pp. 309-312, Oct. 2004.
2. B. Aiazzi, S. Baronti, and M. Selva, "Improving component substitution pan-sharpening through multivariate regression of MS+Pan data," IEEE Trans. Geosci. Remote Sens., vol.45, no.10, pp. 3230-3239, Oct. 2007.
3. W. Dou, Y. Chen, X. Li, and D. Z. Sui, "A general framework for component substitution image fusion: An implementation using the fast image fusion method," Comput. Geosci., vol.33, no.2, pp. 219-228, Feb. 2007.
4. K. A. Kalpoma and J. I. Kudoh, "Image fusion processing for IKONOS 1-m color imagery," IEEE Trans. Geosci. Remote Sens., vol.45, no.10, pp. 3075-3086, Oct. 2007.
5. G. A. Maria, X. Otazu, O. Fors, and A. M. Jesus, "A low computationalcost method to fuse IKONOS images using the spectral response function of its sensors," IEEE Trans. Geosci. Remote Sens., vol.44, no.6, pp. 1683-1691, Jun. 2006.
6. Y. Zhang, "Detection of urban housing development by fusing multisensor satellite data and performing spatial feature post-classification, " Int. J. Remote Sens., vol.22, no.17, pp. 3339-3355, Nov. 2001.
7. X. Huang, L. Zhang, and P. Li, "Classification and extraction of spatial features in urban areas using high-resolution multispectral imagery," IEEE Geosci. Remote Sens. Lett., vol.4, no.2, pp. 260-264, Apr. 2007.
8. C. V. Tao and Y. Hu, "A comprehensive study on the rational function model for photogrammetric processing," Photogramm. Eng. Remote Sens., vol.64, no.12, pp. 1347-1357, Dec. 2001.
9. L. Wald, T. Ranchin, and M. Mangolini, "Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images," Photogramm. Eng. Remote Sens., vol.63, no.6, pp. 691-699, 1997.
10. L. Alparone, S. Baronti, A. Garzelli, and F. Nencini, "A global quality measurement of pan-sharpened multispectral imagery," IEEE Geosci. Remote Sens. Lett., vol.1, no.4, pp. 313-317, Oct. 2004.