A comparison between global and context-adaptive pansharpening of multispectral images

IEEE Geoscience and Remote Sensing Letters

Volumn 6, Issue 2, 2009, Pages 302-306

  Aiazzi, Bruno ^a   Baronti, Stefano ^a   Lotti, Franco ^a   Selva, Massimo ^a  

^a IFAC CNR   (Italy)

Author keywords

Component substitution (CS) pansharpening; Context adaptive (CA) injection model; Gram Schmidt (GS) spectral sharpening; High resolution satellite data; Multiresolution analysis (MRA)

Indexed keywords

COMPONENT SUBSTITUTION (CS) PANSHARPENING; CONTEXT-ADAPTIVE (CA) INJECTION MODEL; GRAM-SCHMIDT (GS) SPECTRAL SHARPENING; HIGH-RESOLUTION SATELLITE DATA; MULTIRESOLUTION ANALYSIS (MRA);

CONDUCTIVE PLASTICS; IMAGE FUSION;

MULTIRESOLUTION ANALYSIS;

EID: 65049086239     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2008.2012003     Document Type: Article

References (20)

1. P. S. Chavez, Jr., "Digital merging of Landsat TM and digitised NHAP data for 1: 24 000 scale image mapping," Photogramm. Eng. Remote Sens., vol. 52, no. 10, pp. 1637-1646, 1986.
2. T.-M. Tu, S.-C. Su, H.-C. Shyu, and P. S. Huang, "A new look at IHSlike image fusion methods," Inform. Fusion, vol. 2, no. 3, pp. 177-186, Sep. 2001.
3. T.-M. Tu, P. S. Huang, 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.
4. B. Aiazzi, L. Alparone, S. Baronti, and A. Garzelli, "Context-driven fusion of high spatial and spectral resolution data based on oversampled multiresolution analysis," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 10, pp. 2300-2312, Oct. 2002.
5. J. Núñez, X. Otazu, O. Fors, A. Prades, V. Palà, and R. Arbiol, "Multiresolution-based image fusion with additive wavelet decomposition," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 3, pp. 1204-1211, May 1999.
6. P. P. Vaidyanathan, Multirate Systems and Filter Banks. Englewood Cliffs, NJ: Prentice-Hall, 1992.
7. B. Aiazzi, L. Alparone, F. Argenti, and S. Baronti, "Wavelet and pyramid techniques for multisensor data fusion: A performance comparison varying with scale ratios," in Proc. SPIE, EUROPTO Series Image Signal Process. Remote Sensing V, S. B. Serpico, Ed., 1999, vol. 3871, pp. 251-262.
8. T. Ranchin and L. Wald, "Fusion of high spatial and spectral resolution images: The ARSIS concept and its implementation," Photogramm. Eng. Remote Sens., vol. 66, no. 1, pp. 49-61, Jan. 2000.
9. B. Aiazzi, S. Baronti, and M. Selva, "Improving component substitution Pansharpening through multivariate regression of MS+pan data," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 10, pp. 3230-3239, Oct. 2007.
10. W. Carper, T. Lillesand, and R. Kiefer, "The use of intensity- hue-saturation transformations for merging SPOT panchromatic and multispectral image data," Photogramm. Eng. Remote Sens., vol. 56, no. 4, pp. 459-467, 1990.
11. C. A. Laben and B. V. Brower, "Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening," U.S. Patent 6,011,875, Jan. 4, 2000.
12. M. Gonzáles Audícana, J. L. Saleta, R. García Catalán, and R. García, "Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 6, pp. 1291-1299, Jun. 2004.
13. B. Aiazzi, L. Alparone, S. Baronti, A. Garzelli, and M. Selva, "MTFtailored multiscale fusion of high-resolution MS and pan imagery," Photogramm. Eng. Remote Sens., vol. 72, no. 5, pp. 591-596, May 2006.
14. Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li, "A comparative analysis of image fusion methods," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 6, pp. 1391-1402, Jun. 2005.
15. S. M. Ross, Introduction to Probability and Statistics for Engineers and Scientists. Burlington, MA: Academic, 2004.
16. L. Alparone, L. Wald, J. Chanussot, C. Thomas, P. Gamba, and L. Mann Bruce, "Comparison of Pansharpening algorithms: Outcome of the 2006 GRS-S data-fusion contest," IEEE Trans Geosci. Remote Sens., vol. 45, no. 10, pp. 3012-3021, Oct. 2007.
17. 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.
18. 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.
19. Z.Wang and A. C. Bovik, "A universal image quality index," IEEE Signal Process. Lett., vol. 9, no. 3, pp. 81-84, Mar. 2002.
20. L. Alparone, B. Aiazzi, S. Baronti, A. Garzelli, F. Nencini, and M. Selva, "Multispectral and panchromatic data fusion assessment without reference," Photogramm. Eng. Remote Sens., vol. 74, no. 2, pp. 193-200, Feb. 2008.