A theoretical analysis of the effects of aliasing and misregistration on pansharpened imagery

IEEE Journal on Selected Topics in Signal Processing

Volumn 5, Issue 3, 2011, Pages 446-453

  Baronti, Stefano ^a   Aiazzi, Bruno ^a   Selva, Massimo ^a   Garzelli, Andrea ^b   Alparone, Luciano ^c  

^a IFAC CNR   (Italy)

^b UNIVERSITY OF SIENA   (Italy)

^c UNIVERSITY OF FLORENCE   (Italy)

Author keywords

Aliasing; data fusion; misregistration; multispectral imagery; pansharpening; remote sensing

Indexed keywords

ALIASING; COMPONENT SUBSTITUTION; DATA SETS; IMAGE FUSION METHODS; MISREGISTRATION; MODULATION TRANSFER FUNCTION; MULTI-SPECTRAL; MULTI-SPECTRAL IMAGERY; PAN-SHARPENED; PAN-SHARPENING; REGISTRATION ERROR; RESAMPLING; SPATIAL MISALIGNMENTS; SPATIAL SCALE; THEORETICAL INVESTIGATIONS;

ALIGNMENT; DIGITAL FILTERS; MAPPING; OPTICAL TRANSFER FUNCTION; REMOTE SENSING;

IMAGE FUSION;

EID: 79957442929     PISSN: 19324553     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSTSP.2011.2104938     Document Type: Article

References (25)

1. C. Thomas, T. Ranchin, L.Wald, and J. Chanussot, "Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 5, pp. 1301-1312, 2008.
2. B. Aiazzi, S. Baronti, F. Lotti, and M. Selva, "A comparison between global and context-adaptive pansharpening of multispectral images," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 2, pp. 302-306, Apr. 2009.
3. A. Garzelli and F. Nencini, "PAN-sharpening of very high resolution multispectral images using genetic algorithm," Int. J. Remote Sens., vol. 27, pp. 3273-3292, 2006. (Pubitemid 44203581)
4. X. Otazu, M. González-Audícana, O. Fors, and J. Núnez, "Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 10, pp. 2376-2385, Oct. 2005. (Pubitemid 41637795)
5. B. Aiazzi, L. Alparone, S. Baronti, and A. Garzelli, "Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis," IEEE Trans. Geosci. Remote Sens., vol. 40, no. 10, pp. 2300-2312, Oct. 2002.
6. J. G. Liu, "Smoothing filter based intensity modulation: A spectral preserve image fusion technique for improving spatial details," Int. J. Remote Sens., vol. 21, no. 18, pp. 3461-3472, 2000. (Pubitemid 32045194)
7. P. S. Chavez, J. Stuart, C. Sides, and J. A. Anderson, "Comparison of three different methods to merge multiresolution and multispectral data: Landsat TM and SPOT panchromatic," Photogrammetric Eng. Remote Sens., vol. 57, pp. 259-303, 1991.
8. F. Nencini, A. Garzelli, S. Baronti, and L. Alparone, "Remote sensing image fusion using the curvelet transform," Inf. Fusion, vol. 8, pp. 143-156, 2007. (Pubitemid 46177799)
9. V. Shah, N.Younan, and R. King, "An efficient Pan-sharpening method via a combined adaptive-PCA approach and contourlets," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 5, pp. 1323-1335, May 2008.
10. 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.
11. V. K. Shettigara, "A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set," Photogrammetric Eng. Remote Sens., vol. 58, no. 5, pp. 561-567, May 1992.
12. C. A. Laben and B. V. Brower, "Process for Enhancing Spatial Resolution of Multispectral Imagery Using PAN-Sharpening," U.S. Patent 6,011,875, 2000, Eastman Kodak Company.
13. 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.
14. J. Núnez, 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.
15. M. González-Audícana, J. L. Saleta, R. G. 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.
16. Y. Ling, M. Ehlers, E. L. Usery, and M. Madden, "FFT-enhanced IHS transform method for fusing high-resolution satellite images," ISPRS J. Photogrammetry Remote Sens., vol. 61, no. 6, pp. 381-392, Feb. 2007. (Pubitemid 46109258)
17. W. Dou, Y. Chen, X. Li, and D. Sui, "A general framework for component substitution image fusion: An implementation using fast image fusion method," Comput. Geosci., vol. 33, no. 2, pp. 219-228, 2007. (Pubitemid 44932921)
18. T. Ranchin, B. Aiazzi, L. Alparone, S. Baronti, and L. Wald, "Image fusion - The ARSIS concept and some successful implementation schemes," ISPRS J. Photogrammtry Remote Sens., vol. 58, pp. 4-18, 2003. (Pubitemid 36614798)
19. B. Aiazzi, L. Alparone, S. Baronti, A. Garzelli, and M. Selva, "MTFtailored multiscale fusion of high-resolution MS and Pan imagery," Photogrammetric Eng. Remote Sens., vol. 72, no. 5, pp. 591-596, May 2006. (Pubitemid 43848078)
20. M. K. Rangaswamy, "Quickbird II two-dimensional on-orbit modulation transfer function analysis using convex mirror array," M.S. thesis, South Dakota State Univ., Brookings, 2003.
21. M. K. Cook, B. A. Peterson, G. Dial, L. Gibson, F. W. Gerlach, K. S. Hutchins, R. Kudola, and H. S. Bowen, "IKONOS technical performance assessment," Proc. SPIE, vol. 4381, pp. 94-108, 2001. (Pubitemid 33060162)
22. L. Wald, T. Ranchin, and M. Mangolini, "Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images," Photogrammetric Eng. Remote Sens., vol. 63, no. 6, pp. 691-699, 1997.
23. L. Alparone, L. Wald, J. Chanussot, C. Thomas, P. Gamba, and L. M. Bruce, "Comparison of pansharpening algorithms: Outcome of the 2006 GRS-S data fusion contest," IEEE Trans. Geosci. Remote Sens., vol. 45, pp. 3012-3021, 2007.
24. 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.
25. L. Alparone, B. Aiazzi, S. Baronti, A. Garzelli, F. Nencini, and M. Selva, "Multispectral and panchromatic data fusion assessment without reference," Photogrammetric Eng. Remote Sens., vol. 74, pp. 193-200, 2008. (Pubitemid 351224050)