A theoretical evaluation of aliasing and misregistration effects on pansharpening methods

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7830, Issue , 2010, Pages

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

^a IFAC CNR   (Italy)

^b UNIVERSITY OF FLORENCE   (Italy)

^c UNIVERSITY OF SIENA   (Italy)

Author keywords

Aliasing; Data Fusion; Misregistration; Multispectral Imagery; Pansharpening; Remote Sensing

Indexed keywords

ALIASING; COMPONENT SUBSTITUTION; DATA SETS; DIGITAL FILTERING; FULL SCALE; IKONOS DATA; MISREGISTRATION; MODULATION TRANSFER FUNCTION; MULTI-SPECTRAL; MULTI-SPECTRAL IMAGERY; PAN-SHARPENING; QUALITY EVALUATION; QUICKBIRD; REGISTRATION ERROR; RESAMPLING; SPATIAL MISALIGNMENTS; SPATIAL SAMPLING; THEORETICAL EVALUATION;

ALIGNMENT; IMAGE FUSION; INFORMATION FUSION; MAPPING; REMOTE SENSING; SAMPLING; SIGNAL PROCESSING;

QUALITY CONTROL;

EID: 78649720238     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.865980     Document Type: Conference Paper

References (27)

1. Thomas, C., Ranchin, T., Wald, L., and Chanussot, J., "Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics," IEEE Transactions on Geoscience and Remote Sensing 46(5), 1301-1312 (2008).
2. Aiazzi, B., Baronti, S., Lotti, F., and Selva, M., "A comparison between global and context-adaptive pansharpening of multispectral images," IEEE Geoscience and Remote Sensing Letters 6, 302-306 (April 2009).
3. Garzelli, A. and Nencini, F., "PAN-sharpening of very high resolution multispectral images using genetic algorithm," International Journal of Remote Sensing 27, 3273-3292 (2006).
4. Ranchin, T. and Wald, L., "Fusion of high spatial and spectral resolution images: The ARSIS concept and its implementation," Photogrammetric Engineering and Remote Sensing 66(1), 49-61 (2000).
5. Otazu, X., González-Audícana, M., Fors, O., and Núnez, J., "Introduction of sensor spectral response into image fusion methods. Application to wavelet-based methods," IEEE Transactions on Geoscience and Remote Sensing 43, 2376-2385 (2005).
6. Aiazzi, B., Alparone, L., Baronti, S., and Garzelli, A., "Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis," IEEE Transactions on Geoscience and Remote Sensing 40(10), 2300-2312 (2002).
7. Liu, J. G., "Smoothing Filter Based Intensity Modulation: A spectral preserve image fusion technique for improving spatial details," International Journal of Remote Sensing 21(18), 3461-3472 (2000).
8. Chavez, P. S., Stuart, J., Sides, C., and Anderson, J. A., "Comparison of three different methods to merge multiresolution and multispectral data: Landsat TM and SPOT panchromatic," Photogrammetric Engineering and Remote Sensing 57, 259-303 (1991).
9. Nencini, F., Garzelli, A., Baronti, S., and Alparone, L., "Remote sensing image fusion using the curvelet transform," Information Fusion 8, 143-156 (2007).
10. Shah, V., Younan, N., and King, R., "An efficient Pan-sharpening method via a combined adaptive-PCA approach and contourlets," IEEE Transactions on Geoscience and Remote Sensing 5(46), 1323-1335 (2008).
11. Tu, T. M., Su, S. C., Shyu, H. C., and Haung, P. S., "A new look at IHS-like image fusion methods," Information Fusion 2, 177-186 (2001).
12. Tu, T. M., Huang, P. S., Hung, C. L., and Chang, C. P., "A fast intensity-hue-saturation fusion technique with spectral adjustment for IKONOS imagery," IEEE Geoscience and Remote Sensing Letters 1(4), 309-312 (2004).
13. Shettigara, V. K., "A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set," Photogrammetric Enginnering & Remote Sensing 58, 561-567 (May 1992).
14. Laben, C. A. and Brower, B. V., "Process for enhancing spatial resolution of multispectral imagery using Pan-sharpening." US Patent Number 6,011,875, Eastman Kodak Company (2000).
15. Aiazzi, B., Baronti, S., and Selva, M., "Improving component substitution Pansharpening through multivariate regression of MS+Pan data," IEEE Transactions on Geoscience and Remote Sensing 45, 3230-3239 (October 2007).
16. Núnez, J., Otazu, X., Fors, O., Prades, A., Palà, V., and Arbiol, R., "Multiresolution-based image fusion with additive wavelet decomposition," IEEE Transactions on Geoscience and Remote Sensing 37(3), 1204-1211 (1999).
17. González-Audícana, M., Saleta, J. L., Catalán, R. G., and García, R., "Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition," IEEE Transactions on Geoscience and Remote Sensing 42, 1291-1299 (2004).
18. Ling, Y., Ehlers, M., Usery, E. L., and Madden, M., "FFT-enhanced IHS transform method for fusing high-resolution satellite images," ISPRS Journal of Photogrammetry & Remote Sensing 61, 381-392 (Feb. 2007).
19. Garzelli, A., Nencini, F., and Capobianco, L., "Optimal MMSE pan sharpening of very high resolution multispectral images," IEEE Transactions on Geoscience and Remote Sensing 46(1), 228-236 (2008).
20. Dou, W., Chen, Y., Li, X., and Sui, D., "A general framework for component substitution image fusion: An implementation using fast image fusion method," Computers and Geoscience 33(2), 219-228 (2007).
21. Ehlers, M., Klonus, S., and Astrand, P., "Quality assessment for multi-sensor multi-date image fusion," in [The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences], XXXVII, ISPRS (2008).
22. Tu, T. M., Cheng, W. C., Chang, C. P., Huang, P. S., and Chang, J. C., "Best tradeoff for high-resolution image fusion to preserve spatial details and minimize color distortion," IEEE Geoscience and Remote Sensing Letters 4(2), 302-306 (2007).
23. Aiazzi, B., Alparone, L., Baronti, S., Garzelli, A., and Selva, M., "MTF-tailored multiscale fusion of highresolution MS and Pan imagery," Photogrammetric Engineering and Remote Sensing 72, 591-596 (May 2006).
24. Ranchin, T., Aiazzi, B., Alparone, L., Baronti, S., and Wald, L., "Image fusion-the ARSIS concept and some successful implementation schemes," ISPRS Journal of Photogrammetry & Remote Sensing 58(1-2), 4-18 (2003).
25. Rangaswamy, M. K., Quickbird II two-dimensional on-orbit Modulation Transfer Function analysis using convex mirror array, Master's thesis, South Dakota State University (2003).
26. Cook, M. K., Peterson, B. A., Dial, G., Gibson, L., Gerlach, F. W., Hutchins, K. S., Kudola, R., and Bowen, H. S., "IKONOS technical performance assessment," in [Proceedings of SPIE], 4381(94) (2001).
27. Alparone, L., Aiazzi, B., Baronti, S., Garzelli, A., Nencini, F., and Selva, M., "Multispectral and panchromatic data fusion assessment without reference," Photogrammetric Engineering and Remote Sensing 74, 193-200 (2008).