A new pan-sharpening method using multiobjective particle swarm optimization and the shiftable contourlet transform

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 66, Issue 3, 2011, Pages 365-381

  Saeedi, Jamal ^a   Faez, Karim ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Multiobjective particle swarm optimization; Pan sharpening; Shiftable contourlet transform

Indexed keywords

COLOR INFORMATION; CONTOURLET COEFFICIENTS; CONTOURLET TRANSFORM; DATA SETS; FUSION RULE; HIGH FREQUENCY HF; HIGH RESOLUTION; LANDSAT 7; MULTI OBJECTIVE PARTICLE SWARM OPTIMIZATION; MULTI-SPECTRAL; PAN-SHARPENED; PAN-SHARPENING; QUICKBIRD; RADIOMETRIC QUALITY; SPATIAL DOMAINS; SPATIAL SIMILARITY; SPECTRAL QUALITY;

ALGORITHMS; GRAPHIC METHODS; PARTICLE SWARM OPTIMIZATION (PSO); RADIOMETRY;

MULTIOBJECTIVE OPTIMIZATION;

ALGORITHM; HISTOGRAM; LANDSAT; MULTISPECTRAL IMAGE; OPTIMIZATION; PANCHROMATIC IMAGE; QUICKBIRD;

EID: 79951951985     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2011.01.006     Document Type: Article

References (43)

1. Aiazzi B., Alparone L., Baronti S., Garzelli A. Context-driven fusion of high spatial and spectral resolution images based on over sampled multiresolution analysis. IEEE Transaction on Geoscience and Remote Sensing 2002, 40(10):2300-2312.
2. Alparone L., Baronti S., Garzelli A., Nencini F. A global quality measurement of pan-sharpened multispectral imagery. IEEE Geoscience and Remote Sensing Letters 2004, 1(4):313-317.
3. Amolins K., Zhang Y., Dare P. Wavelet based image fusion techniques-an introduction, review and comparison. ISPRS Journal of Photogrammetry and Remote Sensing 2007, 62(4):249-263.
4. Audicana M.G., Saleta J.L., Catalan O.G., Garcia R. Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing 2004, 42(6):1291-1299.
5. Ballester C., Caselles V., Igual L., Verdera J. A variational model for P+XS image fusion. International Journal of Computer Vision 2006, 69(1):43-58.
6. Bamberger R.H., Smith M.J.T. A filter bank for the directional decomposition of images: theory and design. IEEE Transaction on Signal Processing 1992, 40(4):882-893.
7. Choi M. A new intensity-hue-saturation fusion approach to image fusion with a tradeoff parameter. IEEE Transaction on Geoscience and Remote Sensing 2006, 44(6):1672-1682.
8. Coello C.A., Pulido G.T., Lechuga M.S. Handling multiple objectives with particle swarm optimization. IEEE Transaction on Evolutionary Computing 2004, 8(3):256-279.
9. Colditz R., Wehrmann T., Bachmann M., Steinnocher K., Schmidt M., Strunz G., Dech S. Influence of image fusion approaches on classification accuracy: A case study. International Journal of Remote Sensing 2006, 27(15):3311-3335.
10. Da Cunha A.L., Zhou J.P., Do M.N. The nonsubsampled contourlet transform: Theory, design and applications. IEEE Transactions on Image Processing 2006, 15(10):3089-3101.
11. Daugman J.G. Two-dimensional spectral analysis of cortical receptive field profiles. Vision Research 1980, 20(10):847-856.
12. Do M.N., Vetterli M. The contourlet transform: An efficient directional multiresolution image representation. IEEE Transactions on Image Processing 2005, 14(12):2091-2106.
13. Do, M.N., Vetterli, M., 2001. Pyramidal directional filter banks and curvelets. In: Proc. IEEE International Conference on Image Processing, ICIP. Thessaloniki, Greece. 7-10 October, 4 p..
14. Du Q., Younan N.H., King R., Shah V.P. On the performance evaluation of pan-sharpening techniques. IEEE Geoscience and Remote Sensing Letters 2007, 4(4):518-522.
15. Ehlers, M., 2004. Spectral Characteristics Preserving Image Fusion Based on Fourier Domain Filtering. In: Proc. of the Remote Sensing for Environmental Monitoring. GIS Applications, and Geology IV. Maspalomas, Spain. 14-16 September. 13 p..
16. Fasbender D., Radoux J., Bogaert P. Bayesian data fusion for adaptable image pansharpening. IEEE Transaction on Geoscience and Remote Sensing 2008, 46(6):1847-1857.
17. Garzelli A., Nencini F. Pan-sharpening of very high resolution multispectral images using genetic algorithms. International Journal of Remote Sensing 2006, 27(15):3273-3292.
18. Garzelli A., Nencini F., Capobianco L. Optimal MMSE pan-sharpening of very high resolution multispectral images. IEEE Transaction on Geoscience and Remote Sensing 2008, 46(1):228-236.
19. Hui Y.X., Cheng J.L. Fusion algorithm for remote sensing images based on nonsubsampled contourlet transform. Acta Automatica Sinica 2008, 34(3):274-281.
20. Ioannidou S., Karathanassi V. Investigation of the dual-tree complex and shift-invariant discrete wavelet transforms on Quickbird image fusion. IEEE Geoscience and Remote Sensing Letters 2007, 4(1):166-170.
21. Kennedy, J., Eberhart, R.C., 1997. A discrete binary version of the particle swarm algorithm. In: Proc. of the IEEE Conference on Systems, Man, and Cybernetics. Piscataway, New Jersey. 12-15 October. pp. 4104-4109.
22. Kingsbury N.G. Complex wavelets for shift invariant analysis and signals. Applied and Computational Harmonic Analysis 2001, 10(3):234-253.
23. Li, X., 2003. A non-dominated sorting particle swarm optimizer for multiobjective optimization. In: Proc. of the Genetic and Evolutionary Computation Conference. Chicago, USA. 3 August. pp. 37-48.
24. Nguyen T.T., Oraintara S. The shiftable complex directional pyramid-Part 1: Theoretical aspects. IEEE Transaction on Signal Processing 2008, 56(10):4651-4660.
25. Park S.I., Smith M.J., Mersereau R.M. Improved structure of maximally decimated directional filter banks for spatial image analysis. IEEE Transaction on Image Processing 2004, 13(11):1424-1431.
26. Pohl C., Genderen J.L. Multisensor image fusion in remote sensing: Concepts, methods and applications. International Journal of Remote Sensing 1998, 19(5):823-854.
27. Ranchin T., Wald L. Fusion of high spatial and spectral resolution images: The ARSIS concept and its implementation. Photogrammetric Engineering and Remote Sensing 2000, 66(1):49-61.
28. Rockinger, O., 1997. Image Sequence Fusion Using a Shift Invariant Wavelet Transform. In: Proc. IEEE International Conference on Image Processing, ICIP. Santa Barbara, USA. 26-29 October. pp. 288-291.
29. Selesnick I.W., Baraniuk R.G., Kingsbury N.G. The dual-tree complex wavelet transform. IEEE Signal Processing Magazine 2005, 22(6):123-151.
30. Sierra M.R., Coello C.A. Multi-Objective Particle Swarm Optimizers: A Survey of the State-of-the-Art. International Journal of Computational Intelligence Research 2006, 2(3):287-308.
31. Simoncelli E.P., Freeman W.T., Adelson E.H., Heeger D.J. Shiftable multiscale transform. IEEE Transactions on Information Theory 1992, 38(2):587-607.
32. Thomas C., Ranchin T., Wald L., 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 2008, 46(5):1301-1312.
33. Vijay Sh.P., Younan N.H., King R.L. An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets. IEEE Transaction on Geoscience and Remote Sensing 2008, 46(5):1323-1335.
34. Wahlen J. Comparison of standard and image-filter fusion techniques. Data Mining III 2002, WIT Press, Southampton, UK. A. Zanasi, C.A. Brebbia, N.F.F. Ebecken, P. Melli (Eds.).
35. Wald L. Some terms of reference in data fusion. IEEE Transaction on Geoscience and Remote Sensing 1999, 37(3):1190-1193.
36. Wald, L., 2000. Quality of high resolution synthesized images: Is there a simple criterion?. In: Proc. of the third conference Fusion of Earth data: Merging point measurements, raster maps and remotely sensed images. Sophia Antipolis, France. 26-28 January. 6 p.
37. Wang Z., Bovik A.C. A Universal Image Quality Index. IEEE Signal Processing Letters 2002, 9(3):81-84.
38. Watson A.B. The cortex transform: Rapid computation of simulated neutral images. Computer Vision, Graphics, and Image Processing 1987, 39(3):311-327.
39. Yuhas, R.H., Goetz, A.F.H., Boardman, J.W., 1992. Discrimination among semi-arid landscape endmembers using the spectral angle mapper (SAM) algorithm. In: Proc. Summaries of the Third Annual JPL Airborne Geoscience Workshop. 1 Jun. pp. 147-149.
40. Zhang Y. Understanding image fusion. Photogrammetric Engineering and Remote Sensing 2004, 70(6):657-661.
41. Zhang Y., Hong G. An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural colour IKONOS and QuickBird images. Information Fusion 2005, 6(3):225-234.
42. Zhang Y., Wang R. Multi-resolution and multi-spectral image fusion for urban object extraction. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 2004, 35(Part B3):960-966.
43. Zhou J., Civco D.L., Silander J.A. A wavelet transform method to merge Landsat TM and SPOT panchromatic data. International Journal of Remote Sensing 1998, 19(4):743-757.