Multispectral images fusion by a joint multidirectional and multiresolution representation

International Journal of Remote Sensing

Volumn 28, Issue 18, 2007, Pages 4065-4079

  Lillo Saavedra, M ^a   Gonzalo, C ^b  

^a UNIVERSITY OF CONCEPCIÓN   (Chile)

^b UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; FEATURE EXTRACTION; FILTER BANKS; IMAGE QUALITY; LOW PASS FILTERS; MULTIRESOLUTION ANALYSIS;

MULTIRESOLUTION MULTIDIRECTIONAL REPRESENTATION; SPECTRAL QUALITY;

IMAGE FUSION;

IKONOS; IMAGE ANALYSIS; IMAGE RESOLUTION; SATELLITE IMAGERY; SPATIAL ANALYSIS; SPECTRAL ANALYSIS;

EID: 34548348313     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160601105884     Document Type: Article

References (32)

1. Bamberger, R. H. (1993) New results on two and three dimensional directional filter banks. Proceedings of 27th Asilomar Conference Signals, Systems, Computers, 2, pp. 1286-1290.
2. Bamberger, R. H. and Smith, M. J. T. (1992) A filter bank for the directional decomposition of image: Theory and design. Transactions on Signal Processing, 40, pp. 882-893.
3. Candès, E. J. and Donoho, D. L. (1999) Curvelets: A surprisingly effective nonadaptive representation for objects with edges. Curve and Surfaces, Vanderbilt University Press, Nashville, TN
4. Candès, E. J. and Donoho, D. L. (1999) Ridgelets: The key to higher-dimensional intermittency?. Philosophical Transactions of the Royal Society, London, A, 357, pp. 2495-2509.
5. Candès, E. J. and Donoho, D. L. (2000) Curvelets, multiresolution representation, and scaling laws. Proceedings of SPIE Wavelet Applications in Signal and Image Processing VIII, 4119, pp. 1-12.
6. Chibani, Y. and Houacine, A. (2003) Redundant versus orthogonal wavelet decomposition for multisensor image fusion. Pattern Recognition, 36, pp. 879-887.
7. Cunha, A., Zhou, J. and Do, M. (2005) Nonsubsampled contourlet transform: Filter design and applications in Denoising. IEEE International Conferences on Image Processing, 1, pp. 749-752.
8. Do, M. and Vetterli, M. (2001) Pyramidal directional filters bank and curvelets. IEEE International Conferences on Image Processing, 3, pp. 158-161.
9. Do, M. and Vetterli, M. (2005) The contourlet transform: An efficient directional multiresolution image representation. IEEE Transactions on Image Processing, 14, pp. 2091-2106.
10. Dutilleux, P. (1987) An implementation of the algorithm á trous to compute the wavelet transform. Compt-rendus du congrès ondelettes et méthodes temps-fréquence et espace des phases, pp. 298-304. Springer-Verlag, Marseille
11. Garguet-Duport, B., Girel, J., Chassery, J. and Pautou, G. (1996) The use of multiresolution analysis and wavelets transform for merging SPOT panchromatic and multispectral image data. Photogrammetric Engineering and Remote Sensing, 62, pp. 1057-1066.
12. Garzelli, A., Nencini, F. and Alparone, L. (2004) Pan-sharpening of multispectral images: A critical review and comparison. Proceedings of IEEE International Geoscience and Remote Sensing Symposium, pp. 81-84.
13. González-Audicana, M., Otazu, X., Fors, O. and Seco, A. (2005) Comparison between the Mallat's and the á trous discrete wavelet transform based algorithms for the fusion of multispectral and panchromatic images. International Journal of Remote Sensing, 26, pp. 597-616.
14. Gonzalo, C. and Lillo-Saavedra, M. (2004) Customized fusion of satellite images based on a new á trous algorithm. Proceedings of SPIEE Conference, Image and Signal Processing for Remote Sensing, 5573, pp. 444-451. Bellingham, WA
15. Hong, P. and Smith, M. J. (2002) An octave-band family of nonredundant directional filterbanks. Proceedings of International Conference of Acoustic, Speech, Speech and Signal Processing, pp. 1165-1168.
16. Lakshmanan, V. (2004) A separable filter for directional smoothing. IEEE Geoscience and Remote Sensing Letters, 1, pp. 192-195.
17. Lillo-Saavedra, M. and Gonzalo, C. (2006) Spectral or spatial quality for fused satellite imagery? A trade-off solution using wavelet á trous algorithm. International Journal of Remote Sensing, 27, pp. 1453-1464.
18. Lillo-Saavedra, M., Gonzalo, C., Arquero, A. and Martinez, E. (2005) Fusion of multispectral and panchromatic satellite sensor imagery based on tailored filtering in the Fourier domain. International Journal of Remote Sensing, 26, pp. 1263-1268.
19. Malfait, M. and Roose, D. (1997) Wavelet-based image denoising using a Markov random field a priori model. IEEE Transactions on Image Processing, 6, pp. 549-565.
20. Mallat, S. (1999) A Wavelet Tour of Signal Processing, Elsevier Academic Press
21. Nguyen, T. and Oraintara, S. (2005) Multiresolution direction filterbanks: Theory, design, and applications. IEEE Transactions on Signal Processing, 53, pp. 3895-3905.
22. Núñez, J., Otazu, X., Fors, O., Prades, A., Palá, V. and Arbiol, R. (1999) Multiresolution-based image fusion with additive wavelet decomposition. IEEE Transactions on Geoscience and Remote Sensing, 37, pp. 1204-1211.
23. Park, S. I., Smith, M. J. and Mersereau, R. M. (1999) A new directional filterbank for image analysis and classification. Proceedings of IEEE International Conference of Acoustic, Speech and Signal Processing, pp. 1417-1420.
24. Park, S. I., Smith, M. J. and Mersereau, R. M. (2004) Improved structures of maximally decimated directional filter banks for spatial image analysis. IEEE Transactions on Image Processing, 13, pp. 1424-1431.
25. Pohl, C. and van Genderen, J. L. (1998) Multisensor Image Fusion in Remote Sensing: Concepts, Methods and Application. International Journal of Remote Sensing, 19, pp. 823-854.
26. Ranchin, T. and Wald, L. (2000) Fusion of high spatial and spectral resolution image: The ARSIS concept and its implementation. Photogrammetric Engineering and Remote Sensing, 66, pp. 49-61.
27. Starck, J. L., Murtagh, F. and Bijaoui, A. (1998) Image Processing and Data Analysis. The Multiscale Approach, Cambridge University Press, Cambridge
28. Unser, M. (1995) Texture classification and segmentation using wavelet frames. IEEE Transactions on Image Processing, 4, pp. 1549-1560.
29. Wald, L. (2002) Data Fusion, Definition and Architectures: Fusion of Image of Different Spatial Resolution, Le Presses de l'École des Mines, Paris
30. Yocky, D. A. (1996) Multiresolution wavelet decomposition image merger of landsat thematic mapper and spot panchromatic data. Photogrammetric Engineering and Remote Sening, 62, pp. 1067-1074.
31. Yunhao, C., Lei, D., Jing, L., Xiaobing, L. and Peijun, S. (2006) A new wavelet-based image fusion method for remotely sensed data. International Journal of Remote Sensing, 27, pp. 1465-1476.
32. Zhou, J., Civco, D. L. and Silander, J. A. (1998) A wavelet method to merge Landsat TM and SPOT panchromatic data. International Journal of Remote Sensing, 19, pp. 743-757.