Remote sensing image fusion with a multiresolution directional-oriented image transform based on Gaussian derivatives

AIP Conference Proceedings

Volumn 860, Issue , 2006, Pages 178-187

  Escalante Ramírez, Boris ^a   López Caloca, Alejandra A ^a,b  

^a UNIVERSIDAD NACIONAL AUTÓNOMA DE MÉXICO   (Mexico)

^b Centro de Investigacion en Geografia y Geomatica Ing Jorge L Tamayo AC   (Mexico)

Author keywords

Gaussian derivatives; Hermite transform; Image fusion; Speckle reduction; Steerable filters

Indexed keywords

EID: 33846522939     PISSN: 0094243X     EISSN: 15517616     Source Type: Conference Proceeding    
DOI: 10.1063/1.2361219     Document Type: Conference Paper

References (28)

1. C. Pohl, J.L. Van Genderen, "Multisensor image fusion in remote sensing: concepts, methods and applications," International Journal of Remote Sensing, Vol 19, No, 5, pp. 823-854, 1998.
2. L. Wald, Data fusion definitions and architectures, edited by École des Mines de Paris, Paris, 2002.
3. T. Ranchin and L. Wald, "Fusion of high spatial and spectral resolution images: The ARSIS concepts and its implementation," Photogramm. Eng. Remote Sens., vol. 66, no. 1, pp. 49-61, 2000.
4. 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 Sensing, vol. 37, no. 3, pp. 1204-1211, 1999.
5. H. Li, B. S. Manjunath, and S. K. Mitra, "Multisensor image fusion using the wavelet transform," Graphical Models and Image Processing, vol. 57, no 3, 235-245, 1995.
6. D.A. Yocky, "Image merging and data fusion by means of the discrete two-dimensional wavelet transform," Journal of the Optical Society of America, Vol. 12, pp. 1834-1841, 1995.
7. M. González-Audícana, J. L. Saleta, R. García Catalán and R. García, "Fusion of multispectral and panchromatic images using improved IHS and PCA mergers base don Wavelet decomposition," IEEE Trans. Geosci. Remote Sensing, vol. 42, no. 6, pp. 1291-1299, 2004.
8. Z. Wang, D. Ziou, C. Armenakis, D. Li, and Q. Li. "A comparative Analysis of Image Fusion Methods," IEEE Trans. Geosci. Remote Sensing, vol. 43, no. 6, pp. 1391-1402, 2005.
9. L. Alparone, S. Baronti, A. Garzelli, F. Nencini, "Landsat ETM+ and SAR Image fusion based on generalized Intensity Modulation", IEEE Trans. Geosci. Remote Sensing, vol. 42, no. 12, pp.2832-2839, 2004.
10. D. J. Fleet, and A. D. Jepson, "Hierarchical construction of orientation and velocity selective filters," IEEE Transactions on Pattern Analysis and Machine Intelligence Vol. 11(3), pp. 315-325, 1989.
11. J. Koenderink, and A. J. Van Doom, "Generic neighborhood operators," IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 14, pp. 597-605, 1992.
12. J. Bevington, and R. Mersereau, "Differential operator based edge and line detection," in Proceedings ICASSP, pp. 249-252, 1987.
13. V. Torre, and T. Poggio, "On edge detection," IEEE Transactions on Pattern Analysis and Machine Intelligence. Vol. 8, pp. 147-163, 1986.
14. R. Young, "The Gaussian derivative theory of spatial vision: analysis of cortical cell receptive field line-weighting profiles," General Motors Res. Labs., Rep. 4920, 1986.
15. J. B. Martens, "The Hermite Transform -Theory," IEEE Transactions on Acoustics, Speech and Signal processing, vol. 38, no. 9, pp. 1607-1618, 1990.
16. J. B. Martens, "The Hermite Transform -Aplications," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 38, No. 9, 1595-1606, 1990.
17. J.L. Silván-Cárdenas, B. Escalante-Ramírez, "The multiscale Hermite transform for local orientation analysis," IEEE Transactions on Image Processing, vol. 15, No. 5, pp.1236-1253, 2006.
18. B. Escalante-Ramírez, J.L. Silvan-Cardenas, "Advanced modeling of visual information processing: A multirresolution directional-oriented image transform based on Gaussian derivatives," Signal Process: Image Communication, vol. 20, No. 9-10, pp. 801-812, 2005
19. E. P. Crist, R. C. Cicone, "A physically-based transformation of Thematic Mapper data-the -TM Tasselep Cap," IEEE Trans. Geosci. Remote Sensing, GE-22, no. 3, pp. 256-263, 1984.
20. E. P. Crist, R. J. Kauth, "The tasseled cap de-mystified," Photogrammetric Engineering and Remote sensing, vol.52, no.1, pp. 81-86, 1986.
21. E. P. Crist, R. C. Cicone, "Application of the Tasseled Cap concept to simulated Thematic Mapper data," Photogrammetric Engineering and Remote Sensing, vol. 50, no.3, pp. 343-352, 1984.
22. R. Young, "Oh say, can you see?. The physiology of vision," Proc. SPIE, Vol. 1453, pp. 92-723, 1991.
23. G. Szegö, Orthogonal Polynomials, American Mathematical Society, Colloquium Publications, 1959.
24. J. B. Martens, "Local Orientation Analysis in images by means of the Hermite Transform," IEEE Transactions on Image Processing, vol. 6, No. 8, pp. 1103-1116, 1997.
25. A. M. Van Dijk, J. B. Martens, "Image representation and compression with steered Hermite transform," Signal Processing, vol. 56, pp. 1-16, 1997.
26. W.T. Freeman, E.H. Adelson, "The design and use of steerable filters," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 13 (9), pp. 891-906, 1991.
27. B. Escalante-Ramírez, A. López-Caloca, "Image fusion with the Hermite Transform," in Conf. ICIP 2003, International conference on Image Processing 14th ,Barcelona, Spain.
28. B. Escalante-Ramírez, J. B. Martens, "Noise Reduction in Computerized Tomography Images by Means of Polynomial Transforms," Journal of visual Communication and Image Representation., vol. 3, no. 3, pp. 272-285, 1992.