The hermite transform: An efficient tool for noise reduction and image fusion in remote-sensing

Signal and Image Processing for Remote Sensing

Volumn , Issue , 2006, Pages 539-557

  Escalante Ramírez, Boris ^a   López Caloca, Alejandra 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

[No Author keywords available]

Indexed keywords

EID: 39449093285     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter

References (33)

1. D.J. Fleet and A.D. Jepson, Hierarchical construction of orientation and velocity selective filters, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(3), 315-325, 1989.
2. J. Koenderink and A.J. Van Doorn, Generic neighborhood operators, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14, 597-605, 1992.
3. J. Bevington and R. Mersereau, Differential operator based edge and line detection, Proceedings ICASSP, 249-252, 1987.
4. V. Torre and T. Poggio, On edge detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 8, 147-163, 1986.
5. R. Young, The Gaussian derivative theory of spatial vision: analysis of cortical cell receptive field line-weighting profiles, General Motors Research Laboratory, Report 4920, 1986.
6. J.B. Martens, The Hermite transform—theory, IEEE Transactions on Acoustics, Speech and Signal Processing, 38(9), 1607-1618, 1990.
7. J.B. Martens, The Hermite transform—applications, IEEE Transactions on Acoustics, Speech and Signal Processing, 38(9), 1595-1606, 1990.
8. B. Escalante-Ramírez and J.L. Silvan-Cardenas, Advanced modeling of visual information processing: a multiresolution directional-oriented image transform based on Gaussian derivatives, Signal Processing: Image Communication, 20, 801-812, 2005.
9. J.L. Silván-Cárdenas and B. Escalante-Ramírez, The multiscale hermite transform for local orientation analysis, IEEE Transactions on Image Processing, 15(5), 1236-1253, 2006.
10. R. Young, Oh say, can you see? The physiology of vision, Proceedings of SPIE, 1453, 92-723, 1991.
11. Z.-Q. Liu, R.M. Rangayyan, and C.B. Frank, Directional analysis of images in scale space, [Online] IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(11), 1185-1192, 1991; http://iel.ihs.com:80/cgi-bin/.
12. B. Escalante-Ramírez and J.-B. Martens, Noise reduction in computed tomography images by means of polynomial transforms, Journal of Visual Communication and Image Representation, 3(3), 272-285, 1992
13. J.L. Silván-Cárdenas and B. Escalante-Ramírez, Image coding with a directional-oriented discrete Hermite transform on a hexagonal sampling lattice, Applications of Digital Image Processing XXIV (A.G. Tescher, Ed.), Proceedings of SPIE, 4472, 528-536, 2001.
14. B. Escalante-Ramírez, J.L. Silván-Cárdenas, and H. Yuen-Zhou, Optic flow estimation using the Hermite transform, Applications of Digital Image Processing XXVII (A.G. Tescher, Ed.), Proceedings of SPIE, 5558, 632-643, 2004.
15. G. Granlund and H. Knutsson, Signal Processing for Computer Vision, Kluwer, Dordrecht, The Netherlands, 1995.
16. W.T. Freeman and E.H. Adelson, The design and use of steerable filters, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(9), 891-906, 1991.
17. M. Michaelis and G. Sommer, A lie group-approach to steerable filters, Pattern Recognition Letters, 16(11), 1165-1174, 1995.
18. G. Szegö, Orthogonal Polynomials, American Mathematical Society, Colloquium Publications, 1959.
19. A.M. Van Dijk and J.B. Martens, Image representation and compression with steered Hermite transform, Signal Processing, 56, 1-16, 1997.
20. F. Leberl, Radargrammetric Image Processing, Artech House, Inc, 1990.
21. J.F. Canny, Finding edges and lines in images, MIT Technical Report 720, 1983.
22. C. Pohl and J.L. van Genderen, Multisensor image fusion in remote sensing: concepts, methods and applications, International Journal of Remote Sensing, 19(5), 823-854, 1998.
23. Y. Du, P.W. Vachon, and J.J. van der Sanden, Satellite image fusion with multiscale wavelet analysis for marine applications: preserving spatial information and minimizing artifacts (PSIMA), Canadian Journal of Remote Sensing, 29, 14-23, 2003.
24. T. Feingersh, B.G.H. Gorte, and H.J.C. van Leeuwen, Fusion of SAR and SPOT image data for crop mapping, Proceedings of the International Geoscience and Remote Sensing Symposium, IGARSS, pp. 873-875, 2001.
25. J. Núñez, X. Otazu, O. Fors, A. Prades, and R. Arbiol, Multiresolution-based image fusion with additive wavelet decomposition, IEEE Transactions on Geoscience and Remote Sensing, 37(3), 1204-1211, 1999.
26. T. Ranchin and L. Wald, Fusion of high spatial and spectral resolution images: the ARSIS concepts and its implementation, Photogrammetric Engineering and Remote Sensing, 66(1), 49-61, 2000.
27. H. Li, B.S. Manjunath, and S.K. Mitra, Multisensor image fusion using the wavelet transform, Graphical Models and Image Processing, 57(3), 235-245, 1995.
28. M. González-Audícana, X. Otazu, O. Fors, and A. Seco, Comparison between Mallat’s and the ‘a` trous’ discrete wavelet transform based algorithms for the fusion of multispectyral and panchromatic images, International Journal of Remote Sensing, 26(3,10), 595-614, 2005.
29. L. Alparone, S. Baronti, A. Garzelli, and F. Nencini, Landsat ETMþ and SAR image fusion based on generalized intensity modulation, IEEE Transactions on Geoscience and Remote Sensing, 42(12), 2832-2839, 2004.
30. E.P. Crist and R.C. Cicone, A physically based transformation of thematic mapper data—the TM Tasselep Cap, IEEE Transactions on Geoscience and Remote Sensing, 22(3), 256-263, 1984.
31. E.P. Crist and R.J. Kauth, The tasseled cap de-mystified, Photogrammetric Engineering and Remote Sensing, 52(1), 81-86, 1986.
32. E.P. Crist and R.C. Cicone, Application of the Tasseled Cap concept to simulated thematic mapper data, Photogrammetric Engineering and Remote Sensing, 50(3), 343-352, 1984.
33. C. Huang, B. Wylie, L. Yang, C. Homer, and. G. Zylstra, Derivation of a tasseled cap transform. Based on Landsat 7 at satellite reflectance, Raytheon ITSS, USGS EROS Data Center, Sioux Falls, SD 57198, USA www.nr.usu.edu/_regap/download/documents/t-cap/usgs-tcap.pdf.