Multi-spectral and SAR image fusion based on wavelet and IHS transform

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 7492, Issue , 2009, Pages

  Liu, Ling ^a   Shu, Ning ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

IHS transform; Image fusion; Modulation factor; Wavelet filter; Wavelet transform

Indexed keywords

IHS TRANSFORM; IHS TRANSFORMS; MODULATION FACTORS; WAVELET FILTER; WAVELET FILTERS;

EDGE DETECTION; IMAGE PROCESSING; IMAGING SYSTEMS; MAGNETIC FILTERS; MODULATION; RADAR REFLECTION; SYNTHETIC APERTURE RADAR; SYNTHETIC APERTURES; TEXTURES; WAVELET DECOMPOSITION;

IMAGE FUSION;

EID: 70449687089     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.837403     Document Type: Conference Paper

References (31)

1. C.-M. Chen, G. F. Hepner, and R. R. Forster, "Fusion of hyperspectral and radar data using the IHS transformation to enhance urban surface features", ISPRS J. Photogramm. Remote Sens., vol.58, no.1-2, pp. 19-30(2003).
2. Pohl C, Van Gen deren J L. "Multisensor image fusion in remote sensing : concept , methods and applications"[J], Int. J Remote Sensing, 19 (5) :823-854(1998).
3. Chavez P S , Sides S C , Anderson J Am. "Comparison of three different methods to merge multiresolution and multispectral data , Landsat TM and SPOT panchromatic"[J], Int.PE&RS , 57(3) : 265-303(1991).
4. Ackermannn F., "Digital Image Correlation: Performance and Potential Application in Photogrammetry" [J]. Photogrammetric Record, 11 (6):429 ̃439(1984).
5. R.Haydn, G. W. Dalke, "Applications of the IHS color transform to the processing of multisensor data and image enhancement", Proc:Int. Symp. Remote Sensing Arid and Semi-Arid Lands, Cairo, Egypt, pp. 559-616(1982).
6. J.Carper, T.M. Lillesand, and R. W. Kiefer, "The use of intensity-huesaturation transformations for merging SPOT panchromatic and multispectral image data", Int.Photogramm. Eng. Remote Sens., vol.56, pp. 459-467(1990).
7. Harris, Jeff R. Murray, Richard, "IHS transform for the integration of radar imagery with other remotely sensed data", Photogrammetric Engineering and Remote Sensing(ISSN0099-1112), vol.56, p. 1631-1641(1990).
8. Akerman.A. "Pyramid techniques for multi-sensor fusion, Sensor Fusion V" SPIE, 1828:124̃131(1992)
9. Mallat.S, "A theory for multi-resolution signal decomposition:The wavelet representation", Int.IEEE Trans.onPAMI, 11(7):674̃693(1989).
10. Steffen P, "Theory of regular M-band wavelet bases" [J], Int.IEEE Trans.SP, 41(12):3497-3511(1993).
11. David E., "Harmonie Wavelet Analysis", Mathematical and Physical Seiences"(1993).
12. Y. Chibani and A. Houacine, "The joint use of IHS transform and redundant wavelet decomposition for fusing multispectral and panchromatic images", Int. J. Remote Sensing, vol.23, pp. 3821-3833(2002).
13. L. Wald, T. Ranchin, and M. Mangolini, "Fusion of satellite images of different spatial resolution: Assessing the quality of resulting images", Photogramm. Eng. Remote Sens., vol.63, pp. 691-699(1997).
14. Habagansi, "Regional high-frequency substitution in wavelet fusion" [J], Journal of Image and Graphics, 7 A (10):910̃915(2002)
15. Bruzzone L., Prieto D.F., "Aneural-statistical approach to multi-temporal and multi-source remote sensing image classification", Int.IEEETrans, 37(3):1350̃1359(1999)
16. Youcef Chibani, Amrane Houacine, "Redundant versus orthogonal wavelet decomposition for multi-sensor image fusion", Pattern Recognition Society, 36:879̃887(2003)
17. Wei Jun, "Image fusion with HIS, Wavelet and HF transform" [J], Journal of Information Engineering University, 4 (2):46̃50(2003)
18. Jia Yonghong, "A Method of Image Fusion to Enhance Spatial Resolution of Remotely Sensed Multi-spectral Images" [J], Remote Sensing Technology and Application, 12 (1) :19 223(1997).
19. Li Junli, "Approach of Remote Sensing Image Fusion in Land Use of Change Detection" [J], Chinese Journal of Nature, 26 (5):282 2285(2004).
20. Wu Lianxi, "AN ARITHMETIC RS IMAGE FUSION METHOD FOR SPECTRAL PRESERVATION:HIGH PASS FILTER FUSION" [J], Remote Sensing For Land & Resources, 4:26 229(2003).
21. Wu Lianxi, "An Improved Method of Remote Sensing Image Fusion:LFF" [J], Computer Engineering and Applications, 11:66 2(2004)
22. Wu Lianxi, "Improved algorithm of image fusion based on HIS transform" [J], Transactions of the Chinese Society of Agricultural Engineering, 19 (6):163̃166(2003).
23. Shensa M.J., "The diserete wavelet transform:Wedding the atrous and Mallat algorithrm", Int.IEEETrans.On Signal Proeessing, 40(10):2464̃2482(1992)
24. Chibani Y., Houacine A.Barbier C., "Fusion of multi-spectral and radar images In the redundant wavelet domain" Proc:SPIE Image and Signal Proeessing for Remote Sensing 5.B.Serpieo.Ed.(3500):238̃244(1998)
25. Daubechies I., "Orthonormal bases of compactly supported wavelets" [J], Proc:Communications on Pure and Applied Mathematics, XII:909-996(1998).
26. Cohen A., "Biorthogonal bases of compactly supported wavelets" [J], Proc:Communications on Pure and Applied Mathematics, 45:485-560(1992).
27. Tian J, "Vanishing moments and wavelet approximation" [J], Int.Tech Rep CMLTR(1995)
28. Piella G.A., "Region-based multiresolution image fusion algorithm", Proc:Int. Conf. on Information Fusion: 1557-1564(2002).
29. P.J Burt, R.J Kolczynski., "Enhancement image capture through fusion", Proc:Proceeding 4th International Confernce on Comtuper Vision, Berlin,Germany:PICCV,pp:173̃182(1993)
30. Wang, "The Model of Wavelet Decomposition for Fusing Remote Sensing Images", Chinese Science and Technology Exposition, 2(2004)
31. Pal N.R., Pal S.k., "Entropy:A new definition and its application",Int.IEEETrans., 21(5):1260̃1270(1991)