A comparison study on fusion methods using evaluation indicators

International Journal of Remote Sensing

Volumn 28, Issue 10, 2007, Pages 2309-2341

  Karathanassi, V ^a   Kolokousis, P ^a   Ioannidou, S ^a  

^a UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CORRELATION METHODS; IMAGE QUALITY; LEAST SQUARES APPROXIMATIONS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL TO NOISE RATIO; WAVELET TRANSFORMS;

BROVEY TRANSFORM; DATA SPATIAL RESOLUTION; GRAM-SCHMIDT FUSION METHOD; INTENSITY-HUE-SATURATION (IHS) TRANSFORM; LEAST SQUARE FUSION METHODS; PRINCIPAL COMPONENTS ALGORITHM (PCA);

REMOTE SENSING;

IMAGE ANALYSIS; LEAST SQUARES METHOD; PRINCIPAL COMPONENT ANALYSIS; SIGNAL-TO-NOISE RATIO; TRANSFORM; WAVELET ANALYSIS;

EID: 34547114486     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160600606890     Document Type: Article

References (37)

1. Aiazzi, B., Alparone, L., Baronti, S., Garzelli, A., Nencini, F. and Selva, M. (2004) Spectral information extraction by means of ms + pan fusion. Proceedings of ESA-EUSC 2004 - Theory and Applications of Knowledge-Driven Image Information Mining with Focus on Earth Observation, European Space Agency, Paris
2. Aschbacher, J. and Lichtenegger, J. (1990) Complementary nature of SAR and optical data: A case study in the Tropics. Earth Observation Quarterly, 31, pp. 4-8.
3. Beaulieu, M., Foucher, S. and Gagnon, L. (2003) Multi-spectral image resolution refinement using stationary wavelet transform. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS '03), pp. 4032-4034. IEEE, New York
4. Bloom, A., Fielding, E. and Fu, X. (1988) A demonstration of stereophotogrammetry with combined SIR-B and Landsat-TM images. International Journal of Remote Sensing, 9, pp. 1023-1038.
5. Bretschneider, T. and Kao, O. D. (2000) Image fusion in remote sensing. Proceedings of the 1st Online Symposium of Electronics Engineers, OSEE 2000
6. Chavez, P. S., Sides, S. C. and Anderson, J. A. (1991) Comparison of three different methods to merge multiresolution and multispectral data: TM & SPOT pan. Photogrammetric Engineering and Remote Sensing, 57, pp. 295-303.
7. Choi, M., Kim, M. G., Kim, T. and Kim, R. Y. (2003) Biorthogonal wavelets-based Landsat 7 image fusion. Proceedings of the 24th Asian Conference on Remote Sensing (ACRS '03) and the International Symposium on Remote Sensing (ISRS), 24, pp. 494-496.
8. Cliché, G., Bonn, F. and Teillet, P. (1985) Integration of the SPOT Pan channel into its multispectral mode for image sharpness enhancement. Photogrammetric Engineering and Remote Sensing, 51, pp. 311-316.
9. de Bethune, S., Muller, F. and Binard, M. (1997) Adaptive intensity matching filters: A new tool for multiresolution data fusion. Proceedings of Multisensor Systems and Data Fusion for Telecommunications, Remote Sensing and Radar, AGARD 595, pp. 28.1-28.15.
10. de Bethune, S., Muller, F. and Donnay, J.-P. (1998) Fusion of multispectral and panchromatic images by local mean and variance matching filtering techniques. Proceedings of Fusion of Earth Data, Sophia Antipolis, Nice, France, pp. 31-37. National Remote Sensing Agency, Hyerabad
11. Dehghani, M. (2003) Waveletbased image fusion using a trous algorithm. Poster Session of the Map India Conference 29-31 January 2003, New Delhi, India
12. Duguay, G., Holder, G., Howarth, P. and Ledrew, E. (1987) Integrating remotely sensed data from different sensors for change detection. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS '87), p. 567. IEEE, New York
13. Gungor, O. and Shan, J. (2004) Evaluation of satellite image fusion using wavelet transform. Proceedings of the ISPRS, Commission VII, WG III/6
14. Guyenne, T.-D. (1995) ERS-1/2 multitemporal tandem image: Helsinki (Finland). Supplement to Earth Observation Quarterly, 48, p. 4.
15. Hong, G. and Zhang, Y. (2004) The effects of different types of wavelets on image fusion. Proceedings of the ISPRS, Commission IV
16. Janssen, L. L. F., Jaarsma, M. N. and Van der Linden, E. T. M. (1990) Integrating topographic data with remote sensing for land-cover classification. Photogrammetric Engineering and Remote Sensing, 56, pp. 1503-1506.
17. King, R. and Wang, J. (2001) A wavelet based algorithm for pan sharpening Landsat 7 imagery. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS '01), pp. 849-851. IEEE, New York pp. 849-851. IEEE, New York
18. Kingsbury, N. G. and Magarey, J. F. A. (1997) Wavelet transforms in image processing. Prague Proceedings of the First European Conference on Signal Analysis and Prediction, pp. 23-34.
19. Laben, E. A. (2000) Process for Enhancing the Spatial Resolution of Multispectral Imagery Using Pan-Sharpening (Gram-Schmidt).
20. Leckie, D. G. (1990) Synergism of SAR and visible/infrared data for forest type discrimination. Photogrammetric Engineering and Remote Sensing, 56, pp. 1237-1246.
21. Lemeshewsky, G. P. (1999) Multispectral multisensor image fusion using wavelet transforms. Proceedings SPIE, 3716, pp. 214-222.
22. Lemeshewsky, G. P. (2002) Multispectral image sharpening using a shift-invariant wavelet transform and adaptive processing of multiresolution edges. Proceedings SPIE, 4736, pp. 189-200.
23. Li, Q. and Hu, Q. (2004) 3D wavelet compression to multiple band remote sensing images based on edge reservation. Proceedings of the ISPRS
24. Pohl, C. and Van Genderen, J. L. (1995) Image fusion of microwave and optical remote sensing data for map updating in the Tropics. Proceedings SPIE, 2579, pp. 2-10.
25. Pohl, C. and Van Genderen, J. L. (1997) Multisensor image fusion in remote sensing: Concepts, methods and applications. International Journal of Remote Sensing, 19, pp. 823-854.
26. Rockinger, O. (1996) Pixel-level fusion of image sequences using wavelet frames. Proceedings of the 16th Leeds Annual Statistical Research Workshop, pp. 149-154. Leeds University Press, Leeds
27. Sanjeevi, S., Vani, K. and Lakshmi, K. (2001) Comparison of conventional and wavelet transform techniques for fusion of IRS-1C LISS-III and Panimages. Proccedings of the 22nd Asian Conference on Remote Sensing, ACRS'01, 1, pp. 140-145.
28. Schistad-Solberg, A. H., Jain, A. K. and Taxt, T. (1994) Multisource classification of remotely sensed data: Fusion of Landsat TM and SAR images. IEEE Transactions on Geoscience and Remote Sensing, 32, pp. 768-778.
29. Shamshad, A., Hussin, W. M. A. Wan and Sanusi, S. A. Mohd (2004) Comparison of different data fusion approaches for surface features extraction using Quickbird images. Japan-Vietnam Geoinformatics Consortium, GeoInformatics for Spatial-Infrastructure Development in Earth and Allied Sciences (GIS-IDEAS)
30. Simone, G., Farina, A., Morabito, F. C., Serpico, S. B. and Bruzzone, L. (2002) Image fusion techniques for remote sensing applications. Information Fusion, 3, pp. 3-15.
31. Strobl, D., Raggam, J. and Buchroithner, M. F. (1990) Terrain correction geocoding of a multi-sensor image data set. Proceedings of the 10th EARSEL Symposium, pp. 98-107. European Space Agency, Paris
32. Suits, G., Malila, W. and Weller, T. (1988) Procedures for using signals from one sensor as substitutes for signals of another. Remote Sensing of Environment, 25, pp. 395-408.
33. Vrabel, Jim (1996) Multispectral imagery band sharpening study. Photogrammetric Engineering and Remote Sensing, 62, pp. 1075-1083.
34. Wald, L., Ranchin, T. and Mangolini, M. (1997) Fusion of satellite images of different spatial resolutions: Assessing the quality of resulting images. Photogrammetric Engineering and Remote Sensing, 63, pp. 691-699.
35. Wang, Z. and Bovic, A. C. (2002) A Universal Image Quality index. IEEE Signal Processing Letters, 9, pp. 81-84.
36. Weydahl, D. J. (1993) Multitemporal analysis of ERS-1 SAR images over land areas. Better understanding of Earth environment. Proceedings 13th Annual IEEE International Geoscience and Remote Sensing Symposium (IGARSS '93), pp. 1459-1461. IEEE, New York
37. Zhang, Y. (2002) Problems in the fusion of commercial high-resolution satellite images as well as LANDSAT 7 images and initial solutions. International Archives of Photogrammetry and Remote Sensing (IAPRS)