The assessment of multi-sensor image fusion using wavelet transforms for mapping the Brazilian Savanna

International Journal of Applied Earth Observation and Geoinformation

Volumn 8, Issue 4, 2006, Pages 278-288

  Acerbi Junior, F W ^a,b   Clevers, J G P W ^a   Schaepman, M E ^a  

^a WAGENINGEN UNIVERSITY   (Netherlands)

^b FEDERAL UNIVERSITY OF LAVRAS   (Brazil)

Author keywords

Brazilian Savanna; Multi sensor image fusion; Quality assessments; Wavelet transforms

Indexed keywords

FTIR SPECTROSCOPY; IMAGE RESOLUTION; LANDSAT MULTISPECTRAL SCANNER; MAPPING; MODIS; SAVANNA; SPATIAL RESOLUTION; WAVELET ANALYSIS;

BRAZIL; SOUTH AMERICA;

EID: 33750939626     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2006.01.001     Document Type: Article

References (39)

1. Acerbi-Junior F.W., Carvalho L.M.T., Wachowicz M., and Clevers J.G.P.W. Are we using the right quality measures in multi-resolution data fusion?. Proceedings of the 24th EARSeL Symposium "New Strategies for European Remote Sensing", Millpress. Dubrovnik, Croatia (2004) 361-368
2. Aiazzi B., Alparone L., and Baronti S. Multiresolution local-statistics speckle filtering based on a ratio laplacian pyramid. IEEE Trans. Geosci. Remote Sens. 36 5 (1998) 1466-1476
3. Aiazzi B., Alparone L., Baronti S., and Garzelli A. Context-driven fusion of high spatial and spectral resolution images based on oversampled multiresolution analysis. IEEE Trans. Geosci. Remote Sens. 40 10 (2002) 2300-2312
4. Alparone L., Cappellini V., Mortelli L., Aiazzi B., Baronti S., and Carla R. A Pyramid-based Approach to Multisensor Image Data Fusion with Preservation of Spectral Signatures. Future Trends in Remote Sensing (1998), Balkema, Rotterdam pp. 419-426
5. Burt J.P., and Adelson E.H. The laplacian pyramid as a compact image code. IEEE Trans. Commun. 31 (1983) 532-540
6. Carvalho L.M.T., Acerbi-Junior F.W., Fonseca L.M., Clevers J.G.P.W., and De Jong S.M. Multi-scale feature extraction from images using wavelets. In: De Jong S.M., and Van Der Meer F.D. (Eds). Remote Sensing Image Analysis: Including the Spatial Domain vol. 5 (2004), Kluwer Academic Publishers, Dordrecht 237-270
7. Carvalho L.M.T., Clevers J.G.P.W., Skidmore A.K., and De Jong S.M. Selection of imagery data and classifiers for mapping Brazilian semideciduous Atlantic forests. Int. J. Appl. Earth Observ. Geoinf. 5 3 (2004) 173-186
8. Chibani Y., and Houacine A. Redundant versus orthogonal wavelet decomposition for multisensor image fusion. Pattern Recogn. 36 (2003) 879-887
9. Congalton R.G., and Green K. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices (1999), Lewis Publishers, Boca Raton, Florida 137p
10. Cornet Y., and Binard M. Which metrics to assess and compare the quality of image fusion products?. Proceedings of the 24th EARSeL Symposium "New Strategies for European remote Sensing", Millpress. Dubrovnik, Croatia (2004) 385-392
11. Ferreira L.G., Yoshioka H., Huete A., and Sano E.E. Seasonal landscape and spectral vegetation index dynamics in the Brazilian Cerrado: an analysis within the large-scale biosphere-atmosphere experiment in Amazonia (LBA). Remote Sens. Environ. 87 4 (2003) 534-550
12. Garguet-Duport B., Girel J., Chassery J.M., and Pautou G. The use of multiresolution analysis and wavelets transform for merging SPOT panchromatic and multispectral image data. Photogramm. Eng. Remote Sens. 62 9 (1996) 1057-1066
13. Goutsias J., and Heijmans H.J.A.M. Multiresolution signal decomposition schemes. Part 2: Morphological wavelets. IEEE Trans. Image Process. 9 11 (2000) 1897-1913
14. Klink C.A., and Machado R.B. Conservation of the Brazilian Cerrado. Conserv. Biol. 19 3 (2005) 707-713
15. Li S., Kwok J.T., and Wang Y. Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images. Inf. Fusion 3 1 (2002) 17-23
16. Lins L.V., Machado A.B.M., Costa C.M.R., and Hermann G. Roteiro metodológico para elaboração de listas de espécies ameaçadas de extinção. Publicações Avulsas da Fundação Biodiversitas (1997), Belo Horizonte, Brazil 53 p.
17. Liu Z., Tsukada K., Hanasaki K., Ho Y.K., and Dai Y.P. Image fusion by using steerable pyramid. Pattern Recogn. Lett. 22 9 (2001) 929-939
18. Machado A.B.M.F., Machado G.A.B.R.B., Aguiar L.M.S., and Lins L.V. Livro vermelho das espécies ameaçadas de extinção da fauna de Minas Gerais (1998), Fundação Biodiversitas. Belo Horizonte, Brasil 503 p.
19. Machado, R.B., Ramos Neto, M.B., Pereira, P.G.P., Caldas, E.F., Gonçalves, D.A., Santos, N.S., Tabor, K. and Steininger, M. 2004. Estimativas de perda da área do Cerrado brasileiro. Relatório técnico não publicado. Conservação International do Brasil, Brasília. 23p. Brasília, DF: 23p.
20. Meenakshisundaram V., and Couloigner I. Image fusion of Ikonos pan and multispectral images for classification of the urban environment. Proceedings of the 24th EARSeL Symposium "New Strategies for European Remote Sensing", Millpress. Dubrovnik, Croatia (2004) 335-342
21. Núñez J., Otazu X., Fors O., Prades A., Pala V., and Arbiol R. Multiresolution-based image fusion with additive wavelet decomposition. IEEE Trans. Geosci. Remote Sens. 37 3 (1999) 1204-1211
22. Oliveira L.T., Carvalho L.M.T., and Acerbi-Junior F.W. Mineração de dados geográficos para mapear as fitofisionomias do bioma cerrado. Anais XII Simpósio Brasileiro de Sensoriamento Remoto (2005), INPE, Goiânia, Brasil 4177-4184
23. Piella G. A general framework for multiresolution image fusion: from pixels to regions*1. Inf. Fusion 4 4 (2003) 259-280
24. Pohl C. Geometric aspects of multisensor image fusion for topographic map updating in the humid tropics vol. 39 (1996), International Institute for Aerospace Survey and Earth Sciences-ITC 159 p.
25. Ranchin T., Aiazzi B., Alparone L., Baronti S., and Wald L. Image fusion-the ARSIS concept and some successful implementation schemes. Isprs J. Photogramm. Remote Sens. 58 1-2 (2003) 4-18
26. Ranchin T., and Wald L. Fusion of high spatial and spectral resolution images: the ARSIS concept and its implementation. Photogramm. Eng. Remote Sens. 66 1 (2000) 49-61
27. Ratter J.A., Ribeiro J.F., and Bridgewater S. The Brazilian Cerrado vegetation and threats to its biodiversity. Ann. Bot. 80 (1997) 223-230
28. Scolforo J.R.S., Oliveira A.D., Mello J.M., Acerbi-Junior F.W., Borges L.F.R., and Oliveira L.T. O manejo de fragmentos nativos, na Vallourec and Mannesmann Florestal, região de Curvelo, Minas Gerais (2001), Universidade Federal de Lavras - UFLA, Lavras, Brasil 305 p.
29. Shi W., Zhu C., Zhu C., and Yang X. Multi-band wavelet for fusing SPOT panchromatic and multispectral images. Photogramm. Eng. Remote Sens. 69 5 (2003) 513-520
30. Starck J.-L., Murtagh F., and Bijaoui A. Image Processing and Data Analysis: The Multiscale Approach (1998), Cambridge University Press, Cambridge, UK 287 p.
31. Teggi S., Cecchi R., and Serafini F. TM and IRS-1C-PAN data fusion using multiresolution decomposition methods based on the 'a trous' algorithm. Int. J. Remote Sens. 24 6 (2003) 1287-1301
32. Terrettaz P. Comparison of different methods to merge SPOT P and XS data: evaluation in an urban area (1998), Future Trends Remote Sens., Balkema, Rotterdam pp. 435-443
33. Vrabel J. Multispectral imagery advanced band sharpening study. Photogramm. Eng. Remote Sens. 66 1 (2000) 73-79
34. Wald L. Data Fusion Definitions and Architectures: Fusion of Images of Different Spatial Resolutions (2002), École des Mines de Paris, Paris 198 p.
35. Wald L., and Ranchin T. Comment: Liu smoothing filter-based intensity modulation: a spectral preserve image fusion technique for improving spatial details. Int. J. Remote Sens. 23 3 (2002) 593-597
36. Wald L., Ranchin T., and Mangolini M. Fusion of satellite images of different spatial resolutions: assessing the quality of resulting images. Photogramm. Eng. Remote Sens. 63 6 (1997) 691-699
37. Wood A., Stedman-Edwards P., and Mang J. The Root Causes of Biodiversity Loss (2000), World Wildlife Fund and Earthscan Publications Ltd., London, UK 304 p.
38. Yocky D.A. Multiresolution wavelet decomposition image merger of Landsat Thematic Mapper and SPOT panchromatic data. Photogramm. Eng. Remote Sens. 62 9 (1996) 1067-1074
39. Zhou J., Civco D.L., and Silander J.A. A wavelet transform method to merge Landsat TM and SPOT panchromatic data. Int. J. Remote Sens. 19 4 (1998) 743-757