Enhancement of tropical land cover mapping with wavelet-based fusion and unsupervised clustering of SAR and landsat image data

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4541, Issue , 2002, Pages 190-198

  Le Moigne, Jacqueline ^a   Laporte, Nadine ^b   Netanyahu, Nathan S ^b,c  

^a NASA GODDARD SPACE FLIGHT CENTER   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

^c Bar Han University   (United States)

Author keywords

Image fusion; Land cover mapping; Remote sensing imagery; Unsupervised clustering; Wavelet representation

Indexed keywords

GEOPHYSICS; IMAGE ANALYSIS; IMAGE SENSORS; MAPPING; SYNTHETIC APERTURE RADAR; WAVELET TRANSFORMS;

IMAGE FUSION; LANDSAT IMAGE DATA; UNSUPERVISED CLUSTERING;

REMOTE SENSING;

EID: 0036397250     PISSN: 0277786X     EISSN: None     Source Type: Journal    
DOI: 10.1117/12.454153     Document Type: Article

References (17)

1. N. Laporte, S.J. Goetz, C.O. Justice, and M. Heinicke, "A New Land Cover Map of Central Africa Derived from Multi-Resolution, Multi-Temporal AVHRR Data," International Journal of Remote Sensing, 19(18), pps.3537-3550, 1998.
2. P. Mayaux, G. DeGrandi, J.P. Malingreau, "Central African Forest Cover Revisited: a Multi-Satellite Analysis," Remote Sensing of the Environment, 71, pps. 183-196, 2000.
3. G. DeGrandi, J.P. Malingreau, M. Leysen, "The ERS-1 Central Afrimosaic: A New Perspective in Radar Remote Sensing for Global Monitoring of Vegetation," IEEE Transactions on Geoscience and Remote Sensing, vol. 37, no. 3, pps 1730-1746, May 1999.
4. C. Pohl, and J.L. Van Genderen, "Multisensor Image Fusion in Remote Sensing: Concepts, Methods and Applications," International Journal of Remote Sensing, vol. 19, No. 5, pps. 823-854, 1998.
5. T. Ranchin, and L. Wald, "Data Fusion of Remotely Sensed Images Using the Wavelet Transform: the ARSIS Solution," Proceedings SPIE Wavelet Applications in Signal and Image Processing IV, 1997.
6. IGARSS 2000 Data Fusion Contest, http://www.aris.sai.jrc.it/dfc/competition.html.
7. S. Kaewpijit, J. Le Moigne, and T. El-Ghazawi, "Finding the Dimensionality of Hyperspectral Data," SPIE Aerosense 2001, Algorithms for Multispectral, Hyperspectral, and Ultraspectral Imagery VII, Orlando, FL, April 16-20, 2001.
8. T. El-Ghazawi, S. Kaewpijit, and J. Le Moigne, "Parallel Adaptive Reduction of Hyperspectral Data to its Intrinsic Dimensionality," Third IEEE International Conference on Cluster Computing, Cluster Computing '2001, Newport Beach, California, October 8-11, 2001.
9. J. Pinzon, D. Slayback, C. Tucker, "Wide Field-of-View Spectrometer Optics," Monthly Report: February, March, April, NASA/GSFC, Code 923, 1999.
10. I. Daubechies, Ten Lessons on Wavelets, CMBS-NSF Series Applications in Mathematics, SIAM, 1991.
11. S. Mallat, "A Theory for Multiresolution Signal Decomposition," IEEE Pattern Analysis and Machine Intelligence, vol. PAMI-11, no. 7, 1989.
12. J.A. Richards and X. Jia, Remote Sensing Digital Image Analysis, Springer, Berlin, 1999.
13. H. Yuan, S. Khorram, and X. Long Dai, "Applications of Simulated Annealing Minimization Technique to Unsupervised Classification of Remotely Sensed Data, "Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, Hamburg, Germany, pp. 134-136, 1999.
14. J. Cihlar, R. Latifovic, and J. Beaubien "A Comparison of Clustering Strategies for Unsupervised Classification," Canadian Journal of Remote Sensing, Vol. 26, pp. 446-454, 2000.
15. J.T. Tou and R.C. Gonzales, Pattern Recognition Principles, Addison Wesley, 1974.
16. PCI (1999), EASY/PACE Software Package, Version 6.3. PCI Inc., Richmond Hill, Ontario, Canada.
17. T. Kanungo, D.M. Mount, N.S. Netanyahu, C. Piatko, R. Silverman, and A.Y. Wu, "The Analysis of a Simple K-means Cluetering Algorithm, "Proceedings of the 16th Annual ACM Symposium on Computational Geometry, Hong Kong, China, pp. 100-109, 2000.