Satellite image analysis based on the method of blind separation of sources for the extraction of information

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue , 2002, Pages 919-921

  Farah, I R ^a   Ahmed, M B ^a   Naceur, M S ^a   Boussema, M R ^a  

^a UNIVERSITY OF MANOUBA   (Tunisia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BLIND SOURCE SEPARATION; IMAGE ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; INFORMATION RETRIEVAL; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION; SATELLITE COMMUNICATION SYSTEMS;

MAXIMUM LIKELIHOOD CLASSIFICATION; MIXING MATRIX; SATELLITE IMAGE ANALYSIS; SECOND ORDER BLIND IDENTIFICATION; UNMIXING MATRIX;

SENSOR DATA FUSION;

EID: 0036029419     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. D. Nuzillard and A. Bijaoui, "Blind source separation and analysis of multispectral astronomical images," Astronomy and Astrophysics, Supp. Ser. 147, 2000, pp. 1-10.
2. A. Mansour, A.K. Barros, and N. Ohnish, "Blind separation of Sources : Methods, Assumptions and Applications," IEICE Transaction Fundamentals, vol. E83-A, No. 8, August 2000, pp 1498-1512.
3. C. Jutten, J. Hérault. Réseaux neuronaux et traitement du signal. Traité des Nouvelles technologies, Herès, Paris, 1994
4. A. Hyvärien, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Transactions on Neural Networks, vol. 10, No 3, 1999, pp 626-634.
5. J. F. Cardoso, and A. Souloumiac, "Jacobi angles for simultaneous diagonalization" SIAM J. Mat. Anal. Appl., 17, pp 161-164, 1996
6. I. R. Farah, M. S. Naceur, M. B. Ahmed, M. R. Boussema. Blind separation of sources based on Independent Component Analysis for the extraction of information from satellite images, The 1st IEEE International Symposium on Signal Processing and Information Technology December 28-30, 2001, Cairo, Egypt 2001