INVERSE METHOD FOR THE RETRIEVAL OF OCEAN VERTICAL PROFILES USING SELF ORGANIZING MAPS AND HIDDEN MARKOV MODELS - Application on Ocean Colour Satellite Image Inversion

Charantonis Anastase Alexandre, Brajard Julien, Moulin Cyril, Bardan Fouad, Thiria Sylvie

Abstract

This paper presents a statistical inversion method used to infer 3D data from 2D imaging. The methodology is based on a combination of the Self Organising Maps and the Hidden Markov Models. The method has been validated by inferring the oceanic vertical profiles of Chlorophyll-A based on sea-surface data.

References

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Paper Citation


in Harvard Style

Anastase Alexandre C., Julien B., Cyril M., Fouad B. and Sylvie T. (2011). INVERSE METHOD FOR THE RETRIEVAL OF OCEAN VERTICAL PROFILES USING SELF ORGANIZING MAPS AND HIDDEN MARKOV MODELS - Application on Ocean Colour Satellite Image Inversion . In Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2011) ISBN 978-989-8425-84-3, pages 316-321. DOI: 10.5220/0003644703160321


in Bibtex Style

@conference{ncta11,
author={Charantonis Anastase Alexandre and Brajard Julien and Moulin Cyril and Bardan Fouad and Thiria Sylvie},
title={INVERSE METHOD FOR THE RETRIEVAL OF OCEAN VERTICAL PROFILES USING SELF ORGANIZING MAPS AND HIDDEN MARKOV MODELS - Application on Ocean Colour Satellite Image Inversion},
booktitle={Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2011)},
year={2011},
pages={316-321},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003644703160321},
isbn={978-989-8425-84-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Neural Computation Theory and Applications - Volume 1: NCTA, (IJCCI 2011)
TI - INVERSE METHOD FOR THE RETRIEVAL OF OCEAN VERTICAL PROFILES USING SELF ORGANIZING MAPS AND HIDDEN MARKOV MODELS - Application on Ocean Colour Satellite Image Inversion
SN - 978-989-8425-84-3
AU - Anastase Alexandre C.
AU - Julien B.
AU - Cyril M.
AU - Fouad B.
AU - Sylvie T.
PY - 2011
SP - 316
EP - 321
DO - 10.5220/0003644703160321