FAST COMPUTATION OF ENTROPIES AND MUTUAL INFORMATION FOR MULTISPECTRAL IMAGES

Sié Ouattara, Alain Clément, François Chapeau-Blondeau

Abstract

This paper describes the fast computation, and some applications, of entropies and mutual information for color and multispectral images. It is based on the compact coding and fast processing of multidimensional histograms for digital images.

References

  1. Clément, A. (2002). Algorithmes et outils informatiques pour l'analyse d'images couleur. Application à l'étude de coupes histologiques de baies de raisin en microscopie optique. Ph. D. thesis, University of Angers, France.
  2. Clément, A. and Vigouroux, B. (2001). Un histogramme compact pour l'analyse d'images multi-composantes.
  3. Likar, B. and Pernus, F. (2001). A hierarchical approach to elastic registration based on mutual information. Image and Vision Computing, 19:33-44.
  4. Plataniotis, K. N. and Venetsanopoulos, A. N. (2000). Color Image Processing and Applications. Springer, Berlin.
  5. Pluim, J. P. W., Maintz, J. B. A., and Viergever, M. A. (2003). Mutual-information-based registration of medical images: A survey. IEEE Transactions on Medical Imaging, 22:986-1004.
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Paper Citation


in Harvard Style

Ouattara S., Clément A. and Chapeau-Blondeau F. (2007). FAST COMPUTATION OF ENTROPIES AND MUTUAL INFORMATION FOR MULTISPECTRAL IMAGES . In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-972-8865-83-2, pages 195-199. DOI: 10.5220/0001622801950199


in Bibtex Style

@conference{icinco07,
author={Sié Ouattara and Alain Clément and François Chapeau-Blondeau},
title={FAST COMPUTATION OF ENTROPIES AND MUTUAL INFORMATION FOR MULTISPECTRAL IMAGES},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2007},
pages={195-199},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001622801950199},
isbn={978-972-8865-83-2},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - FAST COMPUTATION OF ENTROPIES AND MUTUAL INFORMATION FOR MULTISPECTRAL IMAGES
SN - 978-972-8865-83-2
AU - Ouattara S.
AU - Clément A.
AU - Chapeau-Blondeau F.
PY - 2007
SP - 195
EP - 199
DO - 10.5220/0001622801950199