Published February 24, 2017 | Version v1.0
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gjacopo/multifractal: Final release of "multifractal" software tools

Authors/Creators

  • 1. Eurostat

Contributors

Description

This is the final release of the "multifractal" software tools (C/Matlab) for multifractal analysis of 1D (time-series) and 2D (images) signals.

Currently, no further development is planned.

Files

gjacopo/multifractal-v1.0.zip

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Additional details

Related works

Is supplement to
https://github.com/gjacopo/multifractal/tree/v1.0 (URL)

References

  • Grazzini J., Turiel A., Yahia H., and Herlin I. (2007): A multifractal approach for extracting relevant textural areas in satellite meteorological images, Environmental Modelling & Software, 22(3):323-334, doi: 10.1016/j.envsoft.2005.07.032.
  • Turiel A., Pérez-Vicente C.J., and Grazzini J. (2006): Numerical methods for the estimation of singularity spectra on sampled data: a comparative study, Journal of Computational Physics, 216(1):362-390, doi: 10.1016/j.jcp.2005.12.004.
  • Grazzini J., Turiel A., and Yahia H. (2006): Multifractal formalism for remote sensing: A contribution to the description and the understanding of meteorological phenomena in satellite images, Complexus Mundi. Emergent Patterns in Nature, pp.247-256, World Scientific, doi: 10.1142/9789812774217_0022.
  • Grazzini J. and Chrysoulakis N. (2005): Extraction of surface properties from a high accuracy DEM using multiscale remote sensing techniques, in Proc. EnviroInfo, pp.352-356.
  • Turiel A., Grazzini J., and Yahia H. (2005): Multiscale techniques for the detection of precipitation using thermal IR satellite images, IEEE Geoscience and Remote Sensing Letters, 2(4):447-450, doi: 10.1109/LGRS.2005.852712.
  • Grazzini J., Turiel A., and Yahia H. (2005): Presegmentation of high-resolution satellite images with a multifractal reconstruction scheme based on an entropy criterium, in Proc. IEEE ICPR, pp.I-649-52, doi: 10.1109/ICIP.2005.1529834.
  • Grazzini J., Turiel A., Yahia H., and Herlin I. (2004): Edge-preserving smoothing of high-resolution images with a partial multifractal reconstruction scheme, in Proc. ISPRS, pp.1125-1129.
  • Grazzini J. (2003): Analyses multiéchelle et multifractale d'images météorologiques : application à la détection de zones précipitantes (in French), Université de Marne-la-Vallée, PhD thesis.
  • Grazzini J., and Turiel A., and Yahia H. (2002): Entropy estimation and multiscale processing in meteorological satellite images, in Proc. IEEE ICPR, vol. 3, pp.764-768, doi: 10.1109/ICPR.2002.1048103.
  • Turiel A. and Parga, N. (2000): Multifractal wavelet filter of natural images, Physical Review Letters, 85(15):3325-8, doi:10.1103/PhysRevLett.85.3325.
  • Turiel A. and Parga, N. (2000): The multifractal structure of contrast changes in natural images: From sharp edges to textures, Neural Computation, 12(4):763-793, doi:10.1162/089976600300015583.