• DocumentCode
    3161027
  • Title

    Bruegel´s drawings under the multifractal microscope

  • Author

    Abry, P. ; Jaffard, S. ; Wendt, H.

  • Author_Institution
    Phys. Dept., ENS Lyon, Lyon, France
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    3909
  • Lastpage
    3912
  • Abstract
    Recently, a growing interest in the exploration of the potential of signal or image processing tools for the purposes of art analysis has emerged. The wavelet leader based multifractal analysis consists of a mathematical tool recently introduced in image processing for the characterization of homogeneous textures based on their regularity properties. Here, this novel tool is applied to a set of digitized versions of drawings, made available by the NY Metropolitan Museum of Art, consisting of authentic Bruegel drawings and several imitations. Multifractal attributes are estimated from several patches of each of these drawings, and their ability to discriminate authentic drawings from impostors is investigated by means of subspace projections and quadratic discriminant analysis. Besides showing very satisfactory performance, the achieved discrimination provides interesting insights into the differences between the regularity of the textures of authentic Bruegel drawings versus imitations, potentially relating the fractal properties of the drawings to the artist´s drawing style.
  • Keywords
    image texture; museums; wavelet transforms; NY Metropolitan Museum of Art; artist drawing style; authentic Bruegel drawing texture; discriminate authentic drawings; drawing fractal properties; homogeneous texture characterization; image processing tools; mathematical tool; multifractal microscope; quadratic discriminant analysis; signal processing tools; subspace projections; wavelet leader based multifractal analysis; Art; Forgery; Fractals; Image processing; Signal processing; Wavelet analysis; Wavelet transforms; Bruegel´s Drawings; Forgery Detection; Multifractal Analysis; Texture Analysis; Wavelet Leaders;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288772
  • Filename
    6288772