@ARTICLE{baudrier_isj07,
  AUTHOR =      {\'Etienne Baudrier and Gilles Millon and Frédéric Nicolier and Ralph Seulin and Su Ruan},
  TITLE =        {Hausdorff distance-based multiresolution maps applied to an image similarity measure},
  JOURNAL =      {Imaging Science Journal},
  YEAR =         {2007},
  volume =       {55},
  number =       {3},
  pages =        {164-174},
  abstract =     {In this paper, a new dissimilarity measure is presented. This measure, based on the 
Hausdorff distance, is carried out locally with a sliding window. That results in a dissimilarity map 
relative to the two images to compare. The decision is based on the comparison of the dissimilarity 
map histogram with reference histograms of the class of dissimilarity maps. The comparison is carried 
out at the different scales of a multiresolution analysis, allowing in the learning step to choose 
automatically the most discriminating scale in a user-defined notion of dissimilarity. As an application, 
a database of digitalized ancient illustrations is successfully processed by the introduced method.}
}