@inproceedings{1d5e66b190a247d6a3b4a88bcf6d7ebd,
title = "Morphological hat-transform scale spaces and their use in texture classification",
abstract = "In this paper we present a multi-scale morphological method for use in texture classification. A connected operator similar to the morphological hat-transform is defined, and two scale-space representations are built. The most important features are extracted from the scale spaces by unsupervised cluster analysis, and the resulting pattern vectors provide the input of a decision tree classifier. We obtain 93.5 % correct classification for the Brodatz texture database.",
author = "A.C. Jalba and J.B.T.M. Roerdink and M.H.F. Wilkinson",
note = "Relation: http://www.rug.nl/informatica/organisatie/overorganisatie/iwi Rights: University of Groningen. Research Institute for Mathematics and Computing Science (IWI); IEEE International Conference on Image Processing ; Conference date: 14-09-2003 Through 17-09-2003",
year = "2003",
language = "English",
isbn = "0-7803-7750-8",
series = "IEEE International Conference on Image Processing (ICIP)",
publisher = "University of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science",
pages = "329--332",
booktitle = "2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS",
}