Andrei C. Jalba, Michael H.F. Wilkinson, Jos B.T.M. Roerdink  Home/Search
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Abstract: In this paper we present a multi-scale method based on mathematical morphology which can successfully be used in pattern classification tasks. 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 report classification results obtained using... (Update)
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BibTeX entry: (Update)
@misc{ jalba-morphological,
author = "Andrei C. Jalba and Michael H.F. Wilkinson and Jos B.T.M. Roerdink",
title = "Morphological Hat-Transform Scale Spaces and Their Use in Pattern Classification",
url = "citeseer.ist.psu.edu/704452.html" }
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