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An efficient data mining technique with applications in multivariate image analysis

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2 Author(s)
Laskaris, N. ; Dept. of Phys., Patras Univ., Greece ; Fotopoulos, S.

The “curse of dimensionality” complicates the analysis of multiparameter images. The application of a data mining technique, as a tool to resolve the image puzzle, is the subject of this study. This well developed technique is a sequential planing procedure, based on the minimal spanning tree of the data. It is armed with a Hopfield neural network implementation and, being computationally efficient, appears to be very attractive for image understanding tasks. Integrated in a GUI environment, it can be a useful prelude to the subsequent image analysis

Published in:

Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on  (Volume:2 )

Date of Conference:

2-4 Jul 1997