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Texture segmentation using filters with optimized energy separation

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2 Author(s)
Randen, T. ; Schlumberger Geco-Prakla, Stavanger, Norway ; Husoy, J.H.

The design of filters for texture feature extraction is addressed. Based on a new feature extraction model, optimization approaches utilizing various feature (energy) separation criteria are developed. Both two- and multiple-texture problems are addressed. The approaches are assessed by supervised segmentation experiments. The experiments also include results from alternative filter optimization approaches

Published in:

Image Processing, IEEE Transactions on  (Volume:8 ,  Issue: 4 )