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A new filter for feature extraction of line pattern texture with application to cancer detection

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2 Author(s)
Hasegawa, J. ; Dept. of Comput. Sci., Chukyo Univ., Toyota, Japan ; Toriwaki, J.

Proposes a nonlinear filter for extracting local features of linear texture patterns. This filter calculates at each pixel the degree of local concentration of line patterns based upon a new measure called the concentration index. Basic properties of this measure are shown both theoretically and experimentally, and the filter is applied to detection of cancer lesions from stomach X-ray images

Published in:

Pattern Recognition, 1992. Vol.III. Conference C: Image, Speech and Signal Analysis, Proceedings., 11th IAPR International Conference on

Date of Conference:

30 Aug-3 Sep 1992