Automatic recognition of image contents using textural information and a synergetic classifier

Frank Weiler; Frank Vogelsang; Markus W. Kilbinger; Berthold B. Wein; Rolf W. Guenther

doi:10.1117/12.274187

25 April 1997 Automatic recognition of image contents using textural information and a synergetic classifier

Frank Weiler, Frank Vogelsang, Markus W. Kilbinger, Berthold B. Wein, Rolf W. Guenther

Proceedings Volume 3034, Medical Imaging 1997: Image Processing; (1997) https://doi.org/10.1117/12.274187
Event: Medical Imaging 1997, 1997, Newport Beach, CA, United States

Abstract

We describe a method to automatically detect which kind of x-ray a given image is. Based on a feature space which represents the textural information of the image, using second order statistics, a synergetic classifier is used. The synergetic classifier is especially studied for high dimensional feature spaces and has the advantage of nearly automatic parameterization. Within a test suite consisting of numerous example images the practicability of the method is demonstrated.

Citation Download Citation

Frank Weiler, Frank Vogelsang, Markus W. Kilbinger, Berthold B. Wein, and Rolf W. Guenther "Automatic recognition of image contents using textural information and a synergetic classifier", Proc. SPIE 3034, Medical Imaging 1997: Image Processing, (25 April 1997); https://doi.org/10.1117/12.274187

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