Fast algorithm of Hoteling basis construction

Vitalij N. Kurashov; Olexandr M. Soloveyko; Yurij S. Musatenko

doi:10.1117/12.323245

1 October 1998 Fast algorithm of Hoteling basis construction

Vitalij N. Kurashov, Olexandr M. Soloveyko, Yurij S. Musatenko

Proceedings Volume 3460, Applications of Digital Image Processing XXI; (1998) https://doi.org/10.1117/12.323245
Event: SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 1998, San Diego, CA, United States

Abstract

The paper suggests new fast algorithm for approximate Hoteling basis construction which is known to be important in pattern recognition. In contrary to traditional methods the algorithm permits to classify signals with high capacity. The presented method is based on wavelet transform and it is fast. Efficiency of the constructed approximate Hoteling filter is demonstrated. Experimental results are obtained for texture classification problem. The comparison with recognition using signs obtained via approximate Karhunen-Loeve transform is conducted.

Citation Download Citation

Vitalij N. Kurashov, Olexandr M. Soloveyko, and Yurij S. Musatenko "Fast algorithm of Hoteling basis construction", Proc. SPIE 3460, Applications of Digital Image Processing XXI, (1 October 1998); https://doi.org/10.1117/12.323245

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