Paper
1 October 1998 Fast algorithm of Hoteling basis construction
Vitalij N. Kurashov, Olexandr M. Soloveyko, Yurij S. Musatenko
Author Affiliations +
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.
© (1998) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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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KEYWORDS
Wavelets

Signal to noise ratio

Image classification

Detection and tracking algorithms

Signal processing

Wavelet transforms

Matrices

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