Yazar "Gülmezoğlu, M. Bilginer" için Makale Koleksiyonu listeleme
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A new implementation of common matrix approach using third-order tensors for face recognition
Ergin, Semih; Çakır, Serdar; Gerek, Ömer Nezih; Gülmezoğlu, M. Bilginer (Pergamon-Elsevier Science LTD, 2011)In the classical common matrix approach (CMA), the common matrix for each individual face class is obtained using basis matrices calculated by Gram-Schmidt orthogonalization of the class covariance matrix. This common ... -
On the realization of common matrix classifier using covariance tensors
Ergin, Semih; Gerek, Ömer Nezih; Gülmezoğlu, M. Bilginer; Barkana, Atalay (Academic Press Inc Elsevier Science, 2015)Due to the growing interest in image classifiers, the concept of native two dimensional (2-D) classifiers continues to attract researchers in the field of pattern recognition. In most cases, the 2-D extension of a regular ... -
Use of center of gravity with the common vector approach in isolated word recognition
Gülmezoğlu, M. Bilginer; Edizkan, Rıfat; Ergin, Semih; Barkana, Atalay (Pergamon-Elsevier Science LTD, 2011)In this paper, the subspace based classifier, common vector approach (CVA), with the center of gravity (COG) method is used for isolated word recognition. Since the CVA classifier is sensitive to shifts through the time ...