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The new generic feature representation approach was utilized for Gaussian recognition. Approach consists of using simultaneously two new recognition features: real and imaginary Fourier components with taking into account the covariance between features.Advanced time-frequency technique, short time Fourier transform was considered.The recognition effectiveness between the new approach and Hartley...