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Showing 1 to 2 of 2 for “"Orthonormal Transform"”.

  1. Unique Image Representation as a Tensor

    <p>This thesis presents a two dimensional orthonormal transform that represents an image as coefficients in 4 independent channels. The salient feature of these coefficients is that they contain complete position spatial frequency information about the image, in a sense that the original image can …

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  2. High performance digital signal processing: Theory, design, and applications in finance

    … data. One particular tool is the Karhunen-Loeve transform (KLT) (also known as the principal component analysis) where covariance matrix of a stochastic process is decomposed into its eigenvectors and eigenvalues as the optimal orthonormal transform. Specifically, eigenanalysis is utilized to …

    njit Repository record for High performance digital signal processing: Theory, design, and applications in finance (opens in a new tab)