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Definition of "Karhunen–Loeve transform (KLT)" |
an optimal image transform in an energy packing sense.If the images are transformed by y=Ax then the corresponding quadratic term associated with the covariance matrix becomes x'A'RAx Hence the image uncorrelation is reduced to finding A such thatA'RA = Λ = diag(λ1......λn)This equation can be solved by finding in the following three steps. |
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