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SMP Kernel matrix.
Averaging Kernel Matrix.
(a) Kernel matrix, K t) .
Figure 8 The guided filter kernel matrix.
Subsequently, we can create the kernel matrix as: (3).
(Sigma ) is also referred to as the kernel matrix.
Based on the special structure of DFRST, the kernel matrix of DFRST is different from the kernel matrix of DFT.
The Nyström method approximates eigenvectors of a given kernel matrix by randomly sampling subset of data.
Compute the affinity weight matrix W according to (2), compute kernel matrix K according to (9).
Variance (tilde{sigma }_{(0)}^2) (c) computed from the theoretical kernel matrix ({mathbf {G}^{(0)}}).
Note that, the result is the average of the entries in the kernel matrix.
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