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gasper (version 1.1.4)

tight_frame: Tight-frame computation.

Description

Constructs tight-frame.

Usage

tight_frame(evalues, evectors, b = 2)

Arguments

evalues

Eigenvalues of the Laplacian matrix.

evectors

Eigenvectors of the Laplacian matrix.

b

Parameter that control the number of scales.

References

Coulhon, T., Kerkyacharian, G., & Petrushev, P. (2012). Heat kernel generated frames in the setting of Dirichlet spaces. Journal of Fourier Analysis and Applications, 18(5), 995-1066.

Göbel, F., Blanchard, G., von Luxburg, U. (2018). Construction of tight frames on graphs and application to denoising. In Handbook of Big Data Analytics (pp. 503-522). Springer, Cham.

de Loynes, B., Navarro, F., Olivier, B. (2021). Data-driven thresholding in denoising with Spectral Graph Wavelet Transform. Journal of Computational and Applied Mathematics, Vol. 389.