Implementation of Karhunen–Loeve expansion for simulation using a wavelet-Galerkin scheme

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Orthonormal bases of compactly supported wavelets

Ingrid Daubechies · Communications on Pure and Applied Mathematics · 1988 · 8.2K citations

Natural Sciences, Computer Science, Computer Vision +7

Fast wavelet transforms and numerical algorithms I

Gregory Beylkin, Ronald R. Coifman, Vladimir Rokhlin · Communications on Pure and Applied Mathematics · 1991 · 1.8K citations

Natural Sciences, Computer Science, Mathematics +16

A Class of Bases in $L^2$ for the Sparse Representation of Integral Operators

Bradley K. Alpert · SIAM Journal on Mathematical Analysis · 1993 · 475 citations

Natural Sciences, Computer Science, Mathematics +13

Convergence study of the truncated Karhunen–Loeve expansion for simulation of stochastic processes

Shuping Huang, Ser Tong Quek, Kok‐Kwang Phoon · International Journal for Numerical Methods in Engineering · 2001 · 458 citations

Engineering, Computational Engineering, Stochastic Modeling +13