Multiway Filtering Based on Fourth-Order Cumulants

Multiway Filtering Based on Fourth-Order Cumulants

<p/> <p>We propose a new multiway filtering based on fourth-order cumulants for the denoising of noisy data tensor with correlated Gaussian noise. The classical multiway filtering is based on the TUCKALS3 algorithm that computes a lower-rank tensor approximation. The presented method rel...

Full description

Bibliographic Details
Main Authors: Muti Damien, Bourennane Salah
Format: Article
Language:English
Published: SpringerOpen 2005-01-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Multicomponent signals
tensors
Tucker3 decomposition
HOSVD
cumulant slice matrix
subspace methods
Online Access:http://dx.doi.org/10.1155/ASP.2005.1147

Internet

http://dx.doi.org/10.1155/ASP.2005.1147

Similar Items