11 citations · 34 across the 29 of their papers we have counts for
3 papers · 1 filter
A multidimensional principal component analysis via the c-product Golub-Kahan-SVD for classification and face recognition
Mustapha Hached, Khalide Jbilou, Christos Koukouvinos +1
Face recognition and identification is a very important application in machine learning. Due to the increasing amount of available data, traditional approaches based on matricizati…
Discrete cosine transform LSQR and GMRES methods for multidimensional ill-posed problems
M. El Guide, A. El Ichi, K. Jbilou
In the present work, we propose new tensor Krylov subspace method for ill posed linear tensor problems such as in color or video image restoration. Those methods are based on the t…
On the tensor nuclear norm and the total variation regularization for image and video completion
A. H. Bentbib, A. El Hachimi, K. Jbilou +1
In the present paper we propose two new algorithms of tensor completion for three-order tensors. The proposed methods consist in minimizing the average rank of the underlying tenso…