Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD
Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD
In this paper we propose novel methods for completion (from limited samples) and de-noising of multilinear (tensor) data and as an application consider 3-D and 4- D (color) video data completion and de-noising. We exploit the recently proposed tensor-Singular Value Decomposition (t-SVD)[11]. Based on t-SVD, the notion of multilinear rank …