Tensor Completion Using Kronecker Rank-1 Tensor Train With Application to Visual Data Inpainting

The problem of data reconstruction with partly sampled elements under a tensor structure, which is referred to as tensor completion, is addressed in this paper. The properties of the rank-1 tensor train decomposition and the tensor Kronecker decomposition are introduced at first, and then the tensor...

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Bibliographic Details
Main Authors: Weize Sun, Yuan Chen, Hing Cheung So
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8440663/