Low-Rank Tensor Completion via Tensor Nuclear Norm With Hybrid Smooth Regularization

As a convex surrogate of tensor multi rank, recently the tensor nuclear norm (TNN) obtains promising results in the tensor completion. However, only considering the low-tubal-rank prior is not enough for recovering the target tensor, especially when the ratio of available elements is extremely low....

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Bibliographic Details
Main Authors: Xi-Le Zhao, Xin Nie, Yu-Bang Zheng, Teng-Yu Ji, Ting-Zhu Huang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8830446/