Tensor Completion Based on Triple Tubal Nuclear Norm

Tensor Completion Based on Triple Tubal Nuclear Norm

Many tasks in computer vision suffer from missing values in tensor data, i.e., multi-way data array. The recently proposed tensor tubal nuclear norm (TNN) has shown superiority in imputing missing values in 3D visual data, like color images and videos. However, by interpreting in a circulant way, TN...

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Bibliographic Details
Main Authors: Dongxu Wei, Andong Wang, Xiaoqin Feng, Boyu Wang, Bo Wang
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Algorithms
Subjects:
tensor completion
tensor SVD
ADMM
image inpainting
video inpainting
Online Access:http://www.mdpi.com/1999-4893/11/7/94

Internet

http://www.mdpi.com/1999-4893/11/7/94

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