Low-Rank Tensor Completion for Image and Video Recovery via Capped Nuclear Norm

Inspired by the robustness and efficiency of the capped nuclear norm, in this paper, we apply it to 3D tensor applications and propose a novel low-rank tensor completion method via tensor singular value decomposition (t-SVD) for image and video recovery. The proposed tensor capped nuclear norm model...

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Bibliographic Details
Main Authors: Xi Chen, Jie Li, Yun Song, Feng Li, Jianjun Chen, Kun Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8794527/