Low Tensor Rank Constrained Image Inpainting Using a Novel Arrangement Scheme

Low Tensor Rank Constrained Image Inpainting Using a Novel Arrangement Scheme

Employing low tensor rank decomposition in image inpainting has attracted increasing attention. This study exploited novel tensor arrangement schemes to transform an image (a low-order tensor) to a higher-order tensor without changing the total number of pixels. The developed arrangement schemes enh...

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Bibliographic Details
Main Authors: Shuli Ma, Youchen Fan, Shengliang Fang, Weichao Yang, Li Li
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
image inpainting
tensor decomposition
rearrangement scheme
unfolding matrix
alternating direction multiplier method
Online Access:https://www.mdpi.com/2076-3417/15/1/322
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