most citedLow Rank Quaternion Matrix Completion Based on Quaternion QR Decomposition and Sparse Regularizer

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cs.CV2023

-Norm Regularized Quaternion Matrix Completion Using Sparse Representation and Quaternion QR Decomposition

Juan Han, Kit Ian Kou, Jifei Miao +2

Color image completion is a challenging problem in computer vision, but recent research has shown that quaternion representations of color images perform well in many areas. These…

cs.CV2023

Quaternion tensor left ring decomposition and application for color image inpainting

Jifei Miao, Kit Ian Kou, Hongmin Cai +1

In recent years, tensor networks have emerged as powerful tools for solving large-scale optimization problems. One of the most promising tensor networks is the tensor ring (TR) dec…