Randomized Quaternion Singular Value Decomposition for Low-Rank Approximation

Qiaohua Liu, Sitao Ling, Zhigang Jia

This paper presents a randomized quaternion singular value decomposition (QSVD) algorithm for low-rank matrix approximation problems, which are widely used in color face recognitio…