A Direct Method for Solving Regularized Quaternion Matrix Regression Problems

ABSTRACT In this paper, we mainly discuss a direct method for solving the regularized quaternion matrix regression. Using the complex representation method, we first obtain the closed‐form solutions of the regularized quaternion matrix regression problem and then provide two numerical examples of color face recognition to show the feasibility of the proposed algorithms.