Color Image Reconstruction Based on Singular Value Decomposition of Quaternion Matrices

This article gives a constructive proof of singular value decomposition of a quaternion matrix by using the complex representation of quaternion matrices and properties of the eigenvectors. Therefore, a practical algorithm for singular value decomposition of quaternion matrices is obtained. Meanwhile, decomposition algorithm of singular values is applied to the reconstruction of color images. The reconstructed color images have high visual quality.