A new structure-preserving quaternion QR decomposition method for color image blind watermarking

Y Chen, ZG Jia, Y Peng, YX Peng, D Zhang - Signal Processing, 2021 - Elsevier
Most of the existing color image watermarking schemes are designed to mark each color
channel individually, which ignores the correlation of different color channels and the …

Joint diagonalization for a pair of Hermitian quaternion matrices and applications to color face recognition

ST Ling, YD Li, B Yang, ZG Jia - Signal Processing, 2022 - Elsevier
A new joint diagonalization algorithm for a pair of Hermitian quaternion matrices is derived
incorporating real structure-preserving strategy. The structure-preserving joint …

A complex structure-preserving algorithm for computing the singular value decomposition of a quaternion matrix and its applications

D Zhang, T Jiang, C Jiang, G Wang - Numerical Algorithms, 2024 - Springer
Singular value decomposition plays a prominent role in the theoretical study and numerical
calculation of a quaternion matrix in applied sciences. This paper, by means of a complex …

Advanced variations of two-dimensional principal component analysis for face recognition

M Zhao, Z Jia, Y Cai, X Chen, D Gong - Neurocomputing, 2021 - Elsevier
The two-dimensional principal component analysis (2DPCA) has been one of the basic
methods of developing artificial intelligent algorithms. To increase the feasibility, we propose …

Robust dual-color watermarking based on quaternion singular value decomposition

Y Chen, Z Jia, Y Peng, Y Peng - IEEE Access, 2020 - ieeexplore.ieee.org
This paper proposes a robust dual-color watermarking based on quaternion singular value
decomposition (QSVD), which can embed large payloads into color images with low …

A complex structure-preserving algorithm for the full rank decomposition of quaternion matrices and its applications

G Wang, D Zhang, VI Vasiliev, T Jiang - Numerical Algorithms, 2022 - Springer
In this paper, based on the Gauss transformation of a quaternion matrix, we study the full
rank decomposition of a quaternion matrix, and obtain a direct algorithm and complex …

Randomized quaternion QLP decomposition for low-rank approximation

H Ren, RR Ma, Q Liu, ZJ Bai - Journal of Scientific Computing, 2022 - Springer
The low-rank approximation of a quaternion matrix has attracted growing attention in many
applications including color image processing and signal processing. In this paper, based …

Arnoldi method for large quaternion right eigenvalue problem

QW Wang, XX Wang - Journal of Scientific Computing, 2020 - Springer
In this paper, we investigate the Arnoldi method of the right eigenvalue problem of the large-
scale quaternion matrices. We use the real structure-preserving rather than the quaternion …

Complex structure-preserving method for Schrödinger equations in quaternionic quantum mechanics

Z Guo, T Jiang, VI Vasil'ev, G Wang - Numerical Algorithms, 2023 - Springer
The quaternionic Schrödinger equation∂∂ t| f⟩=-A| f⟩ is the crucial part of the study of
quaternionic quantum mechanics and plays indispensable roles in related fields. One of the …

A complex structure-preserving algorithm for split quaternion matrix LDU decomposition in split quaternion mechanics

G Wang, T Jiang, Z Guo, D Zhang - Calcolo, 2021 - Springer
Matrix decompositions play a prominent role in the theoretical study and numerical
calculation of split quaternion mechanics. This paper, by means of a complex representation …