Review of quaternion-based color image processing methods

C Huang, J Li, G Gao - Mathematics, 2023 - mdpi.com
Images are a convenient way for humans to obtain information and knowledge, but they are
often destroyed throughout the collection or distribution process. Therefore, image …

Asymptotic behaviour of the quaternion linear canonical transform and the Bochner–Minlos theorem

KI Kou, J Morais - Applied Mathematics and Computation, 2014 - Elsevier
There have been numerous proposals in the literature to generalize the classical Fourier
transform by making use of the Hamiltonian quaternion algebra. The present paper reviews …

Color medical image lossless watermarking using chaotic system and accurate quaternion polar harmonic transforms

Z Xia, X Wang, W Zhou, R Li, C Wang, C Zhang - Signal Processing, 2019 - Elsevier
With the increasingly widespread use of medical images in medical institutions and
networks, the copyright protection of medical images has become increasingly urgent. Since …

The quaternion LMS algorithm for adaptive filtering of hypercomplex processes

CC Took, DP Mandic - IEEE Transactions on Signal Processing, 2008 - ieeexplore.ieee.org
The quaternion least mean square (QLMS) algorithm is introduced for adaptive filtering of
three-and four-dimensional processes, such as those observed in atmospheric modeling …

Color image analysis by quaternion-type moments

B Chen, H Shu, G Coatrieux, G Chen, X Sun… - Journal of mathematical …, 2015 - Springer
In this paper, by using the quaternion algebra, the conventional complex-type moments
(CTMs) for gray-scale images are generalized to color images as quaternion-type moments …

Color image watermarking using multidimensional Fourier transforms

TK Tsui, XP Zhang, D Androutsos - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper presents two vector watermarking schemes that are based on the use of complex
and quaternion Fourier transforms and demonstrates, for the first time, how to embed …

Color image watermarking based on a fast structure-preserving algorithm of quaternion singular value decomposition

M Zhang, W Ding, Y Li, J Sun, Z Liu - Signal Processing, 2023 - Elsevier
This paper presents a new color image watermarking algorithm based on a fast structure-
preserving algorithm of quaternion singular value decomposition (QSVD). We first propose F …

Vector sparse representation of color image using quaternion matrix analysis

Y Xu, L Yu, H Xu, H Zhang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Traditional sparse image models treat color image pixel as a scalar, which represents color
channels separately or concatenate color channels as a monochrome image. In this paper …

Quaternion Zernike moments and their invariants for color image analysis and object recognition

BJ Chen, HZ Shu, H Zhang, G Chen, C Toumoulin… - Signal processing, 2012 - Elsevier
Moments and moment invariants have become a powerful tool in pattern recognition and
image analysis. Conventional methods to deal with color images are based on RGB …

Full 4-D quaternion discrete Fourier transform based watermarking for color images

B Chen, G Coatrieux, G Chen, X Sun… - Digital Signal …, 2014 - Elsevier
Among the few existing color watermarking schemes, some use quaternion discrete Fourier
transform (QDFT). By modulating at least one component of QDFT coefficients, they spread …