Title :
Eigenfunctions, eigenvalues, and fractionalization of the quaternion and biquaternion fourier transforms
Author :
Soo-Chang Pei ; Jian-Jiun Ding ; Kuo-Wei Chang
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
The discrete quaternion Fourier transform (DQFT) is useful for signal analysis and image processing. In this paper, we derive the eigenfunctions and eigenvalues of the DQFT. We also extend our works to the reduced biquaternion case, i.e., the discrete reduced biquaternion Fourier transform (DRBQFT). We find that an even or odd symmetric eigenvector of the 2-D DFT will also be an eigenvector of the DQFT and the DRBQFT. Moreover, both the DQFT and the DRBQFT have 8 eigenspaces, which correspond to the eigenvalues of 1, -1, i, -i, j, -j, k, and -k. We also use the derived eigenvectors to fractionalize the DQFT and the DRBQFT and define the discrete fractional quaternion transform and the discrete fractional reduced biquaternion Fourier transform.
Keywords :
discrete Fourier transforms; eigenvalues and eigenfunctions; 2D DFT; biquaternion Fourier transform; discrete quaternion Fourier transform; eigenfunctions; eigenvalues; signal analysis; Algebra; Discrete Fourier transforms; Eigenvalues and eigenfunctions; Manganese; Quaternions; Signal processing;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg