On solutions of the quaternion matrix equation AX=BAX=B and their applications in color image restoration

By using the complex representation of quaternion matrices, and the Moore-Penrose generalized inverse, we derive the expressions of the least squares solution with the least norm, the least squares pure imaginary solution with the least norm, and the least squares real solution with the least norm for the quaternion matrix equation AX=B, respectively. Finally, we discuss their applications in color image restoration.

[1]  Lei Zhang,et al.  The reflexive and anti-reflexive solutions of the matrix equation AHXB=C , 2007 .

[2]  Fuzhen Zhang Quaternions and matrices of quaternions , 1997 .

[3]  Shi-Fang Yuan,et al.  Least squares solution of the quaternion matrix equation with the least norm , 2011 .

[4]  Sabine Van Huffel,et al.  Consistency of elementwise-weighted total least squares estimator in a multivariate errors-in-variables model AX=B , 2004 .

[5]  Soo-Chang Pei,et al.  A novel block truncation coding of color images by using quaternion-moment-preserving principle , 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

[6]  J. Nagy,et al.  KRONECKER PRODUCT AND SVD APPROXIMATIONS IN IMAGE RESTORATION , 1998 .

[7]  Yuan Lei,et al.  Least squares Hermitian solution of the matrix equation (AXB, CXD) = (E, F) with the least norm over the skew field of quaternions , 2008, Math. Comput. Model..

[8]  Yik-Hoi Au-Yeung,et al.  On the pure imaginary quaternionic solutions of the Hurwitz matrix equations , 2006 .

[9]  Junqiang Hu,et al.  Closed-form solutions to the nonhomogeneous Yakubovich-conjugate matrix equation , 2009, Appl. Math. Comput..

[10]  Mohamed A. Ramadan,et al.  On the explicit solutions of forms of the Sylvester and the Yakubovich matrix equations , 2009, Math. Comput. Model..

[11]  PRICING AND HEDGING OPTION UNDER PORTFOLIO CONSTRAINED , 2001 .

[12]  Qing-Wen Wang,et al.  Bisymmetric and centrosymmetric solutions to systems of real quaternion matrix equations , 2005 .

[13]  Xi-Yan Hu,et al.  The skew-symmetric orthogonal solutions of the matrix equation AX=B☆ , 2005 .

[14]  Ai-Guo Wu,et al.  On solutions of matrix equations V-AVF=BW and V-AV'F=BW , 2008, Math. Comput. Model..

[15]  M. Wei,et al.  On a Solution of the Quaternion Matrix Equation $$ X - A\tilde{X}B = C $$and Its Application , 2005 .

[16]  Lei Wu,et al.  The Re-positive definite solutions to the matrix inverse problem AX=B , 1992 .

[17]  Jan R. Magnus,et al.  L-structured matrices and linear matrix equations , 1983 .

[18]  Qing-Wen Wang,et al.  Ranks and the least-norm of the general solution to a system of quaternion matrix equations , 2009 .

[19]  Musheng Wei,et al.  On solutions of the matrix equations X−AXB=C and X−AXB=C , 2003 .

[20]  Qingwen Wang,et al.  Extreme Ranks of Real Matrices in Solution of the Quaternion Matrix Equation AXB = C with Applications , 2010 .

[21]  Yao-tang Li,et al.  Symmetric and skew-antisymmetric solutions to systems of real quaternion matrix equations , 2008, Comput. Math. Appl..

[22]  J. Allwright Positive semidefinite Matrices: characterization via conical hulls and least-squares solution of a matrix equation , 1988 .

[23]  Qing-Wen Wang,et al.  Extreme ranks of a linear quaternion matrix expression subject to triple quaternion matrix equations with applications , 2008, Appl. Math. Comput..

[24]  Ai-Guo Wu,et al.  Solving the generalized Sylvester matrix equation AV + BW = EVF via a Kronecker map , 2008, Appl. Math. Lett..

[25]  Qing-Wen Wang,et al.  P-(skew)symmetric common solutions to a pair of quaternion matrix equations , 2008, Appl. Math. Comput..

[26]  Ai-Guo Wu,et al.  On matrix equations X-AXF=C and X-AXF=C , 2009 .

[27]  Keith G. Woodgate Least-squares solution of F = PG over positive semidefinite symmetric P , 1996 .