Abstract: In this paper, with the experiment in color image databases, it is shown that the SVs contain little information of color image and most important information is contained in the two quaternion unitary matrices of SVDQ. So, a new feature extraction method

Key words: Color image recognition,Quaternion matrix, Singular value decomposition,Projection coefficient vector