Vector transform of sampled image data plays an important role in image vector coding.To counter the drawback that the dimension of matrix composed by vectors is not equal to the one of transform kernel matrix in vector transform algorithm

this paper presents a novel vector transform algorithm.The capabilities of decorrelation and energy compression of the proposed algorithm are statistically analyzed.The experimental results show that the algorithm can greatly increase computation efficiency.