Abstract: The multiscale analysis is one of the most popular techniques used in signal and image processing and computer vision.This paper proposes a method for linear multiscale transform in image processing,improves and extends its theory of linear pyramid transform,presents some examples,and shows how to design this transform algorithms in some scale,and gives some analysis for testing image.