With the development of imaging technology, medical image processing, as an indispensable part of the modern medical treatment, has been used widely in clinic medicine. In order to provide more comprehensive information with multi-modality medical image, the valid information needs to be integrated, because of the complementarities in multi-modality image information. The characteristics of image depend on the scale space where they inspect in multi-scale provides an effective description manner f...