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Quadtree representation presents many advantages in image analysis because of its better manipulation at different scales. In computer vision one frequently faces the problem of multi-scale analysis. We use a syntactic representation of quadtree to analyse images in the Haar base with pyramidal algorithms in linear time. We present applications in dynamic filtering, in compression and image segmentation.