This work is devoted to the construction, the analysis and some applications of multiresolution analyses involving non translation invariant bases. It uses the very elementary tools of the Harten's multiresolution framework and its connections to non uniform, stationary subdivision schemes described for instance by Dyn. The applications deal with the analysis of the Gibbs phenomenon and the compression property of the corresponding multiscale process in one dimension as well as with compression of images.
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