Forster, B.Blu, T.Van De Ville, D.Unser, M.2008-12-102008-12-102008-12-10200810.1016/j.acha.2007.11.002https://infoscience.epfl.ch/handle/20.500.14299/32608WOS:000258606800007We consider shift-invariant multiresolution spaces generated by rotation-covariant functions ρ in $ \mathbb{R}^{ 2 } $ . To construct corresponding scaling and wavelet functions, ρ has to be localized with an appropriate multiplier, such that the localized version is an element of $ L ^{ 2 } (\mathbb{R} ^{ 2 } ) $. We consider several classes of multipliers and show a new method to improve regularity and decay properties of the corresponding scaling functions and wavelets. The wavelets are complex-valued functions, which are approximately rotation-covariant and therefore behave as Wirtinger differential operators. Moreover, our class of multipliers gives a novel approach for the construction of polyharmonic B-splines with better polynomial reconstruction properties.Rotation Covariancetext::journal::journal article::research article