Foveated splines and wavelets

Spline wavelets on a hybrid of uniform and geometric meshes that admits a natural dyadic multiresolution structure are constructed. The construction is extended to other scaling functions. The hybrid splines and wavelets provide good approximation of functions near singularities and efficient representation of images with high resolution around regions of interest.