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On the Design of Multi-Dimensional Compactly Supported Parseval Framelets with Directional Characteristics (1806.08845v2)
Published 22 Jun 2018 in cs.IT and math.IT
Abstract: In this paper, we propose a new method for the construction of multi-dimensional, wavelet-like families of affine frames, commonly referred to as framelets, with specific directional characteristics, small and compact support in space, directional vanishing moments (DVM), and axial symmetries or anti-symmetries. The framelets we construct arise from readily available refinable functions. The filters defining these framelets have few non-zero coefficients, custom-selected orientations and can act as finite-difference operators.