English

A structural characterization of Compactly Supported OEP-based balanced dual multiframelets

Functional Analysis 2023-05-03 v1 Computer Vision and Pattern Recognition Classical Analysis and ODEs

Abstract

Compared to scalar framelets, multiframelets have certain advantages, such as relatively smaller supports on generators, high vanishing moments, etc. The balancing property of multiframelets is very desired, as it reflects how efficient vector-valued data can be processed under the corresponding discrete multiframelet transform. Most of the literature studying balanced multiframelets is from the point of view of the function setting, but very few approaches are from the aspect of multiframelet filter banks. In this paper, we study structural characterizations of balanced dual multiframelets from the point of view of the Oblique Extension Principle (OEP). The OEP naturally connects framelets with filter banks, which makes it a very handy tool for analyzing the properties of framelets. With the OEP, we shall characterize compactly supported balanced dual multiframemets through the concept of balanced moment correction filters, which is the key notion that will be introduced in our investigation. The results of this paper demonstrate what essential structures a balanced dual multiframelet has in the most general setting, and bring us a more complete picture to understand balanced multiframelets and their underlying discrete multiframelet transforms.

Keywords

Cite

@article{arxiv.2305.01641,
  title  = {A structural characterization of Compactly Supported OEP-based balanced dual multiframelets},
  author = {Ran Lu},
  journal= {arXiv preprint arXiv:2305.01641},
  year   = {2023}
}

Comments

20 pages. arXiv admin note: substantial text overlap with arXiv:2009.10309

R2 v1 2026-06-28T10:23:46.277Z