A novel adaptive wavelet via lifting scheme

Wen Tao Huang, Du Yan Bi, Bai Xin Mao, Zhen Hua Chen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a new way for constructing adaptive wavelets decompositions via lifting scheme. We propose a novel adaptive nonlinear update operator U, and prove that the wavelets, which are decomposed by this kind of structure, can realize conveniently the perfect reconstruction without any overhead cost. In this paper, we put forward a general framework of the new algorithm, and then show the specific example in 1-D case. The test demonstrates that the new one is better than the traditional methods, and has great flexibility and fine potential for expansion than other adaptive schemes.

Original languageEnglish (US)
Title of host publicationProceedings of the International Conference on Wavelet Analysis and Its Applications (WAA)
EditorsJ.P. Li, V. Wickerhauser, Y.Y. Tang, J. Daugman, L. Peng, J. Zhao
PublisherWorld Scientific Publishing Co. Pte Ltd
Pages126-131
Number of pages6
ISBN (Print)9812389784, 9789812389787
DOIs
StatePublished - Jan 1 2003
EventProceedings of the Third International Conference on Wavelet Analysis and Its Applications (WAA) - Chongqing, China
Duration: May 29 2003May 31 2003

Publication series

NameProceedings of the International Conference on Wavelet Analysis and Its Applications (WAA)
Volume1

Other

OtherProceedings of the Third International Conference on Wavelet Analysis and Its Applications (WAA)
CountryChina
CityChongqing
Period5/29/035/31/03

ASJC Scopus subject areas

  • Computer Science(all)
  • Applied Mathematics

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  • Cite this

    Huang, W. T., Bi, D. Y., Mao, B. X., & Chen, Z. H. (2003). A novel adaptive wavelet via lifting scheme. In J. P. Li, V. Wickerhauser, Y. Y. Tang, J. Daugman, L. Peng, & J. Zhao (Eds.), Proceedings of the International Conference on Wavelet Analysis and Its Applications (WAA) (pp. 126-131). (Proceedings of the International Conference on Wavelet Analysis and Its Applications (WAA); Vol. 1). World Scientific Publishing Co. Pte Ltd. https://doi.org/10.1142/9789812796769_0020