Two dimensional non-separable adaptive directional lifting structure of discrete wavelet transform

Taichi Yoshida, Taizo Suzuki, Seisuke Kyochi, Masaaki Ikehara

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

In this paper, we propose a two dimensional (2D) nonseparable adaptive directional lifting (ADL) structure for discrete wavelet transform (DWT) and its image coding application. Although a 2D nonseparable lifting structure of 9/7 DWT has been proposed by interchanging some lifting, we generalize a polyphase representation of 2D non-separable lifting structure of DWT. Furthermore, by introducing the adaptive directional filteringingto the generalized structure, the 2D non-separable ADL structure is realized and applied into image coding. Our proposed method is simpler than the 1D ADL, and can select the different transforming direction with 1D ADL. Through the simulations, the proposed method is shown to be efficient for the lossy and lossless image coding performance.

Original languageEnglish
Pages (from-to)1920-1927
Number of pages8
JournalIEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
VolumeE94-A
Issue number10
DOIs
Publication statusPublished - 2011 Oct

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Keywords

  • Adaptive directional filtering
  • Discrete wavelet transform
  • Lossy and lossless image coding
  • Two dimensional non-separable lifting structure

ASJC Scopus subject areas

  • Signal Processing
  • Computer Graphics and Computer-Aided Design
  • Electrical and Electronic Engineering
  • Applied Mathematics

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