Adaptive directional wavelet transform based on directional prefiltering

Yuichi Tanaka, Madoka Hasegawa, Shigeo Kato, Masaaki Ikehara, Truong Q. Nguyen

    Research output: Contribution to journalArticle

    16 Citations (Scopus)

    Abstract

    This paper proposes an efficient approach for adaptive directional wavelet transform (WT) based on directional prefiltering. Although the adaptive directional WT is able to transform an image along diagonal orientations as well as traditional horizontal and vertical directions, it sacrifices computation speed for good image coding performance. We present two efficient methods to find the best transform directions by prefiltering using 2-D filter bank or 1-D directional WT along two fixed directions. The proposed direction calculation methods achieve comparable image coding performance comparing to the conventional one with less complexity. Furthermore, transform direction data of the proposed method can be used for content-based image retrieval to increase retrieval ratio.

    Original languageEnglish
    Article number5356189
    Pages (from-to)934-945
    Number of pages12
    JournalIEEE Transactions on Image Processing
    Volume19
    Issue number4
    DOIs
    Publication statusPublished - 2010 Apr 1

    Keywords

    • Adaptive directional wavelet transform
    • Directional filter bank
    • Directional lifting
    • Image coding
    • Wavelet transform

    ASJC Scopus subject areas

    • Software
    • Computer Graphics and Computer-Aided Design

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