• DocumentCode
    3377728
  • Title

    Orthogonal 4-tap integer multiwavelet transforms using matrix factorization

  • Author

    Jing, Mingli ; Huang, Hua ; Liu, WuLing ; Qi, Chun

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    393
  • Lastpage
    396
  • Abstract
    An algorithm for orthogonal 4-tap integer multiwavelet transforms is proposed. Some remarkable properties of orthogonal matrix are presented. Furthermore, the transform matrix is rewritten in a product of two block diagonal matrices and a permutation matrix by the singular value decomposition (SVD) of block recursive matrices. Each block of block diagonal matrices is factorized into triangular elementary reversible matrices (TERMs), which can map integers to integers by rounding arithmetic. Experiment results show that the proposed algorithm is an executable algorithm and outperforms the existing orthogonal 4-tap integer multiwavelet transform algorithm.
  • Keywords
    image processing; matrix decomposition; singular value decomposition; wavelet transforms; block diagonal matrices; block recursive matrices; matrix factorization; orthogonal 4-tap integer multiwavelet transform algorithm; permutation matrix; rounding arithmetic; singular value decomposition; transform matrix; triangular elementary reversible matrices; Entropy; Image coding; Matrix converters; Matrix decomposition; Signal processing algorithms; Wavelet transforms; 4-tap; Integer transform; Multiwavelet; SVD; Triangular elementary reversible matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5654201
  • Filename
    5654201