• DocumentCode
    3048577
  • Title

    Fast VQ encoding algorithms using angular constraint

  • Author

    Imamura, Kousuke ; Swilem, Ahmed ; Hashimoto, Hiroya

  • Author_Institution
    Kanazawa Univ., Japan
  • Volume
    5
  • fYear
    2004
  • fDate
    24-27 Oct. 2004
  • Firstpage
    3161
  • Abstract
    In this paper, we propose two fast encoding algorithms for vector quantization. The first algorithm uses three significant features of a vector, that is , the norm, its projection angle to a reference line and the mean, to reduce the search area and accelerate the search process. The second algorithm has feature of using a suitable hyperplane to partition the codebook and image data. These algorithms allow significant acceleration in the encoding process. Experimental results are presented on image block data. These results confirm the effectiveness of our proposed algorithms.
  • Keywords
    image coding; vector quantisation; angular constraint; fast VQ encoding algorithm; image coding; search process; vector quantization; Acceleration; Clustering algorithms; Computational complexity; Decoding; Encoding; Image coding; Partitioning algorithms; Phase distortion; Testing; Vector quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2004. ICIP '04. 2004 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-8554-3
  • Type

    conf

  • DOI
    10.1109/ICIP.2004.1421784
  • Filename
    1421784