• DocumentCode
    1311553
  • Title

    On the computation of two-dimensional DCT

  • Author

    Bi, Guoan ; Li, Gang ; Ma, Kai-Kuang ; Tan, T.C.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
  • Volume
    48
  • Issue
    4
  • fYear
    2000
  • fDate
    4/1/2000 12:00:00 AM
  • Firstpage
    1171
  • Lastpage
    1183
  • Abstract
    A new fast algorithm for the type-II two-dimensional (2-D) discrete cosine transform (DCT) is presented. It shows that the 2-D DCT can be decomposed into cosine-cosine, cosine-sine, sine-cosine, and sine-sine sequences that can be further decomposed into a number of similar sequences. Compared with other reported algorithms, the proposed one achieves savings on the number of arithmetic operations and has a recursive computational structure that leads to a simplification of the input/output indexing process. Furthermore, the new algorithm supports transform sizes (p1*2m1)×(p2*2 m2), where p1 and p2 are arbitrarily odd integers, which provides a wider range of choices on transform sizes for various applications
  • Keywords
    computational complexity; discrete cosine transforms; signal processing; cosine-cosine sequences; cosine-sine sequences; fast algorithm; input/output indexing process; recursive computational structure; signal processing; sine-cosine sequences; sine-sine sequences; two-dimensional discrete cosine transform; type-II 2D DCT computation; Arithmetic; Computational complexity; Costs; Discrete cosine transforms; Discrete transforms; Image coding; Indexing; Matrix decomposition; Signal processing algorithms; Two dimensional displays;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/78.827550
  • Filename
    827550