• DocumentCode
    2833050
  • Title

    One-Dimensional Directional Unified Transform for intra coding

  • Author

    Yamaguchi, Jun ; Shiodera, Taichiro ; Asaka, Saori ; Tanizawa, Akiyuki ; Yamakage, Tomoo

  • Author_Institution
    Corp. R&D Center, Toshiba Corp., Tokyo, Japan
  • fYear
    2011
  • fDate
    11-14 Sept. 2011
  • Firstpage
    3681
  • Lastpage
    3684
  • Abstract
    In this paper, we present the One-Dimensional Directional Unified Transform (1DDUT) for intra coding. Intra prediction in H.264/AVC has eight different directional prediction modes and a DC prediction mode. Since the statistical characteristics of prediction residuals are different in each prediction mode, coding efficiency can be improved by applying the different optimal transform for each prediction mode. However, in order to avoid the increase of the complexity, unification of the transforms is desired. There- fore we classify the characteristics of the prediction residuals along the vertical or the horizontal direction, where each direction has two classes and their characteristics are similar to each other between directions. It is sufficient to use two kinds of 1-D transforms that are designed based on the unified characteristics. One is the well-known Discrete Cosine Transform, and the other is a predetermined 1-D transform based on the Karhunen-Loeve Transform method. 1DDUT switches DCT and the predetermined 1-D transform according to the intra prediction modes. 1DDUT can achieve 8.71% bitrate reduction on average with negligible complexity increase compared to the DCT-like transform used in H.264/AVC.
  • Keywords
    Karhunen-Loeve transforms; discrete cosine transforms; prediction theory; statistical analysis; video coding; DC prediction mode; H.264/AVC; Karhunen-Loeve transform method; discrete cosine transform; intracoding; one-dimensional directional unified transform; prediction residuals; statistical characteristics; Covariance matrix; Discrete cosine transforms; Encoding; Gain; Image coding; Video coding; Discrete cosine transforms; Karhunen-Loeve transforms; Transform coding; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2011 18th IEEE International Conference on
  • Conference_Location
    Brussels
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4577-1304-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2011.6116518
  • Filename
    6116518