HIGHLY EFFICIENT, LOW COMPLEXITY ARITHMETIC CODER FOR JPEG2000

被引:0
作者
Auli-Llinas, Francesc [1 ]
机构
[1] Univ Autonoma Barcelona, Dept Informat & Commun Engn, E-08193 Barcelona, Spain
来源
2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2014年
关键词
Arithmetic coding; context-adaptive models; COMPRESSION;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Arithmetic coding is employed in image and video coding schemes to reduce the statistical redundancy of symbols emitted by coding engines. Most arithmetic coders proposed in the literature generate variable-length codes, i.e., they produce one long codeword of variable size. This requires renormalization operations to control the internal registers of the coder and the propagation of carry bits. This paper introduces an arithmetic coder that generates fixed-length codewords. The main advantage of the proposed coder is that it avoids renormalization procedures, which reduces computational complexity. Also, it uses a variable-size sliding window mechanism to estimate with high precision the probability of the emitted symbols. Experimental results indicate that the proposed coder achieves coding efficiency superior to those coders employed in JPEG2000 and HEVC while having lower computational costs. When integrated in a JPEG2000 implementation, the proposed coder achieves coding gains between 0.5 to 1 dB at medium and high rates, and speedups between 1.1 to 1.3 in the bitplane coding stage.
引用
收藏
页码:5601 / 5605
页数:5
相关论文
共 31 条
  • [1] [Anonymous], P IEEE INT C IM PROC
  • [2] [Anonymous], P IEEE DAT COMPR C M
  • [3] Lossy-to-lossless 3D image coding through prior coefficient lookup tables
    Auli-Llinas, Frances
    Marcellin, Michael W.
    Serra-Sagrista, Joan
    Bartrina-Rapesta, Joan
    [J]. INFORMATION SCIENCES, 2013, 239 : 266 - 282
  • [4] Stationary Probability Model for Microscopic Parallelism in JPEG2000
    Auli-Llinas, Francesc
    Marcellin, Michael W.
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 16 (04) : 960 - 970
  • [5] Scanning Order Strategies for Bitplane Image Coding
    Auli-Llinas, Francesc
    Marcellin, Michael W.
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (04) : 1920 - 1933
  • [6] Stationary Probability Model for Bitplane Image Coding Through Local Average of Wavelet Coefficients
    Auli-Llinas, Francesc
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (08) : 2153 - 2165
  • [7] Belyaev E, 2006, I SYMP CONSUM ELECTR, P194
  • [8] An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement
    Belyaev, Evgeny
    Turlikov, Andrey
    Egiazarian, Karen
    Gabbouj, Moncef
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2013, 7 (06) : 1053 - 1061
  • [9] BLOCK ARITHMETIC CODING FOR SOURCE COMPRESSION
    BONCELET, CG
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (05) : 1546 - 1554
  • [10] Bottou L., 1998, PROC IEEE DATA COMPR, P1