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
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 50 条
  • [11] Novel architecture for the JPEG2000 block coder
    Freeman, D
    Knowles, G
    JOURNAL OF ELECTRONIC IMAGING, 2004, 13 (04) : 897 - 906
  • [12] VLSI Architecture for MQ coder in JPEG2000
    Ramulu, G.
    Kumar, A. T. Rajesh
    Rao, A. Sarveswara
    Chandra, S. Sharath
    Gopal, M. Madana
    2012 ASIA PACIFIC CONFERENCE ON POSTGRADUATE RESEARCH IN MICROELECTRONICS & ELECTRONICS (PRIMEASIA), 2012, : 106 - 110
  • [13] Optimization of Arithmetic Coding for JPEG2000
    Rhu, Minsoo
    Park, In-Cheol
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2010, 20 (03) : 446 - 451
  • [14] Embedded low complexity JPEG2000 videocoding system
    Schuchter, Arthur
    Uhl, Andreas
    2007 IEEE/ACM/IFIP WORKSHOP ON EMBEDDED SYSTEMS FOR REAL-TIME MULTIMEDIA, 2007, : 77 - 82
  • [15] An efficient, optimized JPEG2000 tier-1 coder hardware implementation
    Schumacher, P
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3, 2003, 5150 : 1089 - 1096
  • [16] Low memory and low complexity VLSI implementation of JPEG2000 codec
    Huang, QP
    Zhou, RZ
    Hong, ZL
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2004, 50 (02) : 638 - 646
  • [17] A high speed and low complexity integrated framework for JPEG2000
    Tsai, TR
    Lin, KL
    ICCS 2002: 8TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS SYSTEMS, VOLS 1 AND 2, PROCEEDINGS, 2002, : 493 - 496
  • [18] Concurrency techniques for arithmetic coding in JPEG2000
    Dyer, Michael
    Taubman, David
    Nooshabadi, Saeid
    Gupta, Amit Kumar
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (06) : 1203 - 1213
  • [19] ARCHITECTURE DESIGN OF A HIGH-PERFORMANCE DUAL-SYMBOL BINARY ARITHMETIC CODER FOR JPEG2000
    Rhu, Minsoo
    Park, In-Cheol
    2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 2665 - 2668
  • [20] JPEG2000 low complexity allocation method of quality layers
    Auli-Llinas, Francesc
    Serra-Sagrista, Joan
    Rubies-Feijoo, Carles
    Donoso-Bach, Lluis
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS: KES 2007 - WIRN 2007, PT I, PROCEEDINGS, 2007, 4692 : 478 - +