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
  • [31] A Novel Implementation of JPEG2000 MQ-Coder Based on Prediction
    Shi, Jiangyi
    Pang, Jie
    Di, Zhixiong
    Li, Yunsong
    2011 TENTH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING AND SCIENCE (DCABES), 2011, : 179 - 182
  • [32] High Throughput VLSI Architecture of MQ-Coder for JPEG2000
    Shi, Jiangyi
    Pang, Jie
    Di, Zhixiong
    Liu, Yaohui
    Li, Yunsong
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 2321 - +
  • [33] J2K:: introducing a novel JPEG2000 coder
    Aulí-Llinàs, F
    Bartrina-Rapesta, J
    Patón-Martín, JR
    Monteagudo-Pereira, JL
    Serra-Sagristà, J
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2005, PTS 1-4, 2005, 5960 : 1763 - 1773
  • [34] A dual-symbol coding arithmetic coder architecture design for high speed EBCOT coding engine in JPEG2000
    Zhang, YZ
    Xu, C
    Chen, LB
    2005 6TH INTERNATIONAL CONFERENCE ON ASIC PROCEEDINGS, BOOKS 1 AND 2, 2005, : 322 - 325
  • [35] JPEG2000: Highly scalable image compression
    Marcellin, MW
    Bilgin, A
    INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: CODING AND COMPUTING, PROCEEDINGS, 2001, : 268 - 272
  • [36] FPGA implementation of the JPEG2000 binary arithmetic (MQ) decoder
    David J. Lucking
    Eric J. Balster
    Kerry L. Hill
    Frank A. Scarpino
    Journal of Real-Time Image Processing, 2013, 8 : 411 - 419
  • [37] HIGHLY EFFICIENT PROTECTION OF BIOMETRIC FACE SAMPLES WITH SELECTIVE JPEG2000 ENCRYPTION
    Hofbauer, Heinz
    Martinez-Diaz, Yoanna
    Kirchgasser, Simon
    Mendez-Vazquez, Heydi
    Uhl, Andreas
    2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 2580 - 2584
  • [38] Reduced latency arithmetic decoder for JPEG2000 block decoding
    Dyer, M
    Nooshabadi, S
    Taubman, D
    2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS, 2005, : 2076 - 2079
  • [39] Optimizing the JPEG2000 binary arithmetic encoder for VLIW architectures
    Valentine, B
    Sohm, O
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL V, PROCEEDINGS: DESIGN AND IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS INDUSTRY TECHNOLOGY TRACKS MACHINE LEARNING FOR SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING SIGNAL PROCESSING FOR EDUCATION, 2004, : 117 - 120
  • [40] A flexible JPEG2000 image encryption based on arithmetic coding
    Ou, Yang
    Lee, Won-Young
    Rhee, Kyung Hyune
    2007 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, VOLS 1 AND 2, 2007, : 411 - +