FPGA IMPLEMENTATION OF HIERARCHICAL ENUMERATIVE CODING FOR LOCALLY STATIONARY IMAGE SOURCE

被引:0
|
作者
Bai, Yuhui [1 ,2 ]
Ahmed, Syed Zahid [1 ]
Granado, Bertrand [2 ]
机构
[1] Univ Cergy Pontoise, CNRS, ENSEA, ETIS, Cergy, France
[2] Univ Paris 06, CNRS, LIP6, F-75252 Paris 05, France
关键词
DATA COMPRESSION;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we present a novel high performance, low resource utilization and power efficient hardware architecture of an entropy coding scheme. The proposed architecture implements the Hierarchical Enumerative Coding algorithm (HENUC) on an embedded soft-processor based System-on-Chip, in which HENUC is an integral part of a wavelet based encoder oriented for locally stationary image source. Though HENUC has been implemented on an embedded DSP architecture before, the throughput was low. This paper proposes an optimized parallel architecture for HENUC, which is validated on a Terasic DE4-230 board containing Altera Stratix IV FPGA. Our implementation at 100MHz provides 5.7x speedup over Intel Xeon 8-core CPU and 12.3x speedup over TI DSP for 512 x 512 image while consuming less than 500 mw FPGA core power.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Hierarchical enumerative coding of locally stationary binary data
    Öktem, L
    Astola, J
    [J]. ELECTRONICS LETTERS, 1999, 35 (17) : 1428 - 1429
  • [2] FPGA vs DSP: A Throughput and Power Efficiency Comparison for Hierarchical Enumerative Coding
    Bai, Yuhui
    Ahmed, Syed-Zahid
    Mhedhbi, Imen
    Hachicha, Khalil
    Champion, Cedric
    Garda, Patrick
    Granado, Bertrand
    [J]. 2013 IFIP/IEEE 21ST INTERNATIONAL CONFERENCE ON VERY LARGE SCALE INTEGRATION (VLSI-SOC), 2013, : 318 - 321
  • [3] Hierarchical enumerative coding of DCT coefficients
    Öktem, L
    Öktem, R
    Astola, J
    [J]. 2000 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, PROCEEDINGS, VOLS I-VI, 2000, : 2043 - 2046
  • [4] An efficient implementation of hierarchical image coding
    Lee, J
    Vijaykrishnan, N
    Irwin, MJ
    Chandramouli, R
    [J]. SIPS 2003: IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS: DESIGN AND IMPLEMENTATION, 2003, : 363 - 368
  • [5] Stationary quantum source coding
    Petz, D
    Mosonyi, M
    [J]. JOURNAL OF MATHEMATICAL PHYSICS, 2001, 42 (10) : 4857 - 4864
  • [6] Hierarchical enumerative coding of first-order Markovian binary sources
    Öktem, L
    Astola, J
    [J]. ELECTRONICS LETTERS, 1999, 35 (23) : 2003 - 2005
  • [7] On Locally Decodable Source Coding
    Makhdoumi, Ali
    Huang, Shao-Lun
    Medard, Muriel
    Polyanskiy, Yury
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 4394 - 4399
  • [8] FPGA Implementation of JPEG-LS Remote Sensing Image Coding Algorithm
    Wang, Hairong
    [J]. PROCEEDINGS OF THE 2017 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTER (MACMC 2017), 2017, 150 : 39 - 44
  • [9] An FPGA implementation of a neural optimization of block truncation coding for image/video compression
    Saif, Sherif
    Abbas, Hazent M.
    Nassar, Salwa M.
    Wahdan, Abdelmonem A.
    [J]. MICROPROCESSORS AND MICROSYSTEMS, 2007, 31 (08) : 477 - 486
  • [10] FPGA implementation of hierarchical clustering algorithms
    Niamat, MY
    Bitter, D
    Jamali, MM
    [J]. ISCAS '98 - PROCEEDINGS OF THE 1998 INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-6, 1998, : D70 - D73