Adaptive wavelet packet based image coding with optimal entropy-constrained lattice vector quantizer (ECLVQ)

被引:3
|
作者
Kim, WH
Nguyen, T
Ku, YH
机构
[1] Los Alamos Natl Lab, Los Alamos, NM 87545 USA
[2] Boston Univ, Dept Elect Engn, Boston, MA 02215 USA
[3] Univ Wisconsin, Dept Elect Engn, Madison, WI 53706 USA
关键词
Image coding; Lattice vector quantizer; Wavelet packet;
D O I
10.1109/78.700974
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this work, wavelet basis and source coding are jointly optimized, while specifying the source coding strategy as entropy-constrained lattice vector quantizer (ECLVQ). The presented approach differs from previous works in which the choice of wavelet basis is quasioptimal, but the quantizer set is optimally chosen.
引用
收藏
页码:2019 / 2026
页数:8
相关论文
共 50 条
  • [31] IMAGE-CODING USING WAVELET TRANSFORMS AND ENTROPY-CONSTRAINED TRELLIS-CODED QUANTIZATION
    SRIRAM, P
    MARCELLIN, MW
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1995, 4 (06) : 725 - 733
  • [32] ALPHABET-CONSTRAINED AND ENTROPY-CONSTRAINED VECTOR QUANTIZATION OF IMAGE PYRAMIDS
    RAO, RP
    PEARLMAN, WA
    OPTICAL ENGINEERING, 1991, 30 (07) : 865 - 872
  • [33] KLT-Based Adaptive Entropy-Constrained Quantization with Universal Arithmetic Coding
    Lee, Yoonjoo
    Kim, Moo Young
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2010, 56 (04) : 2601 - 2605
  • [34] KLT-Based Adaptive Entropy-Constrained Vector Quantization for the Speech Signals
    Kim, Moo Young
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2009, 55 (04) : 2329 - 2334
  • [35] Conditional entropy-constrained residual VQ with application to image coding
    Kossentini, F
    Chung, WC
    Smith, MJT
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (02) : 311 - 320
  • [36] DESIGN OF OPTIMAL ENTROPY-CONSTRAINED UNRESTRICTED POLAR QUANTIZER FOR BIVARIATE CIRCULARLY SYMMETRIC SOURCES
    Wu, Huihui
    Dumitrescu, Sorina
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 4604 - 4608
  • [37] A new wavelet-based image coding using embedded vector quantizer
    Abdelwahab, AA
    Saad, EM
    Gaber, S
    IEEE CCEC 2002: CANADIAN CONFERENCE ON ELECTRCIAL AND COMPUTER ENGINEERING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2002, : 898 - 901
  • [38] Design of Optimal Entropy-Constrained Unrestricted Polar Quantizer for Bivariate Circularly Symmetric Sources
    Wu, Huihui
    Dumitrescu, Sorina
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2018, 66 (05) : 2169 - 2180
  • [39] A successive approximation vector quantizer for wavelet transform image coding
    daSilva, EAB
    Sampson, DG
    Ghanbari, M
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1996, 5 (02) : 299 - 310
  • [40] Gmm-based entropy-constrained vector quantization
    Zhao, David Y.
    Samuelsson, Jonas
    Nilsson, Mattias
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PTS 1-3, 2007, : 1097 - +