Wavelet transform coding using variable blocksize vector quantization with optimal quadtree segmentation

被引:0
|
作者
Wang, CY [1 ]
Liao, SJ [1 ]
Chang, LW [1 ]
机构
[1] Natl Tsing Hua Univ, Dept Comp Sci, Hsinchu 300, Taiwan
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wavelet transform has been applied in image and video compression for the last decade. It decomposes the image into several frequency subbands. It is profitable to combine the variable blocksize vector quantization with wavelet transform coding since there are lots of zeros in the higher frequency subbands. In this paper, we propose an image compression method by applying the variable blocksize vector quantization with optimal quadtree segmentation to the wavelet transform domain of an image. From our simulation results, we can see that the reconstructed images do not show visual difference from the original image at high compression ratio.
引用
收藏
页码:715 / 718
页数:4
相关论文
共 50 条
  • [21] Three-dimensional wavelet transform video coding using symmetric codebook vector quantization
    Levy, IK
    Wilson, R
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (03) : 470 - 475
  • [22] Image coding using vector quantization in the transform domain
    King, R. A.
    Nasrabadi, N. M.
    PATTERN RECOGNITION LETTERS, 1983, 1 (5-6) : 323 - 329
  • [23] Quadtree-segmented image coding schemes using vector quantization and block truncation coding
    Hu, YC
    Chang, CC
    OPTICAL ENGINEERING, 2000, 39 (02) : 464 - 471
  • [24] A study of quantization range in wavelet transform coding by zero value tree structure and vector quantization
    Aoki, S
    Okamoto, N
    IEEE CCEC 2002: CANADIAN CONFERENCE ON ELECTRCIAL AND COMPUTER ENGINEERING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2002, : 841 - 846
  • [25] Optimal Vector Transform for Vector Quantization
    Ding, Wei
    IEEE SIGNAL PROCESSING LETTERS, 1994, 1 (07) : 110 - 113
  • [26] Wavelet transform vector quantization of images
    Rak, RJ
    DSP 97: 1997 13TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2: SPECIAL SESSIONS, 1997, : 495 - 498
  • [27] WAVELET TRANSFORM CODING FOR MCP ERROR IMAGES USING QUADTREE DECOMPOSITION AND ECVQ
    YANG, KH
    LEE, SJ
    LEE, CW
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 1995, 6 (06) : 561 - 577
  • [28] New algorithm of classified vector quantization based on wavelet transform for image coding
    Xu, LP
    Kou, BL
    Zhao, YE
    IMAGE COMPRESSION AND ENCRYPTION TECHNOLOGIES, 2001, 4551 : 183 - 188
  • [29] Vector Quantization Image Coding Based on Biorthogonal Wavelet Transform and Improved SOFM
    Xie, Songzhao
    Wang, Chengyou
    Cui, Chao
    2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2013, : 1629 - 1632
  • [30] Image compression using variable blocksize vector quantization based on rate-distortion decomposition
    Wang, CY
    Yang, CH
    Chang, LW
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 2693 - 2696