A NEW LBG-BASED IMAGE COMPRESSION METHOD USING DCT

被引:0
|
作者
Jiang Lai Huang Cailing Liao Huilian Ji Zhen (Faculty of Information Engineering
机构
基金
中国国家自然科学基金;
关键词
Image compression; Vector Quantization (VQ); Discrete Cosine Transform (DCT); Codebook; Linde-Buzo-Gray (LBG);
D O I
暂无
中图分类号
TN911.73 [图像信号处理];
学科分类号
0711 ; 080401 ; 080402 ;
摘要
In this letter, a new Linde-Buzo-Gray (LBG)-based image compression method using Discrete Cosine Transform (DCT) and Vector Quantization (VQ) is proposed. A gray-level image is firstly decomposed into blocks, then each block is subsequently encoded by a 2D DCT coding scheme. The dimension of vectors as the input of a generalized VQ scheme is reduced. The time of encoding by a generalized VQ is reduced with the introduction of DCT process. The experimental results demonstrate the efficiency of the proposed method.
引用
收藏
页码:783 / 785
页数:3
相关论文
共 50 条
  • [31] ANN based Dementia Diagnosis using DCT for Brain MR Image compression
    Patil, M. M.
    Yardi, A. R.
    2013 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2013, : 451 - 454
  • [32] Robust Digital Image Watermarking using DCT based Pyramid Transform via image compression
    Maheshwari, Jagdish Prasad
    Kumar, Mahendra
    Mathur, Garima
    Yadav, R. P.
    Kakerda, Rajesh Kumar
    2015 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP), 2015, : 1059 - 1063
  • [33] Image Compression Using Hybrid Vector Quantization with DCT
    Amaar, A.
    Saad, E. M.
    Ashour, I.
    Elzorkany, M.
    INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2011), 2011, 8285
  • [34] Video hardware system and image compression using the DCT
    Salguero, ES
    Salguero, HS
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING I, 2002, : 139 - 142
  • [35] Still image compression using embedded DCT approach
    Chen, Jun
    Wu, Cheng-Ke
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2002, 30 (10): : 1570 - 1572
  • [36] Approximate DCT Image Compression Using Inexact Computing
    Almurib, Haider A. F.
    Kumar, Thulasiraman Nandha
    Lombardi, Fabrizio
    IEEE TRANSACTIONS ON COMPUTERS, 2018, 67 (02) : 149 - 159
  • [37] An Efficient Zonal Sampling Method for Contour Extraction and Image Compression using DCT Transform
    Ukasha, Ali
    Dziech, Andrzej
    2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2012, : 318 - 323
  • [38] A Hybrid SVD-DWT-DCT based Method for Image Compression and Quality Measurement of the Compressed Image
    Afrose, Sharmin
    Jahan, Sabrin
    Chowdhury, Anuva
    2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION COMMUNICATION TECHNOLOGY (ICEEICT 2015), 2015,
  • [39] A Fast JPEG Image Compression Algorithm Based on DCT
    Xiao, Weidong
    Wan, Nianbin
    Hong, Alan
    Chen, Xiaoyan
    2020 IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD 2020), 2020, : 106 - 110
  • [40] DCT and wavelet based image compression in satellite images
    Hacihaliloglu, I
    Kartal, M
    RAST 2003: RECENT ADVANCES IN SPACE TECHNOLOGIES, PROCEEDINGS, 2003, : 79 - 84