Biorthogonal Wavelet-based Image Compression

被引：2
|
作者：
Prasad, P. M. K. [1 ]
Umamadhuri, G. [2 ]
机构：
[1] GVP Coll Engn Women, Dept Elect & Commun Engn, Visakhapatnam, Andhra Pradesh, India
[2] AIET, Dept Elect & Commun Engn, Viziangaram, India
来源：
ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2017 | 2018年 / 668卷
关键词：
Image compression; Biorthogonal wavelet; Wavelet decomposition; PSNR;
D O I：
10.1007/978-981-10-7868-2_38
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The image compression is required to reduce the size and transmission bandwidth. The wavelet transform-based image compression is more preferable than other techniques such as DCT. The biorthogonal wavelets are more preferable than orthogonal wavelets due to symmetry property and flexibility. This paper proposes image compression using biorthogonal wavelets. The various biorthogonal wavelets are applied to image compression. The bior1.3 wavelet has the highest PSNR and lowest computation time. The bior1.3 wavelet is superior wavelet out of all the biorthogonal wavelets for image compression.
引用
收藏
页码：391 / 404
页数：14
相关论文
共 50 条
  • [1] WAVELET-BASED IMAGE COMPRESSION
    ELEKES, AA
    JERSAK, BD
    SCHMIDT, WM
    RADIOLOGY, 1995, 197 : 223 - 223
  • [2] Image compression based on biorthogonal wavelet transform
    Liu, H
    Zai, LP
    Gao, Y
    Li, WM
    Zhou, JF
    International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings, 2005, : 578 - 581
  • [3] Wavelet-based fractal image compression
    Zhang, Y
    Zhai, GT
    THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 396 - 399
  • [4] Wavelet-based medical image compression
    Kofidis, E
    Kolokotronis, N
    Vassilarakou, A
    Theodoridis, S
    Cavouras, D
    FUTURE GENERATION COMPUTER SYSTEMS, 1999, 15 (02) : 223 - 243
  • [5] An integrated method in wavelet-based image compression
    Hsu, HH
    Hu, YQ
    Wu, BF
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1998, 335B (06): : 1053 - 1068
  • [6] Compression limits of wavelet-based image coding
    Auli-Llinas, Francesc
    Serra-Sagrista, Joan
    Sanchez, Victor
    2014 DATA COMPRESSION CONFERENCE (DCC 2014), 2014, : 397 - 397
  • [7] A digital processor for wavelet-based image compression
    Thierschmann, M
    Martin, UE
    SENSORS AND CAMERA SYSTEMS FOR SCIENTIFIC, INDUSTRIAL AND DIGITAL PHOTOGRAPHY APPLICATIONS, 2000, 3965 : 340 - 347
  • [8] Geometric methods for wavelet-based image compression
    Wakin, M
    Romberg, J
    Choi, H
    Baraniuk, R
    WAVELETS: APPLICATIONS IN SIGNAL AND IMAGE PROCESSING X, PTS 1 AND 2, 2003, 5207 : 507 - 520
  • [9] A wavelet-based analysis of fractal image compression
    Davis, GM
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (02) : 141 - 154
  • [10] Wavelet-based image compression and content authentication
    Tian, J
    IMAGE COMPRESSION AND ENCRYPTION TECHNOLOGIES, 2001, 4551 : 11 - 20
12345