Selection of Optimal Wavelet Bases for Image Compression using SPIHT Algorithm

被引：0
|
作者：
Rehman, Maria [1 ]
Touqir, Imran [1 ]
Batool, Wajiha [1 ]
机构：
[1] Natl Univ Sci & Technol, Mil Coll Signals, Dept Elect Engn, Islamabad, Pakistan
来源：
SEVENTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2014) | 2015年 / 9445卷
关键词：
image compression; wavelet bases; Set Partitioning in Hierarchical Trees; PSNR; compression ratio;
D O I：
10.1117/12.2182135
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents the performance of several wavelet basesin SPIHT coding. Two types of wavelet bases are tested for SPIHT algorithm i.e. orthogonal and biorthogonal wavelet bases. The results of using coefficients of these bases are compared on the basis of Compression Ratio and Peak Signal to Noise Ratio. The paper shows that use of biorthogonal wavelets bases is better than orthogonal wavelet bases. Out of biorthogonal wavelets, bior 4.4 shows good results in SPIHT coding.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] The Correlation between the Wavelet Base Properties and Image Compression based on SPIHT
    Ma, Haibo
    Li, Liang
    Wang, Deguang
    PROCEEDINGS OF THE 14TH YOUTH CONFERENCE ON COMMUNICATION, 2009, : 536 - 540
  • [32] New image compression algorithm using wavelet analysis
    Cheng, TH
    Chen, CH
    VISUAL INFORMATION PROCESSING VII, 1998, 3387 : 48 - 55
  • [33] IMAGE COMPRESSION USING WAVELET TRANSFORM WITH LIFTING SCHEME AND SPIHT IN DIGITAL CAMERAS FOR BAYER CFA
    Xie, Song-Zhao
    Wang, Cheng-You
    Yang, Zhi-Qiang
    2013 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION (ICWAPR), 2013, : 163 - 167
  • [34] The relationship between wavelet bases and image compression
    Yu, XH
    WAVELET ANALYSIS AND ITS APPLICATIONS (WAA), VOLS 1 AND 2, 2003, : 53 - 60
  • [35] Discrete directional wavelet bases for image compression
    Dragotti, PL
    Velisavljevic, N
    Vetterli, M
    Beferull-Lozano, B
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3, 2003, 5150 : 1287 - 1295
  • [36] Improved fractal-SPIHT hybrid image compression algorithm
    Sri, Anu
    Sahu, Sitanshu Sekhar
    2019 10TH INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND NETWORKING TECHNOLOGIES (ICCCNT), 2019,
  • [37] An improved fast SPIHT image compression algorithm for aerial applications
    Zhang, Ning
    Jin, Longxu
    Wu, Yinhua
    Ke, Zhang
    Journal of Multimedia, 2011, 6 (06): : 494 - 501
  • [38] Optimal decomposition for wavelet image compression
    Grgic, S
    Grgic, M
    Zovko-Cihlar, B
    IWISPA 2000: PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, 2000, : 203 - 208
  • [39] Lifting Scheme Combined with SPIHT Color Image Compression Algorithm
    Bi, Xinwen
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MECHANICAL ENGINEERING (EMIM 2017), 2017, 76 : 916 - 920
  • [40] Image Compression with Optimal Traversal using Wavelet and Percolation Theories
    Gharsallaoui, Rahma
    Hamdi, Mohamed
    Kim, Tai-Hoon
    2016 24TH INTERNATIONAL CONFERENCE ON SOFTWARE, TELECOMMUNICATIONS AND COMPUTER NETWORKS (SOFTCOM), 2016, : 372 - 377
12345