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
  • [41] Wavelet based lossless image compression using partial SPIHT and bit plane based arithmetic coding
    Abu-Hajar, A
    Sankar, R
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 3497 - 3500
  • [42] IMAGE CODING WITH CONTOURLET/WAVELET TRANSFORMS AND SPIHT ALGORITHM An Experimental Study
    Nowak, Slawomir
    Glomb, Przemyslaw
    IMAGAPP 2009: PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON COMPUTER IMAGING THEORY AND APPLICATIONS, 2009, : 37 - 42
  • [43] SAR image compression using an adaptive algorithm in the wavelet domain
    Chen, Yixin
    Salari, Ezzatollah
    Wei, Jianming
    2006 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY, 2006, : 340 - 343
  • [44] MR IMAGE COMPRESSION USING A WAVELET TRANSFORM CODING ALGORITHM
    ANGELIDIS, PA
    MAGNETIC RESONANCE IMAGING, 1994, 12 (07) : 1111 - 1120
  • [45] OPTIMAL ANALOG WAVELET BASES CONSTRUCTION USING HYBRID OPTIMIZATION ALGORITHM
    Li, Hongmin
    He, Yigang
    Sun, Yichuang
    INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2016, 9 (04): : 1918 - 1942
  • [46] Selection of wavelet for image compression in hybrid coding scheme combining SPIHT-and SOFM-based vector quantisation
    Rawat, Chandan Singh D.
    Meher, Sukadev
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2014, 7 (01) : 38 - 42
  • [47] SPIHT image compression on FPGAs
    Fry, TW
    Hauck, SA
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (09) : 1138 - 1147
  • [48] Enhanced Image Steganography Using AES & SPIHT Compression
    Malathi, M.
    Rahul, M.
    Kumar, N. Sathish
    Thamaraiselvan, R.
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2017,
  • [49] Compression of hyperspectral images with 2D wavelet transform using adjacent information and SPIHT algorithm
    Lee, S
    Lee, E
    Choi, H
    Lee, C
    IGARSS 2005: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-8, PROCEEDINGS, 2005, : 117 - 119
  • [50] IMAGE COMPRESSION BASED ON BEST WAVELET PACKET BASES
    PARK, D
    LEE, MH
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1994, 40 (03) : 527 - 537
12345