Image Compression using Wavelet and SPIHT Encoding Scheme

Image Compression using Wavelet and SPIHT Encoding Scheme

  ijett-book-cover  International Journal of Engineering Trends and Technology (IJETT)          
  
© 2013 by IJETT Journal
Volume-4 Issue-9                      
Year of Publication : 2013
Authors : Swetha Dodla , Y David Solmon Raju , K V Murali Mohan

Citation 

Swetha Dodla , Y David Solmon Raju , K V Murali Mohan. "Image Compression using Wavelet and SPIHT Encoding Scheme". International Journal of Engineering Trends and Technology (IJETT). V4(9):3863-3865 Sep 2013. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group.

Abstract

The traditional image coding technology uses the redundant data in an image to compress it. But these methods have been replaced by digital wavelet transform based compression method as these methods have high speed, low memory requirements and complete reversibility . Now in this work we are considering SPIHT as a placement for wavelet compression methods. We are comparing it with wavelet encoding scheme and comparing the final results in terms of bit error rate, PSNR and MSE

References

[1] Ahmed,N.; Natarajan,T.; Rao,K.R.“ Discrete Cosine Transform,” IEEE Trans. On Computers, vol. C - 32, pp. 90 - 93, Jan. 1974 .
[2] Antonini,M.; Barlaud,M.; Mathieu, P.; Daubechies,I.“ Image Coding Using Wavelet Transform, ” IEEE Trans. on Image Processing, Vol. 1, No. 2, pp. 205 - 220.1992
[3] Ronald A.DeVore; Bjorn Jawerth; Bradley J. Lucier " Image Compression Through Wavelet Transform Coding, " IEEE Trans. On Information Theory, Vol.38.NO.2,pp.719 - 746, MARCH 1992.
[4] Walnut, D.F. “ An Introduction to Wavelet Analysis”, Birkhauser Bos ton , 2002 .
[5] A. DeVore Ronald, Bjorn Jawerth, J. Bradley Lucier, “ Image Compression through Wavelet Transform Coding”, IEEE Trans. On Information Theory , Vol. 38, No. 2, pp. 719 - 746, March 1992.
[6] J.M. Shapiro, “ Embedded Image Coding using Zerotrees of Wavelet Coefficients” , IEEE Trans. On Signal Processing, pp. 3445 - 3462, 1993.
[7] A. Said, W.A. Pearlman, “ A New Fast and Efficient Image Coded Based on Set Partitioning in Hierarchical Trees ” , IEEE Trans. On Circuits and Systems for Video Technologies, vol. 6, pp. 243 – 250, 1996.
[8] EZW present at website h ttp://pagespersoorangefr/polyvalens/Clemens/ezw/ ezw .html
[9] Rajpoot NM, Wilson RG, Meyer FG, Coifman RR. Adaptive wavelet packet basis selection for zerotree image coding. IEEE Transactions on Image Processing 2003; 12:1460 – 72
[10] . “PDCA12 - 70 data sheet,” Opto Speed SA, Mezzovico, Switzerland.
[11] A. Karnik, “Performance of TCP congestion control with rate feedback: TCP/ABR and rate adaptive TCP/IP,” M. Eng. thesis, Indian Institute of Science, Bangalore, India, Jan. 1999.
[12] J . Padhye, V. Firoiu, and D. Towsley, “A stochastic model of TCP Reno congestion avoidance and control,” Univ. of Massachusetts, Amherst, MA, CMPSCI Tech. Rep. 99 - 02, 1999.
[13] Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specification , IEE E Std. 802.11, 1997

Keywords
Wavelet, SPIHT, E ncoding, Decoding. EZW.