Abstract
In wavelet domain, if a wavelet coefficient is insignificant, the spatially related wavelet coefficients taken from all the successively higher frequency subbands of the same orientation are likely to be insignificant. This chapter will present quad-tree based adaptive wavelet packet transform in conjunction with the above-mentioned rearrangement scheme to generate adaptive wavelet packet trees (AWPT). We particularly combine SPIHT with AWPT, which is named set partitioning in adaptive wavelet packet trees (SPIAWPT), for image compression.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
H. G. Musmann, P. Pirsch, and H. J. Grallert, “Advances in Picture Coding,” Proc. IEEE, vol. 73, pp. 523–548, April, 1985.
R. J. Clarke, Transform Coding of Images, New York: Academic Press, 1985.
O. J. Kwon and Rama Chellappa, “Region Adaptive Subband Image Coding,” IEEE Trans. On Image Processing, vol. 7, no. 5, pp. 632–648, May, 1988.
K. R. Rao and J. J. Hwang, Techniques and Standards for Image, Video and Audio Coding, Englewood Cliffs: Prentice Hall, 1996.
W. B. Pennebaker and J. L. Mitchell, JPEG Still Image Data Compression Standards, New York: Van Nostrand, 1993.
M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, “Image Coding Using Wavelet Transform,” IEEE Trans. On Image Processing, vol. 1, pp. 205–220, April, 1992.
G. Strang and T. Nguyen, “Wavelets and Filter Banks,” Wellesley-Cambridge, Wellesley, MA., USA, 1996.
J. M. Shapiro, “Embedded Image Coding Using Zero-Trees of Wavelet Coefficients,” IEEE Trans. On Signal Processing, vol. 40, pp. 3445–3462, 1993.
A. Said and W. A. Pearlman, “A New, Fast, and Efficient Image Codec Based on Set Partitioning in Hierarchical Trees,” IEEE Trans. On Circuits Syst. Video Tech. vol. 6, pp. 243–250, 1996.
D. Mukherjee and S. K. Mitra, “Vector SPIHT for Embedded Wavelet Video and Image Coding,” IEEE Trans. On Circuits Syst. Video Tech. vol. 13, pp. 231–246, March, 2003.
A. Said and W. A. Pearlman, “Low Complexity Waveform Coding via Alphabet and Sample-Set Partitioning,” Proc. SPIE Visual Communications and Image Processing, vol. 3024, pp. 25–37, Feb., 1997.
J. Andrew, “A Simple and Efficient Hierarchical Image Coder,” Proc. IEEE Int. Conf. Image Processing (ICIP), vol. 3, pp. 658–661, Oct., 1997.
W. A. Pearlman, A. Islam, N. Nagaraj, and A. Said, “Efficient, Low Complexity Image Coding With a Set-Partitioning Embedded Block Coder,” IEEE Trans. On Circuits Syst. Video Tech. vol. 14, pp. 1219–1235, Nov., 2004.
D. Taubman, “High Performance Scalable Image Compression with EBCOT,” IEEE Trans. On Image Processing, vol. 9, pp. 1158–1170, July, 2000.
A. Skodras, C. Christopoulos, and T. Ebrahimi, “The JPEG 2000 still image compression standard,” IEEE Signal Process. Mag., vol. 18, pp. 36–58, September, 2001.
H.-C. Fang, Y.-W. Chang, T.-C. Wang, C.-T. Huang, and L.-G. Chen, “High-Performance JPEG 2000 Encoder with Rate-Distortion Optimization,” IEEE Trans. On Multimedia, vol. 8, no. 4, pp. 645–653, August. 2006.
F. G. Meyer, A. Z. Averbuch, and J.-O. Stromberg,” Fast Adaptive Wavelet Packet Image Compression,” IEEE Trans. Image Processing, vol. 9, pp. 792–800, 2000.
D. Engle, A. Uhl, “Adaptive Object Based Image Compression Using Wavelet Packets,” VIPromCom-2002, 4th EURASIP, IEEE Region 8 International Symposium on Video/Image Processing and Multimedia Communications, pp. 183–187, 2002.
N. M. Rajpoot, R. G. Wilson, F. G. Meyer and R. R. Coifman, “Adaptive Wavelet Packet Basis Selection for Zerotree Image Coding,” IEEE Trans. On Image Processing, Vol. 12, pp. 1460–1472, 2003.
K. Ramchandran and M. Vetterli “Best Wavelet Packet Bases in A Rate Distortion Sense,” IEEE Trans. On Image Processing, vol. 2, pp. 160–175, 1993.
Z. Xiong, K. Ramchandran, and M. Orchard, “Wavelet Packet Image Coding Using Space-Frequency Quantization,” IEEE Trans. On Image Processing, vol. 7, pp. 892–898, 1998.
N. M. Rajpoot, R. G. Wilson, F. G. Meyer and R. R. Coifman, “Adaptive Wavelet Packet Basis Selection for Zerotree Image Coding,” IEEE Trans. On Image Processing, vol. 12, pp. 1460–1472, 2003.
N. Sprljan, S. Grgic and M. Grgic, “Modified SPIHT Algorithm for Wavelet Packet Image Coding,” Real-Time Imaging, vol. 11, pp. 378–388, 2005.
T.-Y. Sung and H.-C. Hsin, “An Efficient Rearrangement of Wavelet Packet Coefficients for Embedded Image Coding Based on SPIHT Algorithm,” IEICE Trans. Fundamentals, vol. E90-A, no. 9, pp. 2014–2020, 2007.
H.-C. Hsin and T.-Y. Sung, “Image Coding with Adaptive Wavelet Packet Trees,” IMECS 2008, Hong Kong, (The Certificate of Merit).
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer Science+Business Media B.V
About this chapter
Cite this chapter
Sung, TY., Hsin, HC. (2009). Quad-Tree Based Adaptive Wavelet Packet Image Coding. In: Wai, PK., Huang, X., Ao, SI. (eds) Trends in Communication Technologies and Engineering Science. Lecture Notes in Electrical Engineering, vol 33. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-9532-0_10
Download citation
DOI: https://doi.org/10.1007/978-1-4020-9532-0_10
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-1-4020-9492-7
Online ISBN: 978-1-4020-9532-0
eBook Packages: EngineeringEngineering (R0)