Browse > Article
http://dx.doi.org/10.6109/jkiice.2008.12.10.1773

A Method of Quadtree-Based Compression for the Image by Wavelet Transform  

Kwak, Chil-Seong (한국해양대학교)
Kim, Ki-Moon (한국해양대학교)
Abstract
Images play the most important role in human perception. In order to send the image information by the digital type, the compression is essential. Recently, a lot of studies on encoding algorithms for image by wavelet transform are going on. In this paper, a quadtree-based method of image compression applied to the images decomposed by wavelet transform by using the correlations between pixels and '0' data grouping is proposed. For the proposed method, the experimental gray image with $256{\times}256$ size and 8[bit], is used. And, the performance of proposed method is evaluated to compare with DCT compression method.
Keywords
digital image compression; wavelet transform; quantization; encoding;
Citations & Related Records
연도 인용수 순위
  • Reference
1 R.C. Gonzalez and R.E. Woods, "Digital Image Processing second edition", Prentice Hall, 2002.
2 E. Shusterman and M. Feder, "Image Com- pression via Improved Quadtree Decomposition Algorithms", IEEE Trans. on, Image Processing, vol.3, no2, pp. 207-215, March 1994   DOI   ScienceOn
3 M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, "Image coding Using wavelet transform", IEEE Trans. Image Processing, vol. 1, pp. 205-220, Apr 1992   DOI
4 S.G. Mallat, "A Theory for Multiresolution Signal Decomposition: The Wavelet Representation", IEEE Trans. on, Pattern Analysis and Machine Intelligence, vol. 11, no.7, pp. 674-693, July 1989   DOI   ScienceOn
5 E. Yeung, "Image Compression using Wavelets", IEEE CCECE 97, vol. 1, pp. 241-244, May 1997
6 J.M. Shapiro, "Embedded Image Coding Using Zerotree of Wavelet Coefficients", IEEE Trans. Signal Processing, vol. 41, no. 12, pp. 3445-3462, Dec 1993   DOI   ScienceOn
7 A. Said and W.A. Pearlman, "A new, fast, and efficient image codec based on set partitioning in hierarchical trees", IEEE Trans. on, Circuit and Systems for Video Technology, vol. 6, issue 3, pp. 243-250, June 1996   DOI   ScienceOn
8 R. de Queiroz, C. Choi, Y. Huh, and K.R. Rao, "Wavelet Transforms in a JPEG-like Image Coder", IEEE Trans. on, Circuit and Systems for Video Technology, vol. 7, issue 2. pp. 419-424, Apr 1997   DOI   ScienceOn
9 E.S. Kang, T. H. Tanaka, T. H. Lee, and s. J. Ko, "Improved embedded zerotree wavelet coder", IEE Electronics Letters, vol. 35, no. 9, pp. 705-706, Apr 1999   DOI   ScienceOn
10 D. Marr, Vision, New York: Freeman, 1982