Hybrid fractal zerotree wavelet image coding

被引:19
作者
Kim, T
Van Dyck, RE
Miller, DJ
机构
[1] Natl Inst Stand & Technol, Gaithersburg, MD 20899 USA
[2] Intel Corp, Chandler, AZ 85226 USA
[3] Penn State Univ, University Pk, PA 16802 USA
关键词
hybrid fractal coding; zerotree; image compression; wavelets; perceptual image quality;
D O I
10.1016/S0923-5965(02)00003-6
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, a hybrid fractal zerotree wavelet (FZW) image coding algorithm is proposed, The algorithm couples a zerotree-based encoder, such as the embedded zerotree wavelet (EZW) coder or set partitioning in hierarchical trees. and a fractal image coder, this coupling is done in the wavelet domain. Based on perceptually-weighted distortion-rate calculations, a fractal method is adaptively applied to the parts of an image that can be encoded more efficiently relative to an EZW coder at a given rate. In addition to improving comoression performance, the proposed algorithm also allows one to impose desirable properties from each type of image coder. such as progressive transmission, the zerotree structure, and range-domain block decoding. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:347 / 360
页数:14
相关论文
共 30 条
[1]  
[Anonymous], 1997, FRACTAL IMAGING
[2]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[3]   Image compression via joint statistical characterization in the wavelet domain [J].
Buccigrossi, RW ;
Simoncelli, EP .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (12) :1688-1701
[4]   Significance-linked connected component analysis for wavelet image coding [J].
Chai, BB ;
Vass, J ;
Zhuang, XH .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (06) :774-784
[5]  
CHRYSAFIS C, 1997, P DAT COMPR C SNOWB
[6]   A wavelet-based analysis of fractal image compression [J].
Davis, GM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (02) :141-154
[7]  
FISHER Y, 1994, FRACTAL COMPRESSION
[8]  
HONTSCH L, 1997, P IEEE INT C IM
[9]   IMAGE COMPRESSION - A STUDY OF THE ITERATED TRANSFORM METHOD [J].
JACOBS, EW ;
FISHER, Y ;
BOSS, RD .
SIGNAL PROCESSING, 1992, 29 (03) :251-263
[10]  
JACQUIN AE, 1993, P IEEE, V81, P1415