DocumentCode :
1687287
Title :
Biorthogonal modified coiflet filters for image compression
Author :
Winger, Lowell L. ; Venetsanopoulos, Anastasios N.
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Volume :
5
fYear :
1998
Firstpage :
2681
Abstract :
The selection of the filter bank in wavelet compression is crucial, affecting the image quality and system design. The biorthogonal coiflet (cooklet) family of wavelet filters has been constructed, and explicit frequency domain formulae have been developed in the Bernstein polynomial basis. We use the Bernstein basis for the frequency domain design and construction of biorthogonal nearly coiflet wavelet bases. In particular, we construct a previously unpublished nearly coiflet 17/11 biorthogonal wavelet filter pair. Key filter quality evaluation metrics due to Villasenor (see IEEE Trans. on Image Proc., vol.4, no.8, p.1053-1060, 1995) demonstrate this filter pair to be well suited for image compression. Comparison is made to the 17/11 biorthogonal coiflet (cooklet), Villasenor 10/18, Odegard 9/7, and classical CDF 9/7 wavelet bases. Simulation results with the SPIHT algorithm due to Said and Pearlman (see IEEE Trans. on Circ. and Systems, vol.6, no.3, p.243-250, 1996), and with our SRSFQ, confirm that the new 17/11 wavelet basis outperforms the others for still image compression
Keywords :
band-pass filters; digital filters; frequency-domain synthesis; image coding; transform coding; wavelet transforms; Bernstein polynomial basis; SPIHT algorithm; biorthogonal modified coiflet filters; biorthogonal wavelet filter pair; filter bank; filter quality evaluation metrics; frequency domain design; frequency domain formulae; image quality; simulation results; still image compression; system design; wavelet bases; wavelet compression; wavelet filters; Bit rate; Compression algorithms; Equations; Filter bank; Frequency domain analysis; Image coding; Image quality; Matched filters; Quantization; Wavelet domain;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
ISSN :
1520-6149
Print_ISBN :
0-7803-4428-6
Type :
conf
DOI :
10.1109/ICASSP.1998.678075
Filename :
678075
Link To Document :
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