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 In particular, we construct a previously unpublished nearly coiflet 17/11 biorthogonal wavelet filter pair.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