On the relevance of the regularity constraint in subband image coding

作者: I. Balasingham , T.A. Ramstad

DOI: 10.1109/ACSSC.1997.680171

关键词:

摘要: Maximum regular wavelet filter banks have received much attention in the literature and it is a general conception that they enjoy some type of optimality for image coding purposes. To investigate this claim, article focuses on one particular nonunitary bank, namely two-channel 9/7. All possible combinations having zeros at z=-1 both analysis synthesis lowpass filters rendering perfect reconstruction systems are studied. The best performance obtained when bank has 2/2 filters, respectively. competing 9/7 which 4/4 z=-1, thus judged inferior terms PSNR visually.

参考文章(9)
Jiro Katto, Yasuhiko Yasuda, Performance evaluation of subband coding and optimization of its filter coefficients Journal of Visual Communication and Image Representation. ,vol. 2, pp. 303- 313 ,(1991) , 10.1016/1047-3203(91)90011-4
M. Bellanger, G. Bonnerot, M. Coudreuse, Digital filtering by polyphase network:Application to sample-rate alteration and filter banks IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 24, pp. 109- 114 ,(1976) , 10.1109/TASSP.1976.1162788
O. Rioul, On the choice of 'wavelet' filter for still image compression IEEE International Conference on Acoustics Speech and Signal Processing. ,vol. 5, pp. 550- 553 ,(1993) , 10.1109/ICASSP.1993.319870
T. Fischer, A pyramid vector quantizer IEEE Transactions on Information Theory. ,vol. 32, pp. 568- 583 ,(1986) , 10.1109/TIT.1986.1057198
Ingrid Daubechies, Orthonormal bases of compactly supported wavelets Communications on Pure and Applied Mathematics. ,vol. 41, pp. 909- 996 ,(1988) , 10.1002/CPA.3160410705
I. Balasingham, T.A. Ramstad, J.M. Lervik, Survey of odd and even length filters in tree-structured filter banks for subband image compression international conference on acoustics, speech, and signal processing. ,vol. 4, pp. 3073- 3076 ,(1997) , 10.1109/ICASSP.1997.595441
A. Fuldseth, I. Balasingham, T.A. Ramstad, Efficient coding of the classification table in low bit rate subband image coding by use of hierarchical enumeration international conference on image processing. ,vol. 2, pp. 649- 652 ,(1997) , 10.1109/ICIP.1997.638579
Sven O. Aase, Tor A. Ramstad, On the optimality of nonunitary filter banks in subband coders IEEE Transactions on Image Processing. ,vol. 4, pp. 1585- 1591 ,(1995) , 10.1109/TIP.1995.8876002
M. Antonini, M. Barlaud, P. Mathieu, I. Daubechies, Image coding using wavelet transform IEEE Transactions on Image Processing. ,vol. 1, pp. 205- 220 ,(1992) , 10.1109/83.136597