Polyphase adaptive filter banks for subband decomposition

Subband decomposition is widely used in signal processing applications including image and speech compression. In most practical cases, the goal is to obtain subband signals that are suitable for data compression. In this paper, we present perfect reconstruction (PR) polyphase filter bank structures in which the filters adapt to the changing input conditions. This leads to higher compression results for images containing sharp edges, text, and subtitles.

[1]  M. Kunt,et al.  High compression image coding using an adaptive morphological subband decomposition , 1995, Proc. IEEE.

[2]  Gonzalo R. Arce,et al.  Order statistic filter banks , 1996, IEEE Trans. Image Process..

[3]  Jerome M. Shapiro,et al.  Embedded image coding using zerotrees of wavelet coefficients , 1993, IEEE Trans. Signal Process..

[4]  Philippe Salembier,et al.  Adaptive morphological multiresolution decomposition , 1991, Optics & Photonics.

[5]  A. Enis Cetznl Robust Least Mean Mixed Norm Adaptive Filtering for a-Stable Random Processes , 1997 .

[6]  S. Douglas A family of normalized LMS algorithms , 1994, IEEE Signal Processing Letters.

[7]  E. Erzin,et al.  Adaptive filtering for non-Gaussian stable processes , 1994, IEEE Signal Processing Letters.

[8]  P. P. Vaidyanathan,et al.  A new class of two-channel biorthogonal filter banks and wavelet bases , 1995, IEEE Trans. Signal Process..

[9]  Jean-Christophe Pesquet,et al.  A nonlinear subband decomposition with perfect reconstruction , 1996, 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings.

[10]  Ioannis Pitas,et al.  Adaptive filters based on order statistics , 1991, IEEE Trans. Signal Process..

[11]  M.N. Gurcan,et al.  Binary morphological subband decomposition for image coding , 1996, Proceedings of Third International Symposium on Time-Frequency and Time-Scale Analysis (TFTS-96).

[12]  Philippe Salembier,et al.  Adaptive rank order based filters , 1992, Signal Process..