Title :
Smooth signal extension for M-channel paraunitary filterbanks and its application to image coding
Author :
Oka, Tomohiro ; Uto, Toshiyuki ; Ikehara, Masaaki
Author_Institution :
Dept. of Electron. & Electr. Eng., Keio Univ., Japan
Abstract :
In the transform-based image coding, the symmetric extension is important to obtain subband signals effectively without increasing the total number of signal. However in the case of the symmetric extension, subband filters have to be (anti-)symmetric. This means that the linear phase property is strict constraint on filters´ impulse response for the symmetric extension. For the other method of the signal extension, the periodic extension is implemented. While it can be applied to any filters, it introduces artificial discontinuities at the signal boundaries. In this paper, we present a smooth extension for M-channel filterbanks to implement nonexpansive decomposition. First, we derive a condition for solving the coefficient expansion problem. Second, we calculate a smooth extended signal under the condition by singular value decomposition. Finally, we design 8 channel 16 tap paraunitary filterbank using lattice structure, and several image coding and extended signal examples are shown to confirm the validity of the proposed approach.
Keywords :
image coding; singular value decomposition; smoothing methods; transform coding; M-channel paraunitary filterbanks; coefficient expansion problem; impulse response; lattice structure; linear phase property; nonexpansive decomposition; periodic extension; singular value decomposition; smooth signal extension; symmetric extension; transform-based image coding; Convolution; Filter bank; Image coding; Image reconstruction; Information analysis; Information filtering; Lattices; Nonlinear filters; Signal design; Signal synthesis;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247223