DocumentCode :
385825
Title :
Design of linear phase with unequal length paraunitary filter banks with suboptimal coding gain
Author :
Ochi, A. ; Kobayashi, Y. ; Ikehara, M.
Author_Institution :
Fac. of Sci. & Technol., Keio Univ., Yokohama, Japan
Volume :
1
fYear :
2002
fDate :
2002
Firstpage :
73
Abstract :
In this paper, we present a design of M-channel linear-phase paraunitary filter banks (LPPUFB), with filters of unequal lengths and same center of symmetry, (ULPPUFB) without using non-linear optimization algorithms. ULPPUFB can be viewed as generalized lapped orthogonal transforms (GenLOTs) with variable-length basis functions and are used in block transform-based image coding. ULPPUFB has long basis functions in order to avoid blocking artifacts, whereas it reserves short basis functions for high-frequency signal components like edges, thereby limiting ringing artifacts. The design of ULPPUFB has already been shown and can be expressed completely using a lattice structure. However, when it is used in image coding, the coding gain must be maximization, and then we must use non-linear optimization algorithms. When filter length or channel numbers are increased, non-linear optimization algorithms would necessitate an enormous amount of calculation. In this paper, we design each filter without using non-linear optimization, directly based on the compaction problem and implement ULPPUFB by changing these filters into lattice structures. Then, we show their validity.
Keywords :
channel bank filters; digital filters; image coding; lattice filters; linear phase filters; low-pass filters; symmetry; transforms; GenLOT; LPPUFB; M-channel linear phase unequal length paraunitary filter banks; ULPPUFB; band pass filters; block transform-based image coding; channel numbers; coding gain maximization; compaction problems; digital filter banks; filter bank suboptimal coding gain; filter symmetry centers; generalized lapped orthogonal transforms; high-frequency signal components; image edges; image processing; lattice structures; lowpass filters; nonlinear optimization algorithms; ringing artifacts; variable-length basis functions; Algorithm design and analysis; Band pass filters; Channel bank filters; Compaction; Design optimization; Discrete cosine transforms; Filter bank; Image coding; Lattices; Low pass filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2002. APCCAS '02. 2002 Asia-Pacific Conference on
Print_ISBN :
0-7803-7690-0
Type :
conf
DOI :
10.1109/APCCAS.2002.1114911
Filename :
1114911
Link To Document :
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