Title :
Wavelet packet based optimal subband coder
Author :
Kim, Won-Ha ; Hu, Yu-Hen
Author_Institution :
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Abstract :
Proposes an algorithm to use in designing a subband coder (SBC) constructed by wavelet packet, to achieve minimum distortion for a given bit budget and implementation complexity. The authors map the QMF tree structures onto a binary tree, then formulate the task as an optimization problem including coding bit and implementation complexity constraints. The problem is dissected into two phases. First, they derive the optimal bit allocation strategy which covers the entire range of bit rate, and second, they search for the optimal subband decomposition by using a fast dynamic program
Keywords :
computational complexity; image coding; interference suppression; optimisation; quadrature mirror filters; transform coding; tree data structures; wavelet transforms; QMF tree structures; binary tree; coding bit constraints; fast dynamic program; implementation complexity; minimum distortion; optimal bit allocation strategy; optimal subband decomposition; optimization problem; wavelet packet based optimal subband coder; Algorithm design and analysis; Bandwidth; Binary trees; Bit rate; Constraint optimization; Filter bank; Image coding; Signal design; Tires; Tree data structures; Wavelet packets;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479919