Title :
Wavelet packet based on the top-down method
Author :
Chung, Mi-Sook ; Rhim, Bong-Kyun ; Choi, Jae-Ho ; Kwak, Hoon-Sung
Author_Institution :
Dept. of Comput. Eng., Chonbuk Nat. Univ., Chonju, South Korea
Abstract :
The wavelet packet based on top-down method is proposed. Previously, Ramchandran and Vetterli (1993) proposed a single tree algorithm. However, it requires of a relatively longer execution time. In comparison to the single tree algorithm, our proposed technique reduces the packet computation time by adopting a top-down packet tree architecture. The bits are allocated to each band by the target bit-rate and variance. Coding is performed for each band within the bit allocation. The simulation results using various still images show that the proposed algorithm requires of a less execution time in comparison to that of the conventional single tree algorithm at the minimal cost of the reduced PSNR. Applications of our proposed method in which time factor is crucial should be useful
Keywords :
computational complexity; data compression; image coding; rate distortion theory; transform coding; tree data structures; wavelet transforms; PSNR; bit allocation; execution time; image coding; packet computation time; single tree algorithm; still images; top-down packet tree architecture; wavelet packet; Bit rate; Computational modeling; Computer architecture; Cost function; Distortion measurement; Pulse measurements; Pulse modulation; Quantization; Wavelet packets; Wavelet transforms;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1997. ICASSP-97., 1997 IEEE International Conference on
Conference_Location :
Munich
Print_ISBN :
0-8186-7919-0
DOI :
10.1109/ICASSP.1997.595451