Title :
A subband coding system based on discrete Walsh transform
Author :
Huang, Chen ; Liu, Jian
Author_Institution :
Dept. of Electr. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
Subband coding is a potential image coding method. Traditional subband coding systems are often based on the Fourier transform, so they have shortcomings such as large calculation quantity, system error etc. A new coding system based on the discrete Walsh transform is represented in this paper. This model has an ideal reconstruction feature and its analyzer/synthesizer can be represented by a set of simple operators. After subband decomposition, energy is concentrated in the low-frequency band mostly. A subband discard scheme is given in this paper which can reconstruct the original image well only needing the low-frequency subband and a few parameters. It is proved by experiments that the complexity, calculating speed and reconstruction effect of the algorithm are all better than traditional subband coding methods
Keywords :
Walsh functions; computational complexity; image coding; image reconstruction; image representation; mathematical operators; transform coding; analyzer/synthesizer representation; complexity; discrete Walsh transform; ideal reconstruction; image coding; image reconstruction; operators; subband coding; subband decomposition; subband discard scheme; Bit rate; Computer errors; Decoding; Discrete transforms; Finite impulse response filter; Fourier transforms; Image coding; Image reconstruction; Low pass filters; Synthesizers;
Conference_Titel :
Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4325-5
DOI :
10.1109/ICOSP.1998.770322