Title :
Design of high performance wavelets for image coding
Author :
Rodrigues, Marco A M ; da Silva, Eduardo A B ; Diniz, Paulo S R
Author_Institution :
Centro de Pesquisas de Energia Electr., CEPEL, Rio de Janeiro, Brazil
Abstract :
This paper addresses the design of high performance wavelets for image coding using a perceptual criterium defined as the product of the theoretical coding gain and an index recently reported called peak-to-peak ratio (PPR). It presents some new results in biorthogonal linear-phase wavelet design for image compression. A simplified design procedure was developed using a technique to generate high-order filters from lower-order ones. With this function the perceptual quality expected for the compressed images can be evaluated without having to go through tests with experts. Although this technique is sub-optimal, it yields wavelets which are optimal or very close to it. Some examples are given
Keywords :
autoregressive processes; data compression; image coding; time-domain analysis; transform coding; wavelet transforms; biorthogonal linear-phase wavelet design; high performance wavelets; high-order filters; image coding; image compression; lower-order filters; peak-to-peak ratio; perceptual criterium; simplified design procedure; sub-optimal technique; theoretical coding gain; time domain approach; Damping; Design optimization; Filter bank; Image coding; Image processing; Performance gain; Prototypes; Tail; Testing; Visualization;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.647993