Title :
An efficient structure and algorithm for the mixed transform representation of signals
Author :
Berg, Albert P. ; Mikhael, Wasfy B.
Author_Institution :
Lockheed Martin Corp., Orlando, FL, USA
fDate :
Oct. 30 1995-Nov. 1 1995
Abstract :
Mixed transform coders have been shown to consistently yield higher signal quality than those based on one transform for a fixed compression ratio. However, these coders have not been widely employed due to the very high computational complexity of formulations. This paper presents a new parallel mixed transform technique employing a novel projection algorithm for signal representation. Formulations are derived, algorithms are described and results of simulations are presented. Excellent performance is achieved with much less computation than required by existing mixed transform techniques, making real-time implementations possible.
Keywords :
signal representation; computational complexity; mixed transform coders; mixed transform representation; parallel mixed transform technique; projection algorithm; signal quality; Computational complexity; Computational modeling; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Image reconstruction; Karhunen-Loeve transforms; Projection algorithms; Signal representations; Speech;
Conference_Titel :
Signals, Systems and Computers, 1995. 1995 Conference Record of the Twenty-Ninth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7370-2
DOI :
10.1109/ACSSC.1995.540861