Title :
COPERM: transform-domain energy compaction by optimal permutation
Author :
Sidiropoulos, Nicholas D. ; Pattichis, Marios S. ; Bovik, Alan C. ; Havlicek, John U.
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Abstract :
COPERM is a novel paradigm for energy compaction and signal compression, whose foundation is a simple but powerful idea: any signal can be transformed to resemble a more desirable signal from a class of “target” signals, by means of a suitable permutation of its samples. The approach is well-suited for transform domain energy compaction prior to transform-domain compression of persistent broadband signals. The associated optimal permutation precoders are surprisingly simple, and the permutation precoding overhead can be made modest-resulting in improved overall rate-distortion performance
Keywords :
codecs; data compression; discrete Fourier transforms; image coding; image sampling; optimisation; rate distortion theory; transform coding; COPERM; DFT; JPEG; broadband signals; fast computational algorithms; hybrid image codec; optimal permutation; optimal permutation precoders; permutation precoding overhead; rate-distortion performance; signal compression; signal samples; target signals; transform-domain energy compaction; Bandwidth; Codecs; Compaction; Discrete Fourier transforms; Frequency domain analysis; High performance computing; Rate-distortion; Signal analysis; Transform coding; Wavelet analysis;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.679570