G - Physics – 06 – G
Patent
G - Physics
06
G
G06G 7/12 (2006.01) G06F 17/14 (2006.01) G06T 9/00 (2006.01) G06F 15/332 (1990.01)
Patent
CA 2083158
The disclosure involves the use of a library of modulated wavelet- packets which are effective in providing both precise frequency localiza- tion and space localization. An aspect of the disclosure involves feature extraction by determination of the correlations of a library of waveforms with the signal being processed while maintaining orthogonality of the set of waveforms selected (i.e. a selected advantageous basis). In a dis- closed embodiment, a method is provided for encoding and decoding an input signal, comprising the following steps (80): applying combinations of dilations and translations of a wavelet to the input signal to obtain processed values (1610); computing the information costs of the pro- cessed values (1620); selecting, as encoded signals, an orthogonal group of processed values, the selection being dependent on the computed in- formation costs (1630); and decoding the encoded signals to obtain an output signal (1640). The wavelet preferably has a plurality of vanishing moments.
Coifman Ronald
Meyer Yves
Wickerhauser Mladen V.
Goudreau Gage Dubuc
Yale University
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