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Title:
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Adaptive Wavelet Transforms via Lifting |
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Author:
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Claypoole, Roger L.; Baraniuk, Richard G.; Nowak, Robert David
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Type:
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Conference Paper |
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Keywords:
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lifting; adapative wavelet transforms |
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Citation:
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R. L. Claypoole, R. G. Baraniuk and R. D. Nowak,"Adaptive Wavelet Transforms via Lifting," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),, pp. 1513-1516. |
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Abstract:
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This paper develops two new adaptive wavelet transforms based on the lifting scheme. The lifting construction exploits a spatial-domain, prediction-error interpretation of the wavelet transform and provides a powerful framework for designing customized transforms. We use the lifting construction to adaptively tune a wavelet transform to a desired signal by optimizing data-based prediction error criteria. The performances of the new transforms are compared to existing wavelet transforms, and applications to signal denoising are investigated. |
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Date Published:
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1998-05-01 |
