A pyramidal coder using a nonlinear filter bank

We propose a novel pyramidal coder, which resembles the general structure of a JPEG coder, but which uses a nonlinear transform to replace the DCT. The nonlinear transform is obtained by the hierarchical application of a median filter predictor at subsampled versions of the original signal. The tran...

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Hauptverfasser: de Queiroz, R.L., Florencio, D.A.F.
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description We propose a novel pyramidal coder, which resembles the general structure of a JPEG coder, but which uses a nonlinear transform to replace the DCT. The nonlinear transform is obtained by the hierarchical application of a median filter predictor at subsampled versions of the original signal. The transformed samples are grouped into square blocks and used to replace the DCT in the JPEG baseline coder. The proposed coder shows several advantages: computation is greatly reduced compared to the DCT, image edges are better encoded, blocking is eliminated, and it allows lossless coding. Objective comparisons show the superiority of the proposed coder against both baseline and lossless JPEG.
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identifier ISSN: 1520-6149
ispartof 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, 1996, Vol.3, p.1570-1573 vol. 3
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2379-190X
language eng
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Discrete cosine transforms
Discrete wavelet transforms
Ear
Filter bank
Image coding
Information filtering
Information filters
Nonlinear filters
Signal resolution
Spatial resolution
title A pyramidal coder using a nonlinear filter bank
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