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11th International Conference on Image Analysis and Processing (ICIAP'01)
Clustering Context Properties of Wavelet Coefficients in Automatic Modelling and Image Coding
Palermo, Italy
September 26-September 28
ISBN: 0-7695-1183-X
Joonas Lehtinen, Turku Centre for Computer Science (TUCS)
Juha Kivijärvi, Turku Centre for Computer Science (TUCS)
Abstract: An algorithm for automatic modelling of wavelet coefficients from context properties is presented. The algorithm is used to implement an image coder, in order to demonstrate its image coding efficiency. The modelling of wavelet coefficients is performed by partitioning the weighted context property space to regions. Each of the regions has a dynamic probability distribution stating the predictions of the modelled coefficients. The coding performance of the algorithm is compared to other efficient wavelet-based image compression methods.
Citation:
Joonas Lehtinen, Juha Kivijärvi, "Clustering Context Properties of Wavelet Coefficients in Automatic Modelling and Image Coding," iciap, pp.0151, 11th International Conference on Image Analysis and Processing (ICIAP'01), 2001
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