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Learning multiresolution schemes for compression of images
Author(s) -
Yáñez D. F.,
Aràndiga F.,
Cohen A.
Publication year - 2007
Publication title -
pamm
Language(s) - English
Resource type - Journals
ISSN - 1617-7061
DOI - 10.1002/pamm.200700321
Subject(s) - multiresolution analysis , point (geometry) , computer science , compression (physics) , artificial intelligence , algorithm , mathematics , geometry , physics , wavelet , wavelet transform , discrete wavelet transform , thermodynamics
We introduce a new type of multiresolution based on the Harten's framework using learning theory. This changes the point of view of the classical multiresolution analysis and it transforms an approximation problem in a learning problem opening great possibilities. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)