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An algorithm for image representation as independent levels of resolution

Abstract : Recently it has been shown that natural images possess a special type of scale invariant statistics (multiscaling). In this paper, we will show how the multiscaling properties of images can be used to derive a redundancy-reducing oriented wavelet basis. This kind of representation can be learnt from the data and is optimally adapted for image coding; besides, it shows some features found in the visual pathway
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Submitted on : Friday, April 15, 2016 - 2:45:54 PM
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  • HAL Id : inria-00532769, version 1


Antonio Turiel, Jean-Pierre Nadal, Nestor Parga. An algorithm for image representation as independent levels of resolution. Proceedings of the International Conference in Artificial Neural Networks (ICANN), 2002, Madrid, Spain. pp.1213-1218. ⟨inria-00532769⟩



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