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. © Springer-Verlag Berlin Heidelberg 2002.
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CITATION STYLE
Turiel, A., Nadal, J. P., & Parga, N. (2002). An algorithm for image representation as independent levels of resolution. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 2415 LNCS, pp. 1213–1218). Springer Verlag. https://doi.org/10.1007/3-540-46084-5_196
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