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Título: | Optimal Reconstruction of Natural Images by Small Sets of Gabor Filters |
Autor: | Van Deemter, J. H.; Cristóbal, Gabriel CSIC ORCID CVN | Fecha de publicación: | 1998 | Editor: | Kluwer Academic Publishers | Citación: | Multidimensional Systems and Signal Processing 9: 459-463 (1998) | Resumen: | Images can be reconstructed after being filtered by a Gaussian and a few Gabor filters. Several search methods for the filter parameters for a (near) optimal reconstruction are examined. At first, the search is performed on a 1-D signal which satisfies the radial spectrum of the average of natural images. Later, these results are extended and applied to a 2-D example. It is shown that the resulting parameters are better than those of some existing models. © 1998 | URI: | http://hdl.handle.net/10261/85558 | DOI: | 10.1023/A:1008439232168 | Identificadores: | doi: 10.1023/A:1008439232168 issn: 0923-6082 |
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