Title
Optimal Reconstruction of Natural Images by Small Sets of Gabor Filters
Abstract
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.
Year
DOI
Venue
1998
10.1023/A:1008439232168
Multidimensional Systems and Signal Processing - Special issue on recent developments in time-frequency analysis
Keywords
Field
DocType
image reconstruction,aliasing,Gabor filters,image quality
Iterative reconstruction,Computer vision,Mathematical optimization,Pattern recognition,Gabor wavelet,Image quality,Gaussian,Aliasing,Artificial intelligence,Gabor transform,Mathematics
Journal
Volume
Issue
ISSN
9
4
1573-0824
Citations 
PageRank 
References 
0
0.34
3
Authors
2
Name
Order
Citations
PageRank
J. H. van Deemter110.75
G. Cristobal2966.50