Adaptive filter for two-dimensional Gabor transformation and its implementation
作者:
A.Teuner,
B.J.Hosticka,
期刊:
IEE Proceedings I (Communications, Speech and Vision)
(IET Available online 1993)
卷期:
Volume 140,
issue 1
页码: 2-6
年代: 1993
DOI:10.1049/ip-i-2.1993.0002
出版商: IEE
数据来源: IET
摘要:
An adaptive filter that enables coefficient computation of the Gabor expansion while employing the least mean-squared algorithm for complex signals is described. A significant simplification of the filter structure and the use of FFT algorithms contribute to a fast and efficient determination of the coefficients when compared with known algorithms for Gabor computation. Based on these results, we propose a hardware realisation using a CORDIC processor. Computer simulations indicate that sufficient precision and a fast convergence of the coefficients can be obtained.
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