Two-dimensional LMS adaptive linear phase filters
Resource
Circuits and Systems, 1993., ISCAS '93, 1993 IEEE International Symposium on
Journal
IEEE International Symposium on Circuits and Systems, 1993, ISCAS '93
Pages
-
Date Issued
1993-05
Date
1993-05
Author(s)
DOI
N/A
Abstract
Two-dimensional least mean square (2D LMS) adaptive filters are used in image processing applications for reducing noise. A new two-dimensional LMS algorithm is proposed, in which an additional linear phase constraint is added to the constraints of the existing 2D LMS algorithms. Compared with the conventional algorithms, the results show that the proposed algorithm is much more efficient both in computation time and memory storage.
SDGs
Type
journal article
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