Adaptive multichannel marginal L lters

  title={Adaptive multichannel marginal L lters},
  author={Kotropoulos and Ioannis Pitas},
Three adaptive multichannel L-lters based on marginal data ordering are proposed. They rely on well-known algorithms for the iterative minimization of the mean square error (MSE), namely, the least mean squares (LMS), the normalized LMS (NLMS), and the LMS-Newton (LMSN) algorithms. We treat both the unconstrained minimization of the MSE and the minimization of the MSE when structural constraints are imposed on the lter coeecients. The performance of the proposed adaptive multichannel L-lters is… CONTINUE READING


Publications citing this paper.
Showing 1-2 of 2 extracted citations

Volterra Filter for Dynamic Image Sequences

2008 IEEE International Conference on Signal Image Technology and Internet Based Systems • 2008
View 1 Excerpt


Publications referenced by this paper.
Showing 1-10 of 24 references

Two-dimensional LMS adaptive lter incorporating a local mean estimator for image processing

J. N. Lin, X. Nie, R. Unbehauen
IEEE Transactions on Circuits and Systems, Part II, vol. 40, • 1993
View 14 Excerpts
Highly Influenced

Fundamentals of Digital Image Processing

View 4 Excerpts
Highly Influenced

The two-dimensional adaptive LMS (TDLMS) algo- rithm

M. M. Hadhoud, D. W. Thomas
IEEE Transactions on Circuits and Systems, • 1988
View 15 Excerpts
Highly Influenced

Ranking in Rp and its use in multivariate image estimation

IEEE Trans. Circuits Syst. Video Techn. • 1991
View 5 Excerpts
Highly Influenced


O. L. Frost
\An algorithm for linearly constrained adaptive array processing", Proceedings of the IEEE, vol. 60, pp. 926{935 • 1972
View 3 Excerpts
Highly Influenced

Teschioni, \A new approach to vector median ltering based on space lling curves

A.C.S. Regazzoni
IEEE Transactions on Image Processing, • 1997
View 1 Excerpt

Similar Papers

Loading similar papers…