Fast two-dimensional quasi-Newton adaptive filter

Jeffrey C. Strait; W. Kenneth Jenkins

Fast two-dimensional quasi-Newton adaptive filter

Jeffrey C. Strait, W. Kenneth Jenkins

Research output: Contribution to journal › Conference article › peer-review

Abstract

Two-dimensional adaptive filters are useful in a wide variety of image and video processing applications. Several different two-dimensional structures and algorithms have been developed, the most recent of which is a fast 2-D FIR quasi-Newton adaptive filter. Quasi-Newton search algorithms can compensate for the eigenvalue disparity of the autocorrelation matrix in colored signal environments. Learning curves show dramatic improvement in the rate of convergence of 2-D adaptive filters with colored noise.

Original language	English (US)
Pages (from-to)	149-152
Number of pages	4
Journal	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	2
State	Published - 1994
Event	Proceedings of the 1994 IEEE International Symposium on Circuits and Systems. Part 3 (of 6) - London, England Duration: May 30 1994 → Jun 2 1994

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Cite this

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title = "Fast two-dimensional quasi-Newton adaptive filter",

abstract = "Two-dimensional adaptive filters are useful in a wide variety of image and video processing applications. Several different two-dimensional structures and algorithms have been developed, the most recent of which is a fast 2-D FIR quasi-Newton adaptive filter. Quasi-Newton search algorithms can compensate for the eigenvalue disparity of the autocorrelation matrix in colored signal environments. Learning curves show dramatic improvement in the rate of convergence of 2-D adaptive filters with colored noise.",

author = "Strait, {Jeffrey C.} and Jenkins, {W. Kenneth}",

year = "1994",

language = "English (US)",

volume = "2",

pages = "149--152",

journal = "Proceedings - IEEE International Symposium on Circuits and Systems",

issn = "0271-4310",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "Proceedings of the 1994 IEEE International Symposium on Circuits and Systems. Part 3 (of 6) ; Conference date: 30-05-1994 Through 02-06-1994",

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T1 - Fast two-dimensional quasi-Newton adaptive filter

AU - Strait, Jeffrey C.

AU - Jenkins, W. Kenneth

PY - 1994

Y1 - 1994

N2 - Two-dimensional adaptive filters are useful in a wide variety of image and video processing applications. Several different two-dimensional structures and algorithms have been developed, the most recent of which is a fast 2-D FIR quasi-Newton adaptive filter. Quasi-Newton search algorithms can compensate for the eigenvalue disparity of the autocorrelation matrix in colored signal environments. Learning curves show dramatic improvement in the rate of convergence of 2-D adaptive filters with colored noise.

AB - Two-dimensional adaptive filters are useful in a wide variety of image and video processing applications. Several different two-dimensional structures and algorithms have been developed, the most recent of which is a fast 2-D FIR quasi-Newton adaptive filter. Quasi-Newton search algorithms can compensate for the eigenvalue disparity of the autocorrelation matrix in colored signal environments. Learning curves show dramatic improvement in the rate of convergence of 2-D adaptive filters with colored noise.

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UR - http://www.scopus.com/inward/citedby.url?scp=0028578940&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:0028578940

SN - 0271-4310

VL - 2

SP - 149

EP - 152

JO - Proceedings - IEEE International Symposium on Circuits and Systems

JF - Proceedings - IEEE International Symposium on Circuits and Systems

T2 - Proceedings of the 1994 IEEE International Symposium on Circuits and Systems. Part 3 (of 6)

Y2 - 30 May 1994 through 2 June 1994

ER -

Fast two-dimensional quasi-Newton adaptive filter

Abstract

All Science Journal Classification (ASJC) codes

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