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Vestnik Yuzhno-Ural'skogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie, 2022, Volume 15, Issue 4, Pages 123–130
DOI: https://doi.org/10.14529/mmp220412 (Mi vyuru668) 		 
Short Notes

A new formula on the conjugate gradient method for removing impulse noise images

Basim A. Hassan, Hameed M. Sadiq

Mosul University, Mosul, Iraq
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DOI: https://doi.org/10.14529/mmp220412
Abstract: A variety of conjugate gradient algorithms are constructed on the coefficient conjugate. In this paper, a new coefficient conjugate based on the quadratic model for impulse noise removal is proposed. Its global convergence results might be achieved under Wolfe line search circumstances. To demonstrate the performance of the conjugate gradient approach for impulse noise reduction, numerical experiments are provided.
Keywords: image processing, impulse noise, conjugate gradient method, global convergence.
Funding agency Grant number
University of Mosul
The authors are very grateful to the University of Mosul / College of Computers Sciences and Mathematics for their provided facilities, which helped to improve the quality of this work.
Received: 24.06.2022
Bibliographic databases:
Document Type: Article
UDC: 519.688, 532.529
MSC: 54H30, 65Y05
Language: English
Citation: Basim A. Hassan, Hameed M. Sadiq, “A new formula on the conjugate gradient method for removing impulse noise images”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 15:4 (2022), 123–130
Citation in format AMSBIB
\Bibitem{HasSad22}
\by Basim~A.~Hassan, Hameed~M.~Sadiq
\paper A new formula on the conjugate gradient method for removing impulse noise images
\jour Vestnik YuUrGU. Ser. Mat. Model. Progr.
\yr 2022
\vol 15
\issue 4
\pages 123--130
\mathnet{http://mi.mathnet.ru/vyuru668}
\crossref{https://doi.org/10.14529/mmp220412}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=4476467}
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