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JOURNALS // Vestnik Yuzhno-Ural'skogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie // Archive

Vestnik YuUrGU. Ser. Mat. Model. Progr., 2022 Volume 15, Issue 4, Pages 123–130 (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

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.

UDC: 519.688, 532.529

MSC: 54H30, 65Y05

Received: 24.06.2022

Language: English

DOI: 10.14529/mmp220412



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