A New Type Coefficient Conjugate on the Gradient Methods for Impulse Noise Removal in Images

被引：2
|
作者：
Hassan, Basim A. [1 ]
Alashoor, Haneen A. [1 ]
机构：
[1] Univ Mosul, Coll Comp Sci & Math, Dept Math, Mosul, Iraq
来源：
EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS | 2022年 / 15卷 / 04期
关键词：
Derivative coefficient conjugate gradient; Convergence property; Im-age restoration problems;
D O I：
10.29020/nybg.ejpam.v15i4.4579
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
The conjugate gradient methods are outstanding by choosing a suitable for coefficient conjugate. In this paper, a modified version of the conjugate gradient algorithm suggested by Hideaki and Yasushi [4] is proposed in order to show that the new method is globally convergent, under standard assumptions. To exemplify the efficiency of the new method, its performance is examined for impulse noise removal in images.
引用
收藏
页码：2043 / 2053
页数：11
相关论文
共 50 条
  • [1] Efficient New Conjugate Gradient Methods for Removing Impulse Noise Images
    Hassan, Basim A.
    Sadiq, Hameed M.
    [J]. EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS, 2022, 15 (04): : 2011 - 2021
  • [2] A NEW FORMULA ON THE CONJUGATE GRADIENT METHOD FOR REMOVING IMPULSE NOISE IMAGES
    Hassan, Basim A.
    Sadiq, Hameed M.
    [J]. BULLETIN OF THE SOUTH URAL STATE UNIVERSITY SERIES-MATHEMATICAL MODELLING PROGRAMMING & COMPUTER SOFTWARE, 2022, 15 (04): : 123 - 130
  • [3] IMPULSE NOISE REMOVAL BASED ON NEW HYBRID CONJUGATE GRADIENT APPROACH
    Kimiaei, Morteza
    Rostami, Majid
    [J]. KYBERNETIKA, 2016, 52 (05) : 791 - 823
  • [4] Two efficient three-term conjugate gradient methods for impulse noise removal from medical images
    Ali Mousavi
    Mansour Esmaeilpour
    Amir Sheikhahmadi
    [J]. Multimedia Tools and Applications, 2024, 83 : 43685 - 43703
  • [5] Two efficient three-term conjugate gradient methods for impulse noise removal from medical images
    Mousavi, Ali
    Esmaeilpour, Mansour
    Sheikhahmadi, Amir
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (15) : 43685 - 43703
  • [6] AN ADAPTIVE CONJUGATE GRADIENT METHOD FOR IMPULSE NOISE REMOVAL
    Zhang, Liqiao
    Xiong, Jiang
    Feng, Yuming
    Liu, Jinkui
    [J]. JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2024, 20 (06) : 2050 - 2061
  • [7] A sufficient descent conjugate gradient method for impulse noise removal
    Gao, Peiting
    Wu, Yongfei
    [J]. SCIENCEASIA, 2024, 50 (01):
  • [8] A descent spectral conjugate gradient method for impulse noise removal
    Yu, Gaohang
    Huang, Finhong
    Zhou, Yi
    [J]. APPLIED MATHEMATICS LETTERS, 2010, 23 (05) : 555 - 560
  • [9] Enriched formulas to conjugate gradient method for removing impulse noise images
    Hassan, Basim A.
    Abdullah, Ali Ahmed A.
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2022, 43 (08): : 2065 - 2074
  • [10] Extra parameters for conjugate gradient method for removing impulse noise images
    Hassan, Basim A.
    Abdullah, Ali Ahmed A.
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2022, 43 (08): : 2055 - 2064
12345