Adaptive Conjugate Gradient Methods for Image Impulse Noise Removal

An technique that solves unconstrained problems with adequate descent routes on each iteration a conjugate gradient adaptive strategy is provided. Our suggested technique differs from the current ones in that it develops a dynamical adjustment conjugacy condition. We prove that, under modest circumstances, the proposed method converges globally. The new method’s numerical testing demonstrates that it successfully resolves the test problems, making it a potential solution.

Authors

Institutions

Publication Details

Published
2024-12-06
DOI
https://doi.org/10.1109/isas64331.2024.10845420
Primary Topic
Image and Signal Denoising Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Adaptive Conjugate Gradient Methods for Image Impulse Noise Removal

Basim A. Hassan, Ahmed S. Ahmed
Image and Signal Denoising Methods
article

Adaptive Conjugate Gradient Methods for Image Impulse Noise Removal

Basim A. Hassan, Ahmed S. Ahmed
article en

Abstract

An technique that solves unconstrained problems with adequate descent routes on each iteration a conjugate gradient adaptive strategy is provided. Our suggested technique differs from the current ones in that it develops a dynamical adjustment conjugacy condition. We prove that, under modest circumstances, the proposed method converges globally. The new method’s numerical testing demonstrates that it successfully resolves the test problems, making it a potential solution.

University of Mosul (IQ)
Affordable and clean energy
Openalex Percentile: Top 74%
Image and Signal Denoising Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Adaptive Conjugate Gradient Methods for Image Impulse Noise Removal — Basim A. Hassan, Ahmed S. Ahmed · (2024) | TGRS Research Map | TGRS