Least-Square-Based Three-Term Conjugate Gradient Projection Method for <i>ℓ</i><sub>1</sub>-Norm Problems with Application to Compressed Sensing

Least-Square-Based Three-Term Conjugate Gradient Projection Method for <i>ℓ</i><sub>1</sub>-Norm Problems with Application to Compressed Sensing

In this paper, we propose, analyze, and test an alternative method for solving the <inline-formula> <math display="inline"> <semantics> <msub> <mi>ℓ</mi> <mn>1</mn> </msub> </semantics> </math> </inline-formula>-norm r...

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Bibliographic Details
Main Authors: Abdulkarim Hassan Ibrahim , Poom Kumam , Auwal Bala Abubakar , Jamilu Abubakar , Abubakar Bakoji Muhammad 
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Mathematics
Subjects:
image processing
compressed sensing
<i>ℓ</i><sub>1</sub>-norm regularization
nonlinear equations
conjugate gradient method
projection method
Online Access:https://www.mdpi.com/2227-7390/8/4/602

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https://www.mdpi.com/2227-7390/8/4/602

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