Least-Square-Based Three-Term Conjugate Gradient Projection Method for <i>ℓ</i>₁-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 regularization problem for recovering sparse signals and blurred images in compress...

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Detalhes bibliográficos

Principais autores:	Abdulkarim Hassan Ibrahim, Poom Kumam, Auwal Bala Abubakar, Jamilu Abubakar, Abubakar Bakoji Muhammad
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2020-04-01
coleção:	Mathematics
Assuntos:	image processing compressed sensing <i>ℓ</i><sub>1</sub>-norm regularization nonlinear equations conjugate gradient method projection method
Acesso em linha:	https://www.mdpi.com/2227-7390/8/4/602
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