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Adaptive Alternating Minimization Algorithms [PDF]

open access: yes, 2008
The classical alternating minimization (or projection) algorithm has been successful in the context of solving optimization problems over two variables. The iterative nature and simplicity of the algorithm has led to its application to many areas such as
Niesen, Urs   +2 more
core   +3 more sources

Strong and Weak Convergence Criteria of Composite Iterative Algorithms for Systems of Generalized Equilibria

open access: yesAbstract and Applied Analysis, 2014
We first introduce and analyze one iterative algorithm by using the composite shrinking projection method for finding a solution of the system of generalized equilibria with constraints of several problems: a generalized mixed equilibrium problem ...
Lu-Chuan Ceng   +4 more
doaj   +1 more source

A compressed sensing-based iterative algorithm for CT reconstruction and its possible application to phase contrast imaging

open access: yesBioMedical Engineering OnLine, 2011
Background Computed Tomography (CT) is a technology that obtains the tomogram of the observed objects. In real-world applications, especially the biomedical applications, lower radiation dose have been constantly pursued.
Li Xueli, Luo Shuqian
doaj   +1 more source

Iterative projection algorithms for solving inverse problems [PDF]

open access: yesOceans 2003. Celebrating the Past ... Teaming Toward the Future (IEEE Cat. No.03CH37492), 2004
Inverse problems abound in the ocean sciences, as they do in almost every area of science and technology. Solutions to inverse problems are notoriously difficult, computationally expensive, and noise sensitive. Iterative projection algorithms have proved to be particularly useful for solving some image reconstruction problems with incomplete data ...
openaire   +1 more source

Comparative studies of total-variation-regularized sparse reconstruction algorithms in projection tomography

open access: yesAIP Advances, 2019
Projection tomography techniques, such as optical projection tomography and stimulated Raman projection tomography, can efficiently provide quantitative distributions of compositions in three-dimensional volumes that are isotropic and exhibit high ...
Hui Xie   +6 more
doaj   +1 more source

Fast Projection Algorithm for LIM-Based Simultaneous Algebraic Reconstruction Technique and Its Parallel Implementation on GPU

open access: yesIEEE Access, 2018
Simultaneous algebraic reconstruction technique (SART) is a well-known iterative method in X-ray computed tomography, which provides better image quality than analytical methods when dealing with incomplete or noisy data.
Shunli Zhang   +5 more
doaj   +1 more source

AN ECC-BASED ITERATIVE ALGORITHM FOR PHOTOMETRIC INVARIANT PROJECTIVE REGISTRATION [PDF]

open access: yesInternational Journal on Artificial Intelligence Tools, 2009
The ability of an algorithm to accurately estimate the parameters of the geometric transformation which aligns two image profiles even in the presence of photometric distortions can be considered as a basic requirement in many computer vision applications. Projective transformations constitute a general class which includes as special cases the affine,
Evangelidis, Georgios   +1 more
openaire   +3 more sources

Video Superresolution Reconstruction Using Iterative Back Projection with Critical-Point Filters Based Image Matching

open access: yesAdvances in Multimedia, 2015
To improve the spatial resolution of reconstructed images/videos, this paper proposes a Superresolution (SR) reconstruction algorithm based on iterative back projection.
Yixiong Zhang   +3 more
doaj   +1 more source

Convergence analysis of an iterative algorithm for the extended regularized nonconvex variational inequalities

open access: yesJournal of Inequalities and Applications, 2017
In this paper, we suggest and analyze a new system of extended regularized nonconvex variational inequalities and prove the equivalence between the aforesaid system and a fixed point problem.
Ying Zhao, Luoyi Shi, Rudong Chen
doaj   +1 more source

Bilateral back-projection for single image super resolution [PDF]

open access: yes, 2007
In this paper, a novel algorithm for single image super resolution is proposed. Back-projection [1] can minimize the reconstruction error with an efficient iterative procedure.
Mei Han   +3 more
core   +3 more sources

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