PDE, Optimization Modeling and Symmetry in Multi-Dimensional Data and Low-Level Vision Tasks
A special issue of Symmetry (ISSN 2073-8994). This special issue belongs to the section "Mathematics".
Deadline for manuscript submissions: closed (31 December 2021) | Viewed by 17021
Special Issue Editors
Interests: machine learning; variational optimization; pansharpening; image fusion; image restoration
Special Issues, Collections and Topics in MDPI journals
Interests: numerical linear algebra; numerical (fractional) PDEs; parallel-in-time methods; krylov subspace solvers
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Recently, partial differential equation (PDE), optimization modeling and symmetry have become hot topics and could effectively deal with a wide range of real applications, such as multi-dimensional data and low-level vision tasks. We believe this trend will continue in the future; thus, in this Special Issue, we intend to collect several papers scoping the area of multi-dimensional data and low-level vision tasks by using effective approaches based on PDE, optimization modeling and symmetry. With this Special Issue, we hope to promote the development of corresponding models and algorithms. The broad topics include (but are not limited to): tensor completion, data fusion, image restoration, compressive sensing, fractional evolution equations, large-scale matrices/tensors, preconditioned solvers, etc. The goal of this Special Issue is to provide a platform for academic communities to share their recent theories, algorithms and applications.
Prof. Dr. Liang-Jian Deng
Prof. Dr. Xian-Ming Gu
Prof. Dr. Tai-Xiang Jiang
Guest Editors
Manuscript Submission Information
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Keywords
- fractional PDE and numerical methods
- fast solvers for linear systems/matrix equations
- parallel-in-time methods
- curvature-based image processing
- multi-dimensional image recovery
- optimization modeling and algorithms in low-level vision
- videos and medical images
- fusion-based resolution enhancement