Special Issue "Inverse Problems and Imaging"
A special issue of Journal of Imaging (ISSN 2313-433X).
Deadline for manuscript submissions: 31 August 2021.
Interests: regularization algorithms; inverse problems in imaging; numerical optimization; parameter estimation; inversion algorithms for NMR relaxometry data; algorithms for sparse MRI
Interests: optimization and regularization algorithms; inverse problems in imaging; neural networks for deblurring and denoising problems; neural networks for image reconstruction from sparse data
Inverse problems represent the model of applications that has a crucial impact on human life. Such models are characteristic of applications where data coming from scanners or sensors are used to obtain information about objects that are not directly measurable. Visual representation of such objects is a fundamental tool in the decision and analysis in various applicative areas such as medicine, life sciences, and technology, in both the public and private sector. The development of new sensors and scanners leads to sophisticated mathematical models and requires efficient computational methods. Researchers are increasing their efforts to develop new variational algorithms, as well as learning algorithms based on neural networks to tackle the challenges of recent technological evolution.
We invite authors to submit original research papers related to modern challenges in the solution of inverse problems in imaging and data inversion with a focus on tomographic imaging, MRI, and NMR reconstruction problems. Papers with a focus on optimizations and regularization methods for inverse problems in imaging, computational optimization, and regularization methods and applications are equally welcome.
Prof. Dr. Fabiana Zama
Prof. Dr. Elena Loli Piccolomini
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Journal of Imaging is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- variational regularization algorithms
- inverse problems
- neural networks
- learning algorithms in image processing
- regularization algorithms for NMR data inversion
- image deblurring
- image denoising
- tomographic imaging
- optimization methods for image processing