Advances in AI-Based Multidimensional Digital Signal Processing—Symmetry Approaches
A special issue of Symmetry (ISSN 2073-8994). This special issue belongs to the section "Computer".
Deadline for manuscript submissions: 31 December 2025 | Viewed by 4
Special Issue Editors
Interests: image processing; multidimensional signal processing; pattern recognition; programming; digital signage systems
Special Issues, Collections and Topics in MDPI journals
Interests: artificial intelligence; machine learning; computer vision; medical image analysis and 3D construction
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Multidimensional signal processing covers all signal processing performed using multidimensional signals and systems. In general, the multidimensional approach also involves the cognitive, emotional, and social dimensions to learning, which are considered as important learning dimensions, i.e., content, incentive, and interaction. Special attention is given to the processing and analysis of visual information, which are extremely complicated tasks and require contemporary intelligent theoretical tools and techniques to be used. The AI-based analysis of the properties of the captured information, as well as the related transformations and techniques, help to discover specific symmetry-based properties that allow for a significant increase in processing and analysis efficiency. In this SI, the in-depth analysis of the multidimensional information specifics, as well as the various approaches and techniques used, help to achieve excellent implementation results. In this Special Issue, attention will be focused primarily on generative and adversarial AI tools based on the most commonly used and effective neural networks and DL structures. Application areas will cover various themes in medicine, agriculture, education, and many others.
Dr. Rumen Mironov
Prof. Dr. Jie Yang
Guest Editors
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 submissions that pass pre-check are 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. Symmetry 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 2400 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.
Keywords
- digital signal processing
- artificial intelligence
- symmetry
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