Image Processing and Generation, Pattern Recognition, and Data Visualization
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E: Applied Mathematics".
Deadline for manuscript submissions: 30 November 2025 | Viewed by 391
Special Issue Editors
Interests: image processing; pattern recognition; machine learning
Interests: data visualization; geometric modeling; visual understanding; visual arts
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
We are pleased to announce a Special Issue of the journal Mathematics entitled "Image Processing and Generation, Pattern Recognition, and Data Visualization". This Special Issue focuses on the application of mathematical principles and techniques primarily in the field of digital image processing, pattern recognition, and understanding and visualizing digital information and data, including image generation for artistic purposes. It also includes various artificial intelligence techniques such as machine learning and deep learning, which can extract significant information from complex images and help to support the understanding of visual information, as well as being used to solve either low- or high-level image processing challenges.
Artificial intelligence, machine learning, and especially deep learning have transformed the field of data visualization and understanding, digital image generation and processing, and pattern recognition by enabling the efficient interpretation of large amounts of information represented in a visual form. These new techniques have played an important role in recent years, making them a focal point of this Special Issue.
We invite researchers and practitioners to contribute papers exploring diverse aspects of artificial intelligence and machine learning in digital image generation and processing and pattern recognition, as well as data visualization and its applications.
The aim of this Special Issue is to bring together contributions that discuss problems and solutions in this area, both from a methodological and an application-oriented perspective. Topics of interest include, but are not limited to, the following:
- Image processing;
- Image segmentation;
- Data visualization methods;
- Medical image processing and analysis;
- Machine learning and pattern recognition;
- Pattern recognition and analysis;
- Feature extraction and feature selection;
- Object detection, tracking, and recognition;
- Deep learning for image processing and pattern recognition;
- Artificial intelligence for data visualization;
- AI-based generation and understanding of visual artworks;
- Performance evaluation of digital topology and its application in image processing.
Dr. Attila Fazekas
Prof. Dr. Miklos Hoffmann
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. Mathematics is an international peer-reviewed open access semimonthly 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 2600 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
- image processing
- pattern recognition
- data visualization
- machine learning
- artificial intelligence
- digital topology
- AI-based image generation
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