Computer Vision and Machine Learning—Advances and Applications
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E1: Mathematics and Computer Science".
Deadline for manuscript submissions: 27 February 2026 | Viewed by 57
Special Issue Editors
Interests: computer vision; machine learning; pattern recognition; neural networks
Interests: large language models; pattern recognition; multi-scale modeling
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue focuses on the latest advancements and interdisciplinary applications of computer vision and machine learning. It aims to explore innovative algorithms, methodologies, and real-world applications. Topics of interest include, but are not limited to, deep learning for image and video analysis, object detection and recognition, scene understanding, and the integration of machine learning techniques with computer vision systems. Additionally, this Special Issue will highlight practical applications in various domains such as medical diagnosis, healthcare, autonomous vehicles, robotics, surveillance, and augmented reality. By bridging cutting-edge research and real-world applications, this Special Issue seeks to provide a comprehensive overview of the current state and future directions in these fields.
Prof. Dr. Haigen Hu
Prof. Dr. Zhiwei Ji
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
- computer vision
- machine learning
- deep learning
- mathematical modeling in AI
- image processing
- object detection and recognition
- scene understanding
- video analysis
- autonomous systems
- medical image processing
- healthcare applications
- robotics
- augmented reality
- surveillance
- pattern recognition
- neural networks
- optimization for AI
- data-driven vision
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