Advanced Research in Neural Networks, Machine Learning, and Image Processing
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computer Science".
Deadline for manuscript submissions: 10 May 2025 | Viewed by 58
Special Issue Editors
Interests: virtual/augmented reality; computer graphics; computer vision; medical image processing
Interests: big data; mathematical characterization methods and theoretical research of electromagnetic interference signals
Special Issue Information
Dear Colleagues,
Image processing involves manipulating visual data to enhance image quality and extract useful information, serving as an essential preprocessing step in many fields, such as computer vision, medical imaging, and remote sensing. Over the past decade, the rapid development of neural networks and machine learning has significantly advanced the field of image processing. This Special Issue, titled "Advanced Research in Neural Networks, Machine Learning, and Image Processing", aims to highlight recent advances in these areas and focuses on the application of mathematical theories and methods in the intersection of artificial intelligence and image processing. Developing mathematical models offers more effective theoretical guidance for complex image processing and machine vision issues, playing a crucial role in addressing complex problems.
We encourage researchers to contribute original, high-quality papers that explore new theories, models, and applications. Topics of interest include, but are not limited to, pattern recognition and machine learning, deep learning and neural networks, image processing and computer vision, image generation and synthesis, medical image processing and analysis, visual large language models, and various applications of image processing.
Dr. Chengwei Pan
Prof. Dr. Hongyi Li
Prof. Dr. Di Zhao
Guest Editors
Manuscript Submission Information
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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
- computer vision
- deep learning
- machine learning
- neural networks
- medical image analysis
- large language model
- image generation and synthesis
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