Mathematical Methods for Image Processing and Computer Vision
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computer Science".
Deadline for manuscript submissions: 28 February 2025 | Viewed by 717
Special Issue Editors
Interests: image processing; chaotic security; computer networking
Interests: numerical optimization; machine learning and image processing
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Advances in the field of digital Image Processing and Computer Vision (IPCV) have contributed to the development of virtually every branch of science for which imaging technologies are applicable. This collaboration has led to the realization of unimaginable problem-solving capabilities that closely resemble (up to a certain level) common human vision tasks and behaviors. Typical applications include object recognition and tracking, autonomous navigation, accident prevention, face detection and recognition, security and surveillance, medical diagnoses, the remote sensing of the environment, and many more. IPVC has empowered digital machines to manipulate, transform, enhance, extract, and analyze image semantics by using both classical mathematical models and artificial intelligence schemes, such as Deep Neural Networks. These IPVC systems represent a valuable asset for the automation of image and vision-related tasks in various domains, enhancing their accuracy, efficiency, and decision-making capabilities in real-time.
This Special Issue welcomes the submission of original research and review articles on the development and advancement of mathematical and artificial intelligence approaches, techniques, and models in the field of image processing and computer vision.
The scope of this Special Issue includes, but is not limited to, the following topics:
- Mathematical and statistical models;
- Low-level vision;
- Filtering, enhancement, and restoration (denoising, deblurring, error concealment, etc.);
- Stereo vision and Super-resolution;
- Segmentation, grouping, and shape analysis;
- Biomedical diagnostic and imaging;
- Remote sensing;
- Image and video synthesis and generation;
- Multimodal Learning;
- Security and surveillance;
- Industrial automation;
- Multi-scale analysis and decomposition;
- Mathematical morphology and topology;
- Machine learning and deep learning.
Dr. Rogelio Hasimoto-Beltran
Dr. Oscar Susano Dalmau Cedeño
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
- computer vision
- mathematical morphology and topology
- machine learning and deep learning
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