Mathematical Models in Computer Vision
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E1: Mathematics and Computer Science".
Deadline for manuscript submissions: 10 January 2026 | Viewed by 40
Special Issue Editor
Special Issue Information
Dear Colleagues,
This Special Issue aims to bring together cutting-edge research that explores mathematical models across various computer vision applications.
We are particularly interested in contributions that showcase novel algorithms, groundbreaking methods with mathematical models, and their applications in solving complex computer vision problems.
We are seeking original research articles, comprehensive reviews, and insightful case studies that align with the following themes:
- 3D reconstruction;
- 3D from single images;
- Adversarial attack and defense;
- Autonomous driving;
- Biometrics;
- Computational imaging;
- Computer vision for social good;
- Efficient and scalable vision;
- Explainable computer vision;
- Humans: face, body, pose, gesture, and movement;
- Image and video synthesis and generation;
- Low-level vision;
- Medical and biological vision and cell microscopy;
- Multimodal learning;
- Optimization methods;
- Photogrammetry and remote sensing;
- Recognition: categorization, detection, and retrieval;
- Computer vision for robotics;
- Scene analysis and understanding;
- Segmentation, grouping, and shape analysis;
- Transparency, fairness, accountability, privacy, and ethics in vision;
- Video: action and event understanding;
- Video: low-level analysis, motion, and tracking.
This Special Issue offers an excellent platform to reach a broad audience of researchers, practitioners, and educators in the field of computer science.
Dr. Chun Pong Lau
Guest Editor
Manuscript Submission Information
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Keywords
- computer vision
- image processing
- deep learning
- mathematical modeling
- artificial intelligence (AI)
- optimization
- computational mathematics
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