Application of Machine Learning in Graphics and Images, 2nd Edition
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Artificial Intelligence".
Deadline for manuscript submissions: 15 December 2024 | Viewed by 803
Special Issue Editors
Interests: computer graphics; computer-aided design; computer vision and computer-supported cooperative work
Special Issues, Collections and Topics in MDPI journals
Interests: intelligent optimization; medical image processing
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Computer graphics and image processing technologies have been widely used in production processes in society today, as well as other aspects of daily life, offering solutions with greatly improved efficiency and quality. Meanwhile, the last few decades have witnessed machine learning modes becoming effective and ubiquitous approaches applied to various challenging real-world or virtual tasks. Both the fields of image processing and computer graphics are important machine learning application scenarios that have stimulated high research interest and brought about a series of popular research directions.
In this Special Issue, we look forward to your novel research papers or comprehensive surveys of state-of-the-art works that may contribute to innovative machine learning application models, improvements to classical computer graphics and image processing tasks, and new interesting applications. Topics of interest include all aspects of the application of machine learning to graphics and images, but are not limited to the following detailed list:
- Computer graphics;
- Image processing;
- Computer vision;
- Machine learning and deep learning;
- Pattern recognition;
- Object detection, recognition, and tracking;
- Part and semantic segmentation;
- Rigid and non-rigid registration;
- 3D reconstruction;
- Virtual reality/augmented reality/mixed reality;
- Computer-aided design/engineering;
- Human pose and behavior understanding;
- Autonomous driving.
Dr. Yiqi Wu
Dr. Yilin Chen
Dr. Lu Zou
Guest Editors
Manuscript Submission Information
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Keywords
- computer graphics
- image processing
- computer vision
- machine learning
- deep learning
- pattern recognition
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Related Special Issue
- Application of Machine Learning in Graphics and Images in Electronics (13 articles)
