Recognition of Patterns and Trends in Multimedia Datasets
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Electronic Multimedia".
Deadline for manuscript submissions: 15 March 2025 | Viewed by 92
Special Issue Editors
Interests: artificial intelligence; multimedia information processing; cross-media understanding; multimodal semantic processing
Interests: multimedia understanding and retrieval; multimodal information fusion; multimedia semantic analysis
Special Issue Information
Dear Colleagues,
The recognition of patterns in multimedia datasets addresses a growing need driven by the rapid expansion of multimedia content. As we become increasingly dependent on vast amounts of data from images, videos, and audio files and their effective fusion, there is a pressing demand for advanced techniques to analyze and interpret this information efficiently. Current needs focus on developing robust algorithms that can identify meaningful patterns and enhance decision-making processes across industries. Future developments are likely to see further integration of machine learning, computer vision, and their integration with communication and computing to improve accuracy and scalability. Emerging trends include the use of more sophisticated big data analytics, real-time processing capabilities, and the application of multimedia pattern recognition in new areas such as autonomous vehicles, smart cities, and personalized content delivery. The continuous evolution of these technologies promises to unlock unprecedented levels of insight and innovation, shaping the future landscape of multimedia data utilization.
Topics of interest include, but are not limited to, the following:
- Advanced deep learning techniques for multimedia pattern recognition;
- Image and video processing algorithms;
- Audio signal processing and analysis;
- Multimodal data integration and fusion;
- Real-time multimedia data processing and analytics;
- Big data analytics for multimedia datasets;
- Computer vision applications in multimedia;
- Multimedia data security and privacy;
- Applications of multimedia pattern recognition;
- Edge computing for multimedia data processing.
Dr. Jie Guo
Dr. Jing Hu
Dr. Ying Ouyang
Guest Editors
Manuscript Submission Information
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Keywords
- advanced deep learning techniques for multimedia pattern recognition
- multimodal data integration and fusion
- real-time multimedia data processing and analytics
- applications of multimedia pattern recognition
- edge computing for multimedia data processing
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