Integration of AI in Signal and Image Processing
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: 20 September 2025 | Viewed by 4246
Special Issue Editors
Interests: deep learning; video/imaging processing and coding; surveillance and real-time applications; medical images; low-cost embedded systems
Special Issues, Collections and Topics in MDPI journals
Interests: MATLAB simulation; cybersecurity; control theory; system modeling; machine learning
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The Special Issue titled “Integration of AI in Signal and Image Processing” delves into the cutting-edge methodologies and innovative applications that are reshaping the landscape of signal and image processing. This comprehensive compilation brings together research and developments from a diverse array of topics, emphasizing both theoretical advancements and practical implementations.
Key themes explored in this Special Issue include the following:
- Enhanced algorithms: This Special Issue highlights novel algorithms designed to improve the accuracy and efficiency of signal and image processing tasks. These include advanced filtering techniques, noise reduction methods, and algorithms for signal reconstruction that push the boundaries of current capabilities.
- Machine learning and AI integration: The integration of machine learning and artificial intelligence (AI) has revolutionized signal and image processing. This Special Issue features articles on how deep learning, neural networks, and other AI-driven techniques are being employed to solve complex problems, offering enhanced performance over traditional methods.
- Medical imaging: One of the standout applications discussed is in the field of medical imaging. Cutting-edge techniques for image segmentation, diagnosis support, and the enhancement of medical images are presented, showcasing how these advancements contribute to the more accurate and early diagnosis of medical conditions.
- Real-time processing: The demand for real-time processing capabilities is ever-increasing. This Special Issue explores methods and technologies that enable the real-time analysis of signals and images, which is crucial for applications such as autonomous vehicles, surveillance systems, and real-time monitoring.
- Multidimensional signal processing: Expanding beyond traditional 2D images, this Special Issue examines processing techniques for multidimensional data, including 3D and even higher-dimensional data sets. This is particularly relevant for applications in scientific research and advanced imaging technologies.
- Emerging applications: This Special Issue also looks at emerging applications of signal and image processing in fields such as remote sensing, environmental monitoring, and multimedia. These articles illustrate the broad impact and potential of advanced processing techniques across various industries.
Dr. Abdussalam Elhanashi
Dr. Pierpaolo Dini
Guest Editors
Manuscript Submission Information
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Keywords
- signal processing
- image processing
- algorithms
- machine learning
- artificial intelligence
- deep learning
- neural networks
- noise reduction
- signal reconstruction
- filtering techniques
- medical imaging
- image segmentation
- diagnosis support
- real-time processing
- autonomous vehicles
- surveillance systems
- multidimensional data
- 3D imaging
- remote sensing
- environmental monitoring
- multimedia
- pattern recognition
- feature extraction
- data enhancement
- computational imaging
- image analysis
- signal enhancement
- adaptive filtering
- biomedical applications
- data fusion
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