Guest Editors
Dr. Barmak Honarvar Shakibaei Asli
Email: barmak@cranfield.ac.uk
Affiliation: Faculty of Engineering and Applied Sciences, Cranfield University, Cranfield, United Kingdom
Homepage:
Research Interests: digital signal & image processing, pattern recognition
Summary
Recent advances in artificial intelligence, deep learning, and computational image processing have fundamentally transformed the fields of image analysis and pattern recognition. This Special Issue aims to bring together cutting-edge research on AI-driven image processing and pattern recognition, focusing on algorithmic innovation, model optimisation, and methodological progress. Topics include, but are not limited to: image reconstruction and enhancement, feature extraction and representation learning, object detection and recognition, image segmentation and classification, generative models and synthetic data, multimodal image fusion, and explainable AI in vision systems. This issue will serve as a platform to showcase how AI technologies can improve the accuracy, efficiency, and scalability of imaging systems, promoting comprehensive advances from methodology to application.
Themes:
· Advances in Image Classification and Recognition
· Algorithmic Optimisation for Image and Instance Segmentation
· Generative Models for Image Enhancement and Synthesis
· Multimodal and Cross-Domain Image Fusion
· Feature Representation and Embedding Methods
· Real-Time Image Processing and Edge Computing
Keywords
image processing, pattern recognition, feature extraction, object detection, image segmentation, real-time vision
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