2026International Conference on Pattern Recognition (ICPR)
Research output
Publications
A selection of recent and representative publications by CILab members across the laboratory's main research areas.
Recent publications
2026Pattern Recognition Letters
Take a peek: Efficient encoder adaptation for few-shot semantic segmentation via LoRA
2026Neural Computing and Applications
FuzzyGNN: a graph neural network framework for enhanced fuzzy modeling
2026PLOS ONE
Modeling and benchmarking quantum optical neurons for efficient neural computation
2026Computer Vision and Image Understanding
Handscribe: A gloss-free framework for sign language translation and gloss sequence generation
2026Biomedical Signal Processing and Control
Integrating robotic kinematics and dynamics with online handwriting features for dysgraphia classification
2025European Conference on Artificial Intelligence (ECAI)
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts
2025Image and Vision Computing
Estimating blood pressure using video-based PPG and deep learning
2025Computer Methods and Programs in Biomedicine
From segmentation to explanation: Generating textual reports from MRI with LLMs
2025Knowledge-Based Systems
GraphCLIP: Image-graph contrastive learning for multimodal artwork classification
2025IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting
2025Fuzzy Sets and Systems
Incremental learning and granular computing from evolving data streams: An application to speech-based bipolar disorder diagnosis
2024European Conference on Computer Vision Workshops (ECCV Workshops)
Art2Mus: Bridging Visual Arts and Music through Cross-Modal Generation
2024Scientific Reports
Automated detection of Alzheimer's disease: a multi-modal approach with 3D MRI and amyloid PET
Selected landmark publications
Publications that reflect the scientific roots and evolution of the laboratory.
2022International Journal of Computer Vision
A deep learning approach to clustering visual arts
2022Knowledge-Based Systems
Leveraging knowledge graphs and deep learning for automatic art analysis
2022Information Sciences
PLENARY: Explaining black-box models in natural language through fuzzy linguistic summaries
2022Information Sciences
Explaining smartphone-based acoustic data in bipolar disorder: Semi-supervised fuzzy clustering and relative linguistic summaries
2021Springer
Explainable Fuzzy Systems: Paving the Way from Interpretable Fuzzy Systems to Explainable AI Systems
2020European Conference on Computer Vision Workshops (ECCV Workshops)
Multi-view Convolutional Network for Crowd Counting in Drone-Captured Images
2017International Journal of Computational Intelligence Systems
FISDeT: Fuzzy Inference System Development Tool
2015Springer Handbook of Computational Intelligence
Interpretability of Fuzzy Systems: Current Research Trends and Prospects
2007Information Sciences
Distinguishability quantification of fuzzy sets
2006International Journal of Approximate Reasoning
Interface optimality in fuzzy inference systems
2002Cognitive Systems Research
A neuro-fuzzy network to generate human-understandable knowledge from data
1997IEEE Transactions on Neural Networks