Umberto Castellani
Strada le grazie, 15
Strada le grazie, 15
37134 Verona, Italy
+39 045 8027988 Research
His research is focused
on 3D data processing, statistical learning and medical image
analysis. He
is working on 3D shape processing
from
several acquisition systems.
In particular, he likes
to exploit spectral methods for non-rigid
shape modelling for matching and retrieval. He
is also
working
on brain MRI images for the detection and recognition of biological
markers related to
a certain disease.
3D Data Processing
Statistical Learning
- 3D Registration
- 3D Feature point detection and description
- 3D Object retrieval
- Spectral shape analysis and diffusion geometry
Statistical Learning
- Support Vector Machine
- Multiple Kernel Learning
- Generative Models
- Hybrid generative/discriminative methods
- Brain Classification in Schizophrenia
- Biomarker identification for mental disorders characterization
- Multimodal data integration