Dipartimento di Scienze di Base e Applicate per l'Ingegneria

Mathematical models and computational methods for  multidimensional signal  processing:

Approximation theory and multiresolution analysis

• Multiscale models and methods for sparse representation and applications in information processing (denoising, compression, feature extraction, enhancement, superresolution, classification, etc.)
• Computational methods for video processing (motion estimation and object tracking)

Numerical methods for the solution of inverse problems

• Visual perception-based digital restoration (image and video enhancement, digital restoration of ancient documents and movies, image segmentation)
• Image quality assessment metrics: definition of novel measures for image quality assessment based on human perception and information theory
• Numerical methods for inverse problems in magnetic tomography

Methodologies and algorithms for computer aided monitoring: cultural heritage, defense and security, forensics, environment.