I obtained my doctoral degree in 2010 at the University of Verona supervised by Prof. Vittorio Murino.
My research primarily involves the use of machine learning techniques and in particular probabilistic graphical models, to engineer solutions to problems in computer vision and computational biology.
- Alessandro Perina and Nebojsa jojic, Spring Lattice Counting Grids: Scene recognition using deformable positional constraints, in European Conference on Computer Vision (ECCV), 2012
- Alessandro Perina, Marco Cristani, Umberto Castellani, Vittorio Murino, and Nebojsa Jojic, Free Energy Score Spaces: Using Generative Information in Discriminative Classifiers, in IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 7, pp. 1249-1262, IEEE Computer Society, 2012
- Alessandro Perina, Nebojsa Jojic, Marco Cristani, and Vittorio Murino, Stel Component Analysis: Joint Segmentation, Modeling and Recognition of Objects Classes, in International Journal of Computer Vision, pp. 1-20, Springer Netherlands, 2012
- Alessandro Perina and Nebojsa Jojic, In the sight of my wearable camera: Classifying my visual experience, Computer Vision and Pattern Recognition (CVPR), 2012