Matteo Bodini

In memoriam: Prof. Ottavio M. D'Antona

I am Ph.D. student at the Department of Computer Science "Giovanni Degli Antoni" of the University of Milan and member of INdAM (Istituto Nazionale di Alta Matematica "Francesco Severi") - GNCS group (Gruppo Nazionale per il Calcolo Scientifico).

I received my M.Sc., full marks with honors, in Computer Science from the University of Milan in July 2018 discussing a thesis entitled "Probabilistic Dynamical Models for the Analysis of Affective Facial Expressions" .

My main current research interests span the fields of computational vision, human-computer interaction, affective computing and machine learning, but I am also studying different things: never stop exploring.

I can be reached at matteo.bodini@unimi.it.

Matteo Bodini, Ph.D. student
Università degli Studi di Milano
Dept. of Computer Science "Giovanni Degli Antoni"
Via Celoria 18, Milano, 20133 Italy
Room 5022 - Phone +39 02 503 16284
News

[15/10/2018] I will be Teaching Assistant for the course of Coding for Data Science and Data Management - Python and R modules, course at the Department of Economics, Management and Quantitative Methods, for the academic year 2018/2019 (grant: ID 551 - DR 985/2019 - 05/03/2019).

[12/03/2019] I have become member of INdAM (Istituto Nazionale di Alta Matematica "Francesco Severi") - GNCS group (Gruppo Nazionale per il Calcolo Scientifico).

[08/02/2019] My papers "Sound Classification and Localization in Service Robots with Attention Mechanisms", and "Probabilistic Nonlinear Dimensionality Reduction through Gaussian Process Latent Variable Models: an Overview" have been accepted for presentation at the Computer-Aided Developements in Electronics and Communication (CADEC - 2019). Preprints available.

[04/02/2019] My paper "Automatic Assessment of the Aesthetic Value of an Image with Machine Learning Techniques" has been accepted for presentation at the International Conference on ISMAC in Computational Vision and Bio-Engineering (ISMAC - CVB 2019). Preprint available.

[04/02/2019] My paper "A Review of Facial Landmark Extraction in 2D Images and Videos Using Deep Learning" has been accepted for pubblication in Big Data and Cognitive Computing, MDPI. The paper is available here.

[28/01/2019] I have been included in the program committee of the First International Conference on Sustainable Technologies for Computational Intelligence (ICTSCI - 2019).
Journal papers

A Review of Facial Landmark Extraction in 2D Images and Videos Using Deep Learning
Matteo Bodini
Big Data and Cognitive Computing. 2019; 3(1):14.
[paper, BibTeX]
Conference papers

Probabilistic Nonlinear Dimensionality Reduction through Gaussian Process Latent Variable Models: an Overview
Matteo Bodini
Computer-Aided Developements in Electronics and Communication (CADEC), 2019
[preprint, to appear in CRC Press, Taylor & Francis Group]

Sound Classification and Localization in Service Robots with Attention Mechanisms
Matteo Bodini
Computer-Aided Developements in Electronics and Communication (CADEC), 2019
[preprint, to appear in CRC Press, Taylor & Francis Group]

Automatic Assessment of the Aesthetic Value of an Image with Machine Learning Techniques
Matteo Bodini
International Conference on ISMAC in Computational Vision and Bio-Engineering (ISMAC - CVB), 2019
[preprint, to appear in Lecture Notes in Computational Vision and Biomechanics, Springer]

Predictive sampling of facial expression dynamics driven by a latent action space
Giuseppe Boccignone, Matteo Bodini, Vittorio Cuculo, and Giuliano Grossi
IEEE 14th International Conference on Signal Image Technology & Internet Based Systems (SITIS), 2018
[preprint, slides, to appear in IEEE Xplore Digital Library]

Single Sample Face Recognition by Sparse Recovery of Deep-learned LDA Features
Matteo Bodini, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti, and Jianyi Lin
Advanced Concepts for Intelligent Vision Systems (ACIVS), 2018
[paper, preprint, slides, code, BibTeX]

A New Proof of Dobiński’s Formula via an ad hoc Algebraic Structure
Matteo Bodini, Ottavio M. D’Antona, and Mauro Torelli
COMBINATORICS, 2018
[abstract, preprint, slides]