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Theses and Publications

Here you can find my Bachelor's and Master's Theses, papers created for various classes during my academic years, and publications (for now just one) in which I took part.

Theses

• Multi-Scale Region of Interest Pooling for Facial Action Unit Detection
  MSc Computer Science and Engineering
  Politecnico di Milano - University of Illinois at Chicago
  Prof. Ahmet Enis Cetin, Prof. Mark Carman
  Publication (.pdf)


• Image deblurring for grayscale images using Wavelet Transform
  BSc Computer Science and Engineering
  Università degli Studi di Firenze
  Prof. Fabrizio Argenti
  Publication (.pdf) and slides (.pdf) (only available in Italian).

Publications

• G. Menchetti, Z. Chen, D. J. Wilkie, R. Ansari, Y. Yardimci and A. E. Çetin. Pain Detection from Facial Videos Using Two-Stage Deep Learning, 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Ottawa, ON, Canada, 2019, pp. 1-5. [link]

Other papers

• G. Menchetti, L. Norcini and F. Sandrelli. Answering Binary Questions on Products In A Noisy Setting, Natural Language Processing class project, UIC, 2018. [link]

• G. Menchetti and L. Norcini. Sales Prediction, Data Mining and Text Mining class project, Politecnico di Milano, 2018. Paper [link] and GitHub project [link]