Search Results for author: Anna Esposito

Found 6 papers, 0 papers with code

The Relationship Between Speech Features Changes When You Get Depressed: Feature Correlations for Improving Speed and Performance of Depression Detection

no code implementations6 Jul 2023 Fuxiang Tao, Wei Ma, Xuri Ge, Anna Esposito, Alessandro Vinciarelli

The results show that the models used in the experiments improve in terms of training speed and performance when fed with feature correlation matrices rather than with feature vectors.

Depression Detection Feature Correlation

Handwriting and Drawing for Depression Detection: A Preliminary Study

no code implementations5 Feb 2023 Gennaro Raimo, Michele Buonanno, Massimiliano Conson, Gennaro Cordasco, Marcos Faundez-Zanuy, Stefano Marrone, Fiammetta Marulli, Alessandro Vinciarelli, Anna Esposito

The aim of this study is to use a new tool, the online handwriting and drawing analysis, to discriminate between healthy individuals and depressed patients.

Depression Detection

A Naturalistic Database of Thermal Emotional Facial Expressions and Effects of Induced Emotions on Memory

no code implementations29 Mar 2022 Anna Esposito, Vincenzo Capuano, Jiri Mekyska, Marcos Faundez-Zanuy

This work defines a procedure for collecting naturally induced emotional facial expressions through the vision of movie excerpts with high emotional contents and reports experimental data ascertaining the effects of emotions on memory word recognition tasks.

A Preliminary Study on Aging Examining Online Handwriting

no code implementations8 Mar 2022 Marcos Faundez-Zanuy, Enric Sesa-Nogueras, Josep Roure-Alcobé, Anna Esposito, Jiri Mekyska, Karmele López-de-Ipiña

This paper contributes to this research line analyzing a selected set of online handwriting parameters provided by a healthy group of population aged from 18 to 70 years.

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