We present eRS, an open-source system whose purpose is to facilitate the workflow of emotion recognition in movies, released under the MIT license. The system consists of a Django project and an AngularJS web application. It allows to easily create emotional video datasets, process the videos, extract the features and model the emotion. All data is exposed by a REST API, making it available not only to the eRS web application, but also to other applications. All visualizations are interactive and linked to the playing video, allowing researchers to easily analyze the results of their algorithms. The system currently runs on Linux and OS X. eRS can be extended, to integrate new features and algorithms needed in the different steps of emotion recognition in movies.

eRS: a system to facilitate emotion recognition in movies / Dumoulin, Joël; Affi, Diana; Mugellini, Elena; Abou Khaled, Omar. - ELETTRONICO. - (2015), pp. 697-700. (Intervento presentato al convegno ACM multimedia 2015 tenutosi a Brisbane, Australia nel October 26-30, 2015) [10.1145/2733373.2807409].

eRS: a system to facilitate emotion recognition in movies

DUMOULIN, JOEL;
2015

Abstract

We present eRS, an open-source system whose purpose is to facilitate the workflow of emotion recognition in movies, released under the MIT license. The system consists of a Django project and an AngularJS web application. It allows to easily create emotional video datasets, process the videos, extract the features and model the emotion. All data is exposed by a REST API, making it available not only to the eRS web application, but also to other applications. All visualizations are interactive and linked to the playing video, allowing researchers to easily analyze the results of their algorithms. The system currently runs on Linux and OS X. eRS can be extended, to integrate new features and algorithms needed in the different steps of emotion recognition in movies.
2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference
ACM multimedia 2015
Brisbane, Australia
October 26-30, 2015
Dumoulin, Joël; Affi, Diana; Mugellini, Elena; Abou Khaled, Omar
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1008937
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? 0
social impact