Affect estimation in 3D space using multi-task active learning for regression

D Wu, J Huang - IEEE Transactions on Affective Computing, 2019 - ieeexplore.ieee.org
Acquisition of labeled training samples for affective computing is usually costly and time-
consuming, as affects are intrinsically subjective, subtle and uncertain, and hence multiple …

Crowdsourcing empathetic intelligence: The case of the annotation of EMMA database for emotion and mood recognition

C Katsimerou, J Albeda, A Huldtgren… - ACM Transactions on …, 2016 - dl.acm.org
Unobtrusive recognition of the user's mood is an essential capability for affect-adaptive
systems. Mood is a subtle, long-term affective state, often misrecognized even by humans …

Multi-task Feature Learning for EEG-based Emotion Recognition Using Group Nonnegative Matrix Factorization

A Hajlaoui, M Chetouani, S Essid - 2018 26th european signal …, 2018 - ieeexplore.ieee.org
Electroencephalographic sensors have proven to be promising for emotion recognition. Our
study focuses on the recognition of valence and arousal levels using such sensors. Usually …

Emotion recognition and brain activity synchronization across individuals

A Hajlaoui - 2018 - theses.hal.science
Affective computing needs a better understanding of human emotion elicitation. Most
contributions use modalities such as speech or facila expressions, that are limited by their …

Video Scene Understanding: Semantic-based representation, Temporal Variation Modeling, Multi-Task Learning

N Rostamzadeh - 2017 - iris.unitn.it
One of the major research topics in computer vision is automatic video scene understanding
where the ultimate goal is to build artificial intelligence systems comparable with humans in …

Analysis of users' psycho-physiological parameters in response to affective multimedia-A mutlimodal and implicit approach for user-centric multimedia tagging

M Khomami Abadi - 2017 - eprints-phd.biblio.unitn.it
The affective state of a user, during an interaction with a computer, is a great source of
information for the computer in order to (i) employ the information for adapting an interaction …

Creating a Mood Database for automated affect analysis

J Albeda - 2016 - repository.tudelft.nl
Affect-adaptive systems are dependent on their ability to automatically recognize a user's
affective state. This study aims to contribute to the creation of an affect-adaptive system that …