User-centric affective video tagging from MEG and peripheral physiological responses

MK Abadi, SM Kia, R Subramanian… - 2013 Humaine …, 2013 - ieeexplore.ieee.org
This paper presents a new multimodal database and the associated results for
characterization of affect (valence, arousal and dominance) using the Magneto …

Decoding affect in videos employing the MEG brain signal

MK Abadi, M Kia, R Subramanian… - 2013 10th IEEE …, 2013 - ieeexplore.ieee.org
This paper presents characterization of affect (valence and arousal) using the
Magnetoencephalogram (MEG) brain signal. We attempt single-trial classification of movie …

Comparative analysis of low-level visual features for affective determination of video clips

RMA Teixeira, T Yamasaki… - 2010 5th International …, 2010 - ieeexplore.ieee.org
Many algorithms and works have helped in the understanding and development of affective
analysis of films. In spite of the progress made up to now, it is still not very precise how the …

Multimodal engagement classification for affective cinema

MK Abadi, J Staiano, A Cappelletti… - 2013 Humaine …, 2013 - ieeexplore.ieee.org
This paper describes a multimodal approach to detect viewers' engagement through psycho-
physiological affective signals. We investigate the individual contributions of the different …

Deap: A database for emotion analysis; using physiological signals

S Koelstra, C Muhl, M Soleymani… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
We present a multimodal data set for the analysis of human affective states. The
electroencephalogram (EEG) and peripheral physiological signals of 32 participants were …

DECAF: MEG-based multimodal database for decoding affective physiological responses

MK Abadi, R Subramanian, SM Kia… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
In this work, we present DECAF-a multimodal data set for decoding user physiological
responses to affective multimedia content. Different from data sets such as DEAP [15] and …

Affective ranking of movie scenes using physiological signals and content analysis

M Soleymani, G Chanel, JJM Kierkels… - Proceedings of the 2nd …, 2008 - dl.acm.org
In this paper, we propose an approach for affective ranking of movie scenes based on the
emotions that are actually felt by spectators. Such a ranking can be used for characterizing …

Affective characterization of movie scenes based on content analysis and physiological changes

M Soleymani, G Chanel, JJM Kierkels… - International Journal of …, 2009 - World Scientific
In this paper, we propose an approach for affective characterization of movie scenes based
on the emotions that are actually felt by spectators. Such a representation can be used to …

“BioVid Emo DB”: A multimodal database for emotion analyses validated by subjective ratings

L Zhang, S Walter, X Ma, P Werner… - 2016 IEEE …, 2016 - ieeexplore.ieee.org
The precondition of productive data mining is having an efficient database to work on. The
BioVid Emo DB is a multimodal database recorded for the purpose of analyzing human …

Identifying valence and arousal levels via connectivity between EEG channels

M Chen, J Han, L Guo, J Wang… - … Conference on Affective …, 2015 - ieeexplore.ieee.org
Implicit emotion tagging is a central theme in the area of affective computing. To this end,
Several physiological signals acquired from subjects can be employed, for example …