The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system

S Walter, S Gruss, H Ehleiter, J Tan… - 2013 IEEE …, 2013 - ieeexplore.ieee.org
The objective measurement of subjective, multi-dimensionally experienced pain is still a
problem that has yet to be adequately solved. Though verbal methods (ie, pain scales …

A companion technology for cognitive technical systems

A Wendemuth, S Biundo - … School, Dresden, Germany, February 21-26 …, 2012 - Springer
Abstract The Transregional Collaborative Research Centre SFB/TRR 62” A Companion
Technology for Cognitive Technical Systems”, funded by the German Research Foundation …

Inferring depression and affect from application dependent meta knowledge

M Kächele, M Schels, F Schwenker - Proceedings of the 4th International …, 2014 - dl.acm.org
This paper outlines our contribution to the 2014 edition of the AVEC competition. It
comprises classification results and considerations for both the continuous affect recognition …

[HTML][HTML] Fusion paradigms in cognitive technical systems for human–computer interaction

M Glodek, F Honold, T Geier, G Krell, F Nothdurft… - Neurocomputing, 2015 - Elsevier
Recent trends in human–computer interaction (HCI) show a development towards cognitive
technical systems (CTS) to provide natural and efficient operating principles. To do so, a …

Kalman filter based classifier fusion for affective state recognition

M Glodek, S Reuter, M Schels, K Dietmayer… - … Classifier Systems: 11th …, 2013 - Springer
The combination of classifier decisions is a common approach to improve classification
performance [1–3]. However, non-stationary fusion of decisions is still a research topic which …

Spotting laughter in natural multiparty conversations: A comparison of automatic online and offline approaches using audiovisual data

S Scherer, M Glodek, F Schwenker… - ACM Transactions on …, 2012 - dl.acm.org
It is essential for the advancement of human-centered multimodal interfaces to be able to
infer the current user's state or communication state. In order to enable a system to do that …

Going further in affective computing: how emotion recognition can improve adaptive user interaction

S Meudt, M Schmidt-Wack, F Honold… - Toward Robotic Socially …, 2016 - Springer
This article joins the fields of emotion recognition and human computer interaction. While
much work has been done on recognizing emotions, they are hardly used to improve a …

Multi-modal classifier-fusion for the recognition of emotions

M Schels, M Glodek, S Meudt… - … in Human-Machine …, 2013 - api.taylorfrancis.com
Research activities in the field of human-computer interaction increasingly addressed the
aspect of integrating features that characterize different types of emotional intelligence …

Classification for multiformat object of cultural heritage using deep learning

RA Kambau, ZA Hasibuan… - 2018 Third International …, 2018 - ieeexplore.ieee.org
The growth of information in the last two decades is dominated by multimedia data such as
text, image, audio, and video. Multimedia data with low-level features should be represented …

Evolutionary algorithms for the design of neural network classifiers for the classification of pain intensity

D Mamontov, I Polonskaia, A Skorokhod… - … Pattern Recognition of …, 2019 - Springer
In this paper we present a study on multi-modal pain intensity recognition based on video
and bio-physiological sensor data. The newly recorded SenseEmotion dataset consisting of …