Steffen Walter
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Multimodal emotion classification in naturalistic user behavior
S Walter, S Scherer, M Schels, M Glodek, D Hrabal, M Schmidt, R Böck, ...
International Conference on Human-Computer Interaction, 603-611, 2011
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, HC Traue, P Werner, A Al-Hamadi, ...
2013 IEEE international conference on cybernetics (CYBCO), 128-131, 2013
Towards pain monitoring: Facial expression, head pose, a new database, an automatic system and remaining challenges
P Werner, A Al-Hamadi, R Niese, S Walter, S Gruss, HC Traue
Proceedings of the British Machine Vision Conference, 1-13, 2013
Bridging the gap between robotic technology and health care
AO Andrade, AA Pereira, S Walter, R Almeida, R Loureiro, D Compagna, ...
Biomedical Signal Processing and Control 10, 65-78, 2014
Automatic pain recognition from video and biomedical signals
P Werner, A Al-Hamadi, R Niese, S Walter, S Gruss, HC Traue
2014 22nd International Conference on Pattern Recognition, 4582-4587, 2014
Pain intensity recognition rates via biopotential feature patterns with support vector machines
S Gruss, R Treister, P Werner, HC Traue, S Crawcour, A Andrade, ...
PloS one 10 (10), e0140330, 2015
Automatic pain assessment with facial activity descriptors
P Werner, A Al-Hamadi, K Limbrecht-Ecklundt, S Walter, S Gruss, ...
IEEE Transactions on Affective Computing 8 (3), 286-299, 2016
Transsituational individual-specific biopsychological classification of emotions
S Walter, J Kim, D Hrabal, SC Crawcour, H Kessler, HC Traue
IEEE Transactions on Systems, Man, and Cybernetics: Systems 43 (4), 988-995, 2013
Repeatability of facial electromyography (EMG) activity over corrugator supercilii and zygomaticus major on differentiating various emotions
JW Tan, S Walter, A Scheck, D Hrabal, H Hoffmann, H Kessler, HC Traue
Journal of Ambient Intelligence and Humanized Computing 3 (1), 3-10, 2012
Automatic pain quantification using autonomic parameters.
S Walter, S Gruss, K Limbrecht-Ecklundt, HC Traue, P Werner, ...
Psychology & Neuroscience 7 (3), 363, 2014
A clinical case study of a psychoanalytic psychotherapy monitored with functional neuroimaging
A Buchheim, K Labek, S Walter, R Viviani
Frontiers in Human Neuroscience 7, 677, 2013
Bio-visual fusion for person-independent recognition of pain intensity
M Kächele, P Werner, A Al-Hamadi, G Palm, S Walter, F Schwenker
International Workshop on Multiple Classifier Systems, 220-230, 2015
Affective computing and the impact of gender and age
S Rukavina, S Gruss, H Hoffmann, JW Tan, S Walter, HC Traue
PloS one 11 (3), e0150584, 2016
Using unlabeled data to improve classification of emotional states in human computer interaction
M Schels, M Kächele, M Glodek, D Hrabal, S Walter, F Schwenker
Journal on Multimodal User Interfaces 8 (1), 5-16, 2014
Adaptive confidence learning for the personalization of pain intensity estimation systems
M Kächele, M Amirian, P Thiam, P Werner, S Walter, G Palm, ...
Evolving Systems 8 (1), 71-83, 2017
Multimodal data fusion for person-independent, continuous estimation of pain intensity
M Kächele, P Thiam, M Amirian, P Werner, S Walter, F Schwenker, ...
International Conference on Engineering Applications of Neural Networks, 275-285, 2015
Emotional and cognitive processing of narratives and individual appraisal styles: recruitment of cognitive control networks vs. modulation of deactivations
E Benelli, E Mergenthaler, S Walter, I Messina, M Sambin, A Buchheim, ...
Frontiers in Human Neuroscience 6, 239, 2012
Similarities and differences of emotions in human–machine and human–human interactions: what kind of emotions are relevant for future companion systems?
S Walter, C Wendt, J Böhnke, S Crawcour, JW Tan, A Chan, K Limbrecht, ...
Ergonomics 57 (3), 374-386, 2014
Multi-modal classifier-fusion for the recognition of emotions
M Schels, M Glodek, S Meudt, S Scherer, M Schmidt, G Layher, ...
Coverbal Synchrony in Human-Machine Interaction, 73-98, 2013
Pain and emotional processing in psychological trauma
S Walter, N Leißner, L Jerg-Bretzke, V Hrabal, HC Traue
psychiatria danubina 22 (3), 465-470, 2010
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