| 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 | 153 | 2013 |
| 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 | 103 | 2016 |
| 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 | 103 | 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 | 86 | 2015 |
| 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 | 86 | 2013 |
| 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 | 79 | 2011 |
| 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 | 76 | 2012 |
| Automatic recognition methods supporting pain assessment: A survey P Werner, D Lopez-Martinez, S Walter, A Al-Hamadi, S Gruss, R Picard IEEE Transactions on Affective Computing, 2019 | 74 | 2019 |
| 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 | 73 | 2014 |
| Automatic pain quantification using autonomic parameters S Walter, S Gruss, K Limbrecht-Ecklundt, HC Traue, P Werner, ... Psychology & Neuroscience 7 (3), 363-380, 2014 | 64 | 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 | 56 | 2017 |
| 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 | 56 | 2013 |
| 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 | 50 | 2016 |
| 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 | 50 | 2015 |
| The senseemotion database: A multimodal database for the development and systematic validation of an automatic pain-and emotion-recognition system M Velana, S Gruss, G Layher, P Thiam, Y Zhang, D Schork, V Kessler, ... IAPR Workshop on Multimodal Pattern Recognition of Social Signals in Human …, 2016 | 49 | 2016 |
| 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 | 45 | 2012 |
| 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 | 44 | 2015 |
| Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database P Thiam, V Kessler, M Amirian, P Bellmann, G Layher, Y Zhang, M Velana, ... IEEE Transactions on Affective Computing 12 (3), 743-760, 2019 | 42 | 2019 |
| 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 | 42 | 2013 |
| Recognition of intensive valence and arousal affective states via facial electromyographic activity in young and senior adults JW Tan, AO Andrade, H Li, S Walter, D Hrabal, S Rukavina, ... PloS one 11 (1), e0146691, 2016 | 33 | 2016 |
