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Philipp Werner
Philipp Werner
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The BioVid Heat Pain Database: Data for the Advancement and Systematic Validation of an Automated Pain Recognition System
S Walter, P Werner, S Gruss, H Ehleiter, J Tan, HC Traue, A Al-Hamadi, ...
Cybernetics (CYBCONF), 2013 IEEE International Conference on, 128-131, 2013
2412013
Automatic recognition methods supporting pain assessment: A survey
P Werner, D Lopez-Martinez, S Walter, A Al-Hamadi, S Gruss, RW Picard
IEEE Transactions on Affective Computing 13 (1), 530-552, 2019
1682019
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
1522016
Automatic Pain Recognition from Video and Biomedical Signals
P Werner, A Al-Hamadi, R Niese, S Walter, S Gruss, HC Traue
International Conference on Pattern Recognition, 4582-4587, 2014
1502014
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
1312015
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, 119.1--119.13, 2013
1092013
Automatic pain quantification using autonomic parameters
S Walter, S Gruss, K Limbrecht-Ecklundt, HC Traue, P Werner, ...
Psychology & Neuroscience 7, 363-380, 2014
922014
Face attribute detection with mobilenetv2 and nasnet-mobile
F Saxen, P Werner, S Handrich, E Othman, L Dinges, A Al-Hamadi
2019 11th international symposium on image and signal processing and …, 2019
872019
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, 71-83, 2017
852017
Multimodal data fusion for person-independent, continuous estimation of pain intensity
M Kächele, P Thiam, M Amirian, P Werner, S Walter, F Schwenker, ...
Engineering Applications of Neural Networks: 16th International Conference …, 2015
702015
Multi-modal signals for analyzing pain responses to thermal and electrical stimuli
S Gruss, M Geiger, P Werner, O Wilhelm, HC Traue, A Al-Hamadi, ...
JoVE (Journal of Visualized Experiments), e59057, 2019
602019
Bio-visual fusion for person-independent recognition of pain intensity
M Kächele, P Werner, A Al-Hamadi, G Palm, S Walter, F Schwenker
Multiple Classifier Systems: 12th International Workshop, MCS 2015, Günzburg …, 2015
592015
“BioVid Emo DB”: A multimodal database for emotion analyses validated by subjective ratings
L Zhang, S Walter, X Ma, P Werner, A Al-Hamadi, HC Traue, S Gruss
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2016
532016
Truncated signed distance function: experiments on voxel size
D Werner, A Al-Hamadi, P Werner
Image Analysis and Recognition: 11th International Conference, ICIAR 2014 …, 2014
412014
Effects of video encoding on camera-based heart rate estimation
M Rapczynski, P Werner, A Al-Hamadi
IEEE Transactions on Biomedical Engineering 66 (12), 3360-3370, 2019
402019
Head movements and postures as pain behavior
P Werner, A Al-Hamadi, K Limbrecht-Ecklundt, S Walter, HC Traue
PloS one 13 (2), e0192767, 2018
372018
Pain recognition and intensity rating based on comparative learning
P Werner, A Al-Hamadi, R Niese
2012 19th IEEE International Conference on Image Processing, 2313-2316, 2012
352012
Analysis of facial expressiveness during experimentally induced heat pain
P Werner, A Al-Hamadi, S Walter
2017 Seventh international conference on affective computing and intelligent …, 2017
322017
Continuous low latency heart rate estimation from painful faces in real time
M Rapczynski, P Werner, A Al-Hamadi
2016 23rd International Conference on Pattern Recognition (ICPR), 1165-1170, 2016
272016
Twofold-multimodal pain recognition with the X-ITE pain database
P Werner, A Al-Hamadi, S Gruss, S Walter
2019 8th International Conference on Affective Computing and Intelligent …, 2019
262019
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