| 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 | 267 | 2013 |
| 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 | 201 | 2019 |
| 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 | 169 | 2016 |
| 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 | 165 | 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 | 143 | 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, 119.1--119.13, 2013 | 112 | 2013 |
| 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 | 97 | 2019 |
| Automatic pain quantification using autonomic parameters S Walter, S Gruss, K Limbrecht-Ecklundt, HC Traue, P Werner, ... Psychology & Neuroscience 7, 363-380, 2014 | 95 | 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, 71-83, 2017 | 91 | 2017 |
| 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 | 75 | 2015 |
| 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 | 67 | 2015 |
| 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 | 66 | 2019 |
| “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 | 63 | 2016 |
| 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 | 48 | 2019 |
| 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 | 46 | 2014 |
| 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 | 43 | 2018 |
| 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 | 36 | 2012 |
| 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 | 35 | 2017 |
| 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 | 31 | 2019 |
| Landmark based head pose estimation benchmark and method P Werner, F Saxen, A Al-Hamadi 2017 IEEE international conference on image processing (ICIP), 3909-3913, 2017 | 28 | 2017 |
Ayoub Al-HamadiProfessor of Neuro-Information Technology (NIT)Verified email at ovgu.de
