| AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition F Ringeval, B Schuller, M Valstar, N Cummins, R Cowie, L Tavabi, ... Proceedings of the 9th International on Audio/visual Emotion Challenge and …, 2019 | 210 | 2019 |
| Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features S Song, L Shen, M Valstar 2018 13th IEEE International Conference on Automatic Face & Gesture …, 2018 | 93 | 2018 |
| Spectral representation of behaviour primitives for depression analysis S Song, S Jaiswal, L Shen, M Valstar IEEE Transactions on Affective Computing, 2020 | 63 | 2020 |
| Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions JO Egede, S Song, TA Olugbade, C Wang, CDC Amanda, H Meng, ... 2020 15th IEEE International Conference on Automatic Face and Gesture …, 2020 | 34* | 2020 |
| Automatic prediction of depression and anxiety from behaviour and personality attributes S Jaiswal, S Song, M Valstar 2019 8th international conference on affective computing and intelligent …, 2019 | 30 | 2019 |
| Self-supervised learning of person-specific facial dynamics for automatic personality recognition S Song, S Jaiswal, E Sanchez, G Tzimiropoulos, L Shen, M Valstar IEEE Transactions on Affective Computing, 2021 | 28 | 2021 |
| Personality recognition by modelling person-specific cognitive processes using graph representation Z Shao, S Song, S Jaiswal, L Shen, M Valstar, H Gunes proceedings of the 29th ACM international conference on multimedia, 357-366, 2021 | 23 | 2021 |
| Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition C Luo, S Song, W Xie, L Shen, H Gunes IJCAI-22, 2022 | 21 | 2022 |
| Dynamic facial models for video-based dimensional affect estimation S Song, E Sánchez-Lozano, M Kumar Tellamekala, L Shen, A Johnston, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 17 | 2019 |
| Self-supervised learning of Dynamic Representations for Static Images S Song, E Sanchez, L Shen, M Valstar 2020 25th International Conference on Pattern Recognition (ICPR), 1619-1626, 2021 | 13* | 2021 |
| Learning Person-specific Cognition from Facial Reactions for Automatic Personality Recognition S Song, Z Shao, S Jaiswal, L Shen, M Valstar, H Gunes IEEE Transactions on Affective Computing, 2022 | 12* | 2022 |
| A precise and real-time loop-closure detection for slam using the rsom tree S Song, S Xia, Z Teng, S Zhang International Journal of Advanced Robotic Systems 12 (6), 73, 2015 | 12 | 2015 |
| Unsupervised fNIRS feature extraction with CAE and ESN autoencoder for driver cognitive load classification R Liu, B Reimer, S Song, B Mehler, E Solovey Journal of Neural Engineering 18 (3), 036002, 2021 | 9 | 2021 |
| Two-stage temporal modelling framework for video-based depression recognition using graph representation J Xu, S Song, K Kusumam, H Gunes, M Valstar arXiv preprint arXiv:2111.15266, 2021 | 6 | 2021 |
| GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features S Song, Y Song, C Luo, Z Song, S Kuzucu, X Jia, Z Guo, W Xie, L Shen, ... arXiv preprint arXiv:2211.12482, 2022 | 4 | 2022 |
| Statistical, spectral and graph representations for video-based facial expression recognition in children NI Abbasi, S Song, H Gunes ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
| Noise invariant frame selection: a simple method to address the background noise problem for text-independent speaker verification S Song, S Zhang, BW Schuller, L Shen, M Valstar 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 4 | 2018 |
| A real-time cigarettes counting and loose ends detection algorithm F Sheng, S Song, S Xia 2016 IEEE International Conference of Online Analysis and Computing Science …, 2016 | 3 | 2016 |
| Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How? S Song, M Spitale, Y Luo, B Bal, H Gunes arXiv e-prints, arXiv: 2302.06514, 2023 | 2* | 2023 |
| An open-source benchmark of deep learning models for audio-visual apparent and self-reported personality recognition R Liao, S Song, H Gunes arXiv preprint arXiv:2210.09138, 2022 | 2 | 2022 |
Michel ValstarProfessor in Automatic Human Behaviour Understanding, University of NottinghamVerified email at nottingham.ac.uk
