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 | 306 | 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 | 117 | 2018 |
Spectral representation of behaviour primitives for depression analysis S Song, S Jaiswal, L Shen, M Valstar IEEE Transactions on Affective Computing (Best Paper Runner Up) 13 (2), 829-844, 2020 | 107 | 2020 |
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 2022, 2022 | 80 | 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 | 56 | 2018 |
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 | 54* | 2020 |
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 14 (1), 178-195, 2021 | 44 | 2021 |
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 | 42 | 2019 |
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 | 40 | 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 | 32* | 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 | 24 | 2019 |
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 | 19 | 2022 |
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 | 17* | 2021 |
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 | 16 | 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 | 15 | 2021 |
Fourier-net: Fast image registration with band-limited deformation X Jia, J Bartlett, W Chen, S Song, T Zhang, X Cheng, W Lu, Z Qiu, J Duan Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1015-1023, 2023 | 14 | 2023 |
Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection Z Wang, S Song, C Luo, Y Zhou, S Wu, W Xie, L Shen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 14* | 2023 |
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 | 13 | 2015 |
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 | 11 | 2022 |
Audio event-relational graph representation learning for acoustic scene classification Y Hou, S Song, C Yu, W Wang, D Botteldooren IEEE signal processing letters, 2023 | 10* | 2023 |