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Siyang Song
Siyang Song
Lecturer, University of Leicester, Affiliated Reseacher, University of Cambridge
Geverifieerd e-mailadres voor cam.ac.uk - Homepage
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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 andá…, 2019
2122019
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 & Gestureá…, 2018
942018
Spectral representation of behaviour primitives for depression analysis
S Song, S Jaiswal, L Shen, M Valstar
IEEE Transactions on Affective Computing, 2020
642020
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 Gestureá…, 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 intelligentá…, 2019
312019
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
292021
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
232022
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
232021
Dynamic facial models for video-based dimensional affect estimation
S Song, E Sßnchez-Lozano, M Kumar Tellamekala, L Shen, A Johnston, ...
Proceedings of the IEEE/CVF International Conference on Computer Visioná…, 2019
172019
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
14*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
122015
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
92021
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
62021
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
52022
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 andá…, 2022
42022
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
42018
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 Patterná…, 2023
3*2023
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 Scienceá…, 2016
32016
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
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Artikelen 1–20