Tianyi Zhang

Xie, J, Chen, X, Zhang, T, Zhang, Y, Lu, S.-P, César Garcia, P.S, & Yang, Y. (2022). Multimodal-based and aesthetic-guided narrative video summarization. IEEE Transactions on Multimedia. doi:10.1109/TMM.2022.3183394

Zhang, T, El Ali, A, Hanjalic, A, & César Garcia, P.S. (2022). Few-shot learning for fine-grained emotion recognition using physiological signals. IEEE Transactions on Multimedia. doi:10.1109/TMM.2022.3165715

Zhang, T, El Ali, A, Wang, C, Hanjalic, A, & César Garcia, P.S. (2022). Weakly-supervised learning for fine-grained emotion recognition using physiological signals. IEEE Transactions on Affective Computing. doi:10.1109/TAFFC.2022.3158234

Xue, X, El Ali, A, Zhang, T, Ding, G, & César Garcia, P.S. (2021). CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360 VR Videos. doi:10.5281/zenodo.6136884

Xue, X, El Ali, A, Zhang, T, Ding, G, & César Garcia, P.S. (2021). CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360 VR videos. IEEE Transactions on Multimedia. doi:10.1109/TMM.2021.3124080

Furdui, A, Zhang, T, Worring, M, César Garcia, P.S, & El Ali, A. (2021). AC-WGAN-GP: Augmenting ECG and GSR Signals using Conditional Generative Models for Arousal Classification. In Adjunct Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the ACM International Symposium on Wearable Computers (pp. 21–22). doi:10.1145/3460418.3479301

Xue, X, El Ali, A, Zhang, T, Ding, G, & César Garcia, P.S. (2021). RCEA-360VR: Real-time, continuous emotion annotation in 360◦ VR videos for collecting precise viewport-dependent ground truth labels. In Proceedings of the Conference on Human Factors in Computing Systems (pp. 1–15). doi:10.1145/3411764.3445487

Zhang, T, El Ali, A, Wang, C, Hanjalic, A, & César Garcia, P.S. (2021). CorrNet: Fine-grained emotion recognition for video watching using wearable physiological sensors. Sensors, 21(1), 1–25. doi:10.3390/s21010052

Zhang, T, El Ali, A, Wang, C, Hanjalic, A, & César Garcia, P.S. (2020). RCEA: Real-time, Continuous Emotion Annotation for collecting precise mobile video ground truth labels. In Proceedings of the Conference on Human Factors in Computing Systems (pp. 1–15). doi:10.1145/3313831.3376808

Zhang, T, El Ali, A, Wang, C, Zhu, X, & César Garcia, P.S. (2019). CorrFeat: Correlation-based feature extraction algorithm using skin conductance and pupil diameter for emotion recognition. In ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction (pp. 404–408). doi:10.1145/3340555.3353716