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X. Xue (Tong), A. El Ali (Abdallah), T. Zhang (Tianyi), G. Ding (Gangyi) and P.S. César Garcia (Pablo Santiago)

2021-11-13

CEAP-360VR: A continuous physiological and behavioral emotion annotation dataset for 360 VR Videos

Publication

Publication

We develop the CEAP-360VR dataset to address the lack of continuously annotated behavioral and physiological datasets for 360 video VR affective computing. Accordingly, this dataset contains a) questionnaires (SSQ, IPQ, NASA-TLX); b) continuous valence-arousal annotations; c) head and eye movements as well as left and right eye pupil diameters while watching videos; d) peripheral physiological responses (ACC, EDA, SKT, BVP, HR, IBI). Our dataset also concludes the data pre-processing, data validating scripts, along with dataset description and key steps in the stage of data acquisition and pre-processing.

Additional Metadata
Keywords 360 video, virtual reality, emotion, dataset, HMD, physiological signals, head and eye movement, continuous annotation
Persistent URL doi.org/10.5281/zenodo.6143643
Rights creativecommons.org/licenses/by/4.0/legalcode
Note T. Xue, A. El Ali, T. Zhang, G. Ding, and P. Cesar, "CEAP-360VR: A Continuous Physiological and Behavioral Emotion Annotation Dataset for 360° Videos," in IEEE Transactions on Multimedia, doi: 10.1109/TMM.2021.3124080.
Organisation Distributed and Interactive Systems
Citation
Xue, T., 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.6143643


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