Last updated 2026/10/12

RWEAD #2 information

RWEAD #2 is a multimodal indoor-behavior dataset acquired in a 7.8 m × 6.6 m room configured as an Indoor-category exhibition stand within a building hall. The sensing infrastructure comprises 11 devices spanning five modalities: six RGB-D cameras, one thermal camera, two millimeter-wave (mmWave) sensors, one LiDAR, and one microphone. Three points of interest (PoIs)—Table, Model, and TV—are defined within the room. The participant cohort is male-only and consists of amateur actors aged 20–30, all university students without formal acting training. Each participant received a script and was allotted five minutes for memorization prior to data acquisition. The dataset covers the following behavioral, affective, spatial, and interactional constructs and key performance indicators (KPIs): engagement, sentiment, density maps, emotion, motion patterns, attention, person counting, dwell times, conversion, conversation, retention, feedback, and social interaction. 

Download datasets

RWEAD #2 download available at OSF - https://doi.org/10.17605/OSF.IO/EJQSA 

References

For RWEAD #2 cite (temporary):

Rodrigues, J. M. F., Lemos, M., El Afia, M., Solá, D., Walid, A., Santos, R., António, G., Cardoso, P. J. S., & Martins, J. A. (2026). MArtAE: A unified architecture for real-time audience experience analytics at live events. Accepted to the 8th International Conference on Soft Computing and its Engineering Applications (icSoftComp2026), Singapore.

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