The DAily Home LIfe Activity Dataset: A High Semantic Activity Dataset for Online Recognition

@article{Vaquette2017TheDH,
  title={The DAily Home LIfe Activity Dataset: A High Semantic Activity Dataset for Online Recognition},
  author={Geoffrey Vaquette and Astrid Orcesi and Laurent Lucat and Catherine Achard},
  journal={2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)},
  year={2017},
  pages={497-504}
}
In this article, we introduce the DAily Home LIfe Activity (DAHLIA) Dataset, a new dataset adapted to the context of smart-home or video-assistance. Videos were recorded in realistic conditions, with 3 KinectTMv2 sensors located as they would be in a real context. The very long-range activities were performed in an unconstrained way (participants received few instructions), and in a continuous (untrimmed) sequence, resulting in long videos (39 min in average per subject). Contrary to previously… CONTINUE READING
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