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VEDI: Vision Exploitation for Data Interpretation

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DOI:N/A
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Authors: Ricci Elisa / Rota Bulò Samuel / Snoek Cees / Lanz Oswald / Messelodi Stefano / Sebe Nicu / Farinella G. M. / Signorello G. / Battiato S. / Furnari A. / Ragusa F. / Leonardi R. / Ragusa E. / Scuderi E. / Lopes A. / Santo L. / Samarotto M.

Extracted Abstract:

.We present VEDI (Vision Exploitation for Data Interpreta- tion), an integrated system to jointly assist the visitors of cultural sites and provide meaningful statistics about the visits to the managers of the sites. To address both goals, VEDI includes a wearable assistant (implemented through a wearable device such as HoloLens) which lever- ages Computer Vision algorithms to understand where the user is and what they are paying attention to. At the visitor’s end, such informa- tion is leveraged to augment the visit by displaying additional infor- mation on the observed points of interest, helping the visitors to navi- gate the site and suggesting what to see next. Concurrently, a back-end extracts high-level behavioral information from the captured video con- tent which is used to provide the site manager with meaningful statistics and performance indexes on the cultural site. Experiments show that VEDI achieves good results on both the indoor and outdoor cultural sites considered for the experimentation. Keywords:First person vision ·Egocentric vision· AI for cultural sites 1

Level 1: Include/Exclude

  • Papers must discuss situated information visualization* (by Willet et al.) in the application domain of CH.
    *A situated data representation is a data representation whose physical presentation is located close to the data’s physical referent(s).
    *A situated visualization is a situated data representation for which the presentation is purely visual – and is typically displayed on a screen.
  • Representation must include abstract data (e.g., metadata).
  • Papers focused solely on digital reconstruction without information visualization aspects are excluded.
  • Posters and workshop papers are excluded to focus on mature research contributions.
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