SEMI-SUPERVISED VIDEO TEMPORAL ACTION RECOGNITION AND SEGMENTATION

Registre Brevet USPTO
Numéro d'application 17936941
Statut En instance
Date de dépôt 2022-09-30
Date de la première publication 2023-01-26
Date de publication 2023-01-26
Propriétaire Intel Corporation (USA)
Inventeur(s)
  • Biswas, Sovan
  • Rhodes, Anthony
  • Manuvinakurike, Ramesh
  • Raffa, Giuseppe
  • Beckwith, Richard

Abrégé

Systems, apparatuses, and methods include technology that generates final frame predictions for a first plurality of frames of a video, where the first plurality of frames is associated with unlabeled data. The technology predicts an ordered list of actions for the first plurality of frames based on the final frame predictions, and temporally aligning the ordered list of actions to the final frame predictions to generate labels.

Classes IPC  ?

  • G06V 20/40 - Scenes; Scene-specific elements in video content
  • G06V 20/70 - Labelling scene content, e.g. deriving syntactic or semantic representations
  • G06V 10/776 - Validation; Performance evaluation
  • G06V 10/774 - Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
  • G06V 10/94 - Hardware or software architectures specially adapted for image or video understanding