Project: EDL P16-25-P3
Project title: DL for Video Analysis and Surveillance (VAS)
Project leader: Dr. G.Dubbelman, Technische Universiteit Eindhoven (TU/e)
Co-applicant(s): Dr. Cees Snoek (UvA), Dr. Jan van Gemert (TUD)
Partners: Schiphol, TNO, TASS International, NVIDIA
Short description: DL for automated video & streaming data analysis
P3 addresses four main data efficient DL approaches:

  • Weakly supervised learning using unsupervised proposals and zero-shot priors.
  • Embedding multimodal descriptions.
  • Training with decoupled network components.
  • Using simulated training data with higher levels of image information.