Thrust 2: Situational Awareness

Fine-scale, real-time observation, modeling, and forecasting of human behavior over variable time horizons at streetscape scales

Problem

Neither the novel class of applications nor its necessary technological substrate currently exist.

Knowledge Gap

Visual analytics, including multi-object detection and tracking, relationship detection, multiscale activity detection, object re-identification.

Solutions

Visual analytics, ML, spatiotemporal modeling for novel analytics system for fine-scale, real-time understanding of crowded dynamic environments.

Dependencies

  • RT1 bandwidth/speed
  • RT3 privacy
  • RT4 sensing tolerance
  • RT5 performance requirements

Thrust Lead

Mubarak Shah

Situational Awareness Research Co-Lead
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