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Video Surveillance for Road Traffic Monitoring

Master in Computer Vision - M6 Video analysis - Team 4

Overview: In this project we focus in concepts and techniques of video processing, mainly for surveillance applications. We focus on outdoor video sequences, basically of traffic monitoring.

Example on highway dataset

System's pipeline

  1. Input video
  2. Optional: video stabilization
  3. Foreground segmentation
    1. Gaussian adaptive modelling
    2. Hole filling
    3. Area filtering
    4. Specific morphology
  4. Object tracking
    • Speed estimation
    • Vehicle counting

Documentation

Contact