Tracking Deformable Objects using Particle Filtering for Geometric Active Contours

 

 

 

1.      Fish Sequence: Demonstrates tracking of highly deformable objects with change in topology.


2.      Car Sequence: Demonstrates tracking under partial occlusion.


3.      Plane Sequence: Shows robustness to tracking under clutter (with just 30 particles)

 

Plane Sequence tracking with Condensation: 1200 particles.

Plane Sequence tracking with Condensation:  30 particles. (fails to track many frames)

 

      4.   Walking Couple sequence: Ability to track multiple objects.