M6 Video Surveillance for Road Traffic Monitoring

Team 5

Members	Contact
Brian Guang Jun Du	[email protected]
Ignacio Galve Ceamanos	[email protected]
Eric Henriksson Martí	[email protected]
Josep López	[email protected]

Week 1

• Task 1: Detection metrics.
• Task 2: Detection metrics. Temporal analysis.
• Task 3: Optical flow evaluation metrics.
• Task 4: Visual representation optical flow.

Week 2

• Task 1: Gaussian modelling.
• Task 2: Recursive Gaussian modelling.
• Task 3: Compare with state-of-the-art.
• Task 4: Color space effect.

Week 3

• Task 1: Object detection

  • Task 1.1: Off-the-shelf
  • Task 1.2: Fine-tune to your data
  • Task 1.3: K-Fold Cross-validation

• Task 2: Object tracking

  • Task 2.1: Tracking by Overlap
  • Task 2.2: Tracking with a Kalman Filter
  • Task 2.3: IDF1 score

Week 4

• T1 Optical Flow
  • T1.1 Optical Flow with Block Matching
  • T1.2 Off-the-shelf Optical Flow
  • T1.3 Object Tracking with Optical Flow
• T2 Multi-target single-camera (MTSC) tracking
  • T2.1 Evaluate MTSC on SEQ 3
  • T2.2 Evaluate MTSC on SEQ 1 & SEQ 4

Week 5

• T2 Multi-target single-camera (MTSC) tracking
  • T1.1 Evaluate MTSC on SEQ 3
  • T1.2 Evaluate MTSC on SEQ 1 & SEQ 4
• T2 Multi-target multi-camera (MTMC) tracking
  • T2.1 Evaluate MTMC on SEQ 3
  • T2.2 Evaluate MTMC on SEQ 1 & SEQ 4

Final Presentation

Final Report