Tuesday, 4 February 2014

[Zdenek Kalal, et al., PAMI Jan, 2010] Tracking-Learning-Detection

Contribution:
  • A tracking framework (TLD)
    • decomposes the long-term tracking task into tracking, learning, detection
  • A learning method (P-N learning)
    • estimates the errors by a pair of "experts"
    • P-expert: estimates missed detections
    • N-expert: estimates false alarms 
  • Real-time implementation of TLD and P-N learning

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