Understanding and Diagnosing Visual Tracking System

1.What is Visual Tracking?

• motion model
• feature extractor
• observation model
• model updater
• ensemble post-processor
  
  

2.Existing trackers

• KCF: High-Speed Tracking with KernelizedCorrelation Filters
• Large Margin Object Tracking with CirculantFeature Maps
• Fully-Convolutional Siamese Networks for Object Tracking
• ECO: Efficient Convolution Operators for Tracking
  
  

3.Important factors

Reference:

https://arxiv.org/abs/1504.06055

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6/9/2017 5:58:47 PM