Understanding and Diagnosing Visual Tracking System

1.What is Visual Tracking?

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

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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

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3.Important factors


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Reference:

https://arxiv.org/abs/1504.06055

6/9/2017 5:58:47 PM

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