Welcome to Particle Filter Toolbox’s documentation!

Particle Filter Toolbox is a GUI (Graphical User Interface) based on a Python framework and created for performing face tracking in video sequences. The introduction chapter offers a quick description of the interface and the main ideas behind it. Next chapters document the code that support the tool.

Contents:

• About the toolbox
  • Introduction
  • Installation
• Code documentation
  • Graphical Interface
    • trackUI module
    • track module
    • Interfacing UI
    • Running filter
  • Face detectors
  • Filter modules
    • Filter
    • pfAlgorithms
  • Models
    • Face tracking model
    • Dynamic model definition
    • dlg Model
    • Self-updating model
    • Observation models
      • HSV color-based model
      • LBP-based model
  • Error metrics
    • eval_2DFace
    • plotError_ui
    • PrecRecall
• Links

Indices and tables

• Index

• Module Index

• Search Page