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3D Head Trajectory using a Single Camera

초록

영어

Video surveillance applications need tools to track people trajectories. We present here a new method to extract the 3D head trajectory of a person in a room using only one calibrated camera. A 3D ellipsoid representing the head is used to track the person with a hierarchical particle filter. This method can run in quasi-real-time providing reasonable 3D errors for a monocular system.

목차

Abstract
 1. Introduction
  1.1. Motivation
  1.2. Related Works
  1.3. Method Overview
 2. Head Model Projection
 3. 3D Head Tracking with Particle Filter
  3.1. Particle Filter
  3.2. Particle Weights
  3.3. Tracking
 4. Experimental Results
 5. Conclusion
 References

저자정보

  • Caroline Rougier Department of Computer Science and Operations Research (DIRO) University of Montreal, QC, Canada
  • Jean Meunier Department of Computer Science and Operations Research (DIRO) University of Montreal, QC, Canada

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