Dept. of Computer Science, Queen Mary and Westfield College, London.
E-mail: {stephen,jpmetal,sgg}@dcs.qmw.ac.uk

Tracking Colour Object with
Adaptive Mixture Models

Stephen J. McKenna, Yogesh Raja and Shaogang Gong

Abstract:

The use of adaptive Gaussian mixtures to model the colour distributions of objects is described. These models are used to perform robust, real-time tracking under varying illumination, viewing geometry and camera parameters. Observed log-likelihood measurements were used to perform selective adaptation.

• 1 Introduction
• 2 Colour Mixture Models
• 3 Adaptive Colour Mixture Models
• 4 Selective Adaptation
• 5 Experiments
• 6 Conclusions
• References