Color-based probabilistic tracking

P Pérez, C Hue, J Vermaak, M Gangnet - … 28–31, 2002 Proceedings, Part I …, 2002 - Springer
Color-based trackers recently proposed in [3, 4, 5] have been proved robust and versatile for
a modest computational cost. They are especially appealing for tracking tasks where the …

Adaptive probabilistic visual tracking with incremental subspace update

D Ross, J Lim, MH Yang - Computer Vision-ECCV 2004: 8th European …, 2004 - Springer
Visual tracking, in essence, deals with non-stationary data streams that change over time.
While most existing algorithms are able to track objects well in controlled environments, they …

Object tracking with an adaptive color-based particle filter

K Nummiaro, E Koller-Meier, L Van Gool - Pattern Recognition: 24th …, 2002 - Springer
Color can provide an efficient visual feature for tracking non-rigid objects in real-time.
However, the color of an object can vary over time dependent on the illumination, the visual …

Probabilistic multiple cue integration for particle filter based tracking

C Shen, A Van den Hengel, A Dick - … Pattern Recognition Society, 2003 - books.google.com
Robust visual tracking has become an important topic in the field of computer vision. The
integration of cues such as color, edge strength and motion has proved to be a promising …

Probabilistic tracking with exemplars in a metric space

K Toyama, A Blake - International Journal of Computer Vision, 2002 - Springer
A new, exemplar-based, probabilistic paradigm for visual tracking is presented. Probabilistic
mechanisms are attractive because they handle fusion of information, especially temporal …

Object tracking using adaptive colour mixture models

SJ McKenna, Y Raja, S Gong - Computer Vision—ACCV'98: Third Asian …, 1997 - Springer
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 …

Towards improved observation models for visual tracking: selective adaptation

J Vermaak, P Pérez, M Gangnet, A Blake - … 28–31, 2002 Proceedings, Part I …, 2002 - Springer
An important issue in tracking is how to incorporate an appropriate degree of adaptivity into
the observation model. Without any adaptivity, tracking fails when object properties change …

Color-based object tracking in multi-camera environments

K Nummiaro, E Koller-Meier, T Svoboda, D Roth… - … Recognition: 25th DAGM …, 2003 - Springer
This paper presents a multi-view tracker, meant to operate in smart rooms that are equipped
with multiple cameras. The cameras are assumed to be calibrated. In particular, we …

Efficient region tracking with parametric models of geometry and illumination

GD Hager, PN Belhumeur - IEEE transactions on pattern …, 1998 - ieeexplore.ieee.org
As an object moves through the field of view of a camera, the images of the object may
change dramatically. This is not simply due to the translation of the object across the image …

Sequential Monte Carlo tracking by fusing multiple cues in video sequences

P Brasnett, L Mihaylova, D Bull… - Image and vision …, 2007 - Elsevier
This paper presents visual cues for object tracking in video sequences using particle
filtering. A consistent histogram-based framework is developed for the analysis of colour …