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Tracking Multiple Colored Blobs With a Moving Antonis A. Argyros and Manolis I.A. Lourakis
 

Summary: Tracking Multiple Colored Blobs With a Moving
Camera
Antonis A. Argyros and Manolis I.A. Lourakis
Institute of Computer Science
Foundation for Research and Technology - Hellas
Vassilika Vouton, P.O.Box 1385, GR 711 10, Heraklion, Crete, Greece
Email:

argyros | lourakisí @ics.forth.gr
DESCRIPTION
This work concerns a method for tracking multiple blobs
exhibiting certain color distributions in images acquired by
a possibly moving camera. The method encompasses a col-
lection of techniques that enable modeling and detecting the
blobs possessing the desired color distribution(s), as well as
infering their temporal association across image sequences.
Appropriately colored blobs are detected with a Bayesian
classifier which is bootstrapped with a small set of training
data. Then, an on-line iterative training procedure is employed
to refine the classifier using additional training images. On-

  

Source: Argyros, Antonis - Foundation of Research and Technology, Hellas & Department of Computer Science, University of Crete
Trahanias, Panos - Institute of Computer Science, Foundation of Research and Technology, Hellas

 

Collections: Computer Technologies and Information Sciences