Multiple Mice Tracking using a Combination of Particle Filter and K-Means
Wesley Nunes Gonçalves, Joao Bosco Oliveira Monteiro, Valguima Victoria Viana Aguiar Odakura · Proceedings - Brazilian Symposium on Computer Graphics and Image Processing/Proceedings · 2007
This paper presents a new approach to multiple objects tracking that combines particle filters and k-means. The approach has been tested under an important real world situation, related to pharmacological development, which has also proved to serve as an interesting ground-truth dataset provider for the evaluation of tracking algorithms. The obtained results are then compared to other models. The promising results of these experiments are presented.