Multiple Mice Tracking using a Combination of Particle Filter and K-Means

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.

• Type: Conference
• Year: 2007
• Where: SIBGRAPI
• Authors: Wesley Nunes Gonçalves, João Bosco Oliveira Monteiro, Jonathan de Andrade Silva, Bruno Brandoli Machado, Hemerson Pistori, Valguima Odakura
• Keywords: Combines Particle filters, Computer Graphics, Interesting Ground-truth Dataset, Real World Situation, SIBGRAPI 2007