Reference TypeConference Proceedings
Citation KeyGonçalvesMoSiMaOdPi:2007:MuMiTr
Author1 Gonçalves, Wesley Nunes
2 Monteiro, João Bosco Oliveira
3 Silva, Jonathan de Andrade
4 Machado, Bruno Brandoli
5 Odakura, Valguima
6 Pistori, Hemerson
Affiliation1 Dom Bosco Catholic University
2 Dom Bosco Catholic University
3 Dom Bosco Catholic University
4 Dom Bosco Catholic University
5 TecSinapse - Tecnologia da Informação Ltda
6 Dom Bosco Catholic University
TitleMultiple mice tracking using a combination of Particle Filter and K-Means
Conference NameBrazilian Symposium on Computer Graphics and Image Processing, 20 (SIBGRAPI)
EditorFalcão, Alexandre Xavier
Lopes, Hélio Côrtes Vieira
Book TitleProceedings
DateOct. 7-10, 2007
Publisher CityLos Alamitos
PublisherIEEE Computer Society
Conference LocationBelo Horizonte
KeywordsParticle filter, mice, k-means, tracking.
AbstractThis 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.
Tertiary TypeFull Paper
FormatPrinted, On-line.
Size567 KiB
Number of Files1
Target Filegoncalvesw-tracking.pdf
Last Update2007: administrator
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