Model-based motion tracking of infants

Mikkel Damgaard Olsen; Anna Herskind; Jens Bo Nielsen; Rasmus Reinhold Paulsen

doi:10.1007/978-3-319-16199-0_47

Model-based motion tracking of infants

Mikkel Damgaard Olsen, Anna Herskind, Jens Bo Nielsen, Rasmus Reinhold Paulsen

Institut for Neurovidenskab

14 Citationer (Scopus)

Abstract

Even though motion tracking is a widely used technique to analyze and measure human movements, only a few studies focus on motion tracking of infants. In recent years, a number of studies have emerged focusing on analyzing the motion pattern of infants, using computer vision. Most of these studies are based on 2D images, but few are based on 3D information. In this paper, we present a model-based approach for tracking infants in 3D. The study extends a novel study on graph-based motion tracking of infants and we show that the extension improves the tracking results. A 3D model is constructed that resembles the body surface of an infant, where the model is based on simple geometric shapes and a hierarchical skeleton model.

Originalsprog	Engelsk
Titel	Computer Vision - ECCV 2014 Workshops : Zurich, Switzerland, September 6-7 and 12, 2014. Proceedings, Part III
Redaktører	Lourdes Agapito, Michael M. Bronstein, Carsten Rother
Antal sider	13
Udgivelsessted	Zurich
Forlag	Springer
Publikationsdato	2015
Sider	673-685
ISBN (Trykt)	978-3-319-16198-3
ISBN (Elektronisk)	978-3-319--16199-0
DOI	https://doi.org/10.1007/978-3-319-16199-0_47
Status	Udgivet - 2015

Navn	Lecture notes in computer science
Vol/bind	8927
ISSN	0302-9743

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10.1007/978-3-319-16199-0_47

https://link.springer.com/content/pdf/10.1007/978-3-319-16199-0_47.pdf

Citationsformater

Olsen, M. D., Herskind, A., Nielsen, J. B., & Paulsen, R. R. (2015). Model-based motion tracking of infants. I L. Agapito, M. M. Bronstein, & C. Rother (red.), Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014. Proceedings, Part III (s. 673-685). Springer. Lecture notes in computer science Bind 8927 https://doi.org/10.1007/978-3-319-16199-0_47

Model-based motion tracking of infants. / Olsen, Mikkel Damgaard; Herskind, Anna; Nielsen, Jens Bo et al.

Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014. Proceedings, Part III. red. / Lourdes Agapito; Michael M. Bronstein; Carsten Rother. Zurich : Springer, 2015. s. 673-685 (Lecture notes in computer science, Bind 8927).

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

Olsen, MD, Herskind, A, Nielsen, JB & Paulsen, RR 2015, Model-based motion tracking of infants. i L Agapito, MM Bronstein & C Rother (red), Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014. Proceedings, Part III. Springer, Zurich, Lecture notes in computer science, bind 8927, s. 673-685. https://doi.org/10.1007/978-3-319-16199-0_47

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Model-based motion tracking of infants

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