Model-based motion tracking of infants

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Standard

Model-based motion tracking of infants. / Olsen, Mikkel Damgaard; Herskind, Anna; Nielsen, Jens Bo; Paulsen, Rasmus Reinhold.

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

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Harvard

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

APA

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

Vancouver

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

Author

Olsen, Mikkel Damgaard ; Herskind, Anna ; Nielsen, Jens Bo ; Paulsen, Rasmus Reinhold. / Model-based motion tracking of infants. Computer Vision - ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014. Proceedings, Part III. editor / Lourdes Agapito ; Michael M. Bronstein ; Carsten Rother. Zurich : Springer, 2015. pp. 673-685 (Lecture notes in computer science, Vol. 8927).

Bibtex

@inproceedings{0255d6624a1e4c21a39147a5dcf2aa72,
title = "Model-based motion tracking of infants",
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.",
author = "Olsen, {Mikkel Damgaard} and Anna Herskind and Nielsen, {Jens Bo} and Paulsen, {Rasmus Reinhold}",
note = "CURIS 2015 NEXS 453",
year = "2015",
doi = "10.1007/978-3-319-16199-0_47",
language = "English",
isbn = "978-3-319-16198-3",
series = "Lecture notes in computer science",
publisher = "Springer",
pages = "673--685",
editor = "Lourdes Agapito and Bronstein, {Michael M.} and Carsten Rother",
booktitle = "Computer Vision - ECCV 2014 Workshops",
address = "Switzerland",

}

RIS

TY - GEN

T1 - Model-based motion tracking of infants

AU - Olsen, Mikkel Damgaard

AU - Herskind, Anna

AU - Nielsen, Jens Bo

AU - Paulsen, Rasmus Reinhold

N1 - CURIS 2015 NEXS 453

PY - 2015

Y1 - 2015

N2 - 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.

AB - 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.

U2 - 10.1007/978-3-319-16199-0_47

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

M3 - Article in proceedings

SN - 978-3-319-16198-3

T3 - Lecture notes in computer science

SP - 673

EP - 685

BT - Computer Vision - ECCV 2014 Workshops

A2 - Agapito, Lourdes

A2 - Bronstein, Michael M.

A2 - Rother, Carsten

PB - Springer

CY - Zurich

ER -

ID: 162725210