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Using motion tracking to detect spontaneous movements in infants. / Olsen, Mikkel D.; Herskind, Anna; Nielsen, Jens Bo; Paulsen, Rasmus R.
Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings. ed. / Kim S. Pedersen; Rasmus R. Paulsen. Springer Verlag, 2015. p. 410-417 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 9127).
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Harvard
Olsen, MD, Herskind, A
, Nielsen, JB & Paulsen, RR 2015,
Using motion tracking to detect spontaneous movements in infants. in KS Pedersen & RR Paulsen (eds),
Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings. Springer Verlag, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9127, pp. 410-417, 19th Scandinavian Conference on Image Analysis, SCIA 2015, Copenhagen, Denmark,
15/06/2015.
https://doi.org/10.1007/978-3-319-19665-7_34APA
Olsen, M. D., Herskind, A.
, Nielsen, J. B., & Paulsen, R. R. (2015).
Using motion tracking to detect spontaneous movements in infants. In K. S. Pedersen, & R. R. Paulsen (Eds.),
Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings (pp. 410-417). Springer Verlag. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Vol. 9127
https://doi.org/10.1007/978-3-319-19665-7_34Vancouver
Olsen MD, Herskind A
, Nielsen JB, Paulsen RR.
Using motion tracking to detect spontaneous movements in infants. In Pedersen KS, Paulsen RR, editors, Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings. Springer Verlag. 2015. p. 410-417. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 9127).
https://doi.org/10.1007/978-3-319-19665-7_34Author
Olsen, Mikkel D. ; Herskind, Anna ; Nielsen, Jens Bo ; Paulsen, Rasmus R. / Using motion tracking to detect spontaneous movements in infants. Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings. editor / Kim S. Pedersen ; Rasmus R. Paulsen. Springer Verlag, 2015. pp. 410-417 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 9127).
Bibtex
@inproceedings{559ac366798343c09839cc76a183c27c,
title = "Using motion tracking to detect spontaneous movements in infants",
abstract = "We study the characteristics of infants{\textquoteright} spontaneous movements, based on data obtained from a markerless motion tracking system. From the pose data, the set of features are generated from the raw joint-angles of the infants and different classifiers are trained and evaluated using annotated data. Furthermore, we look at the importance of different features and outline the most significant features for detecting spontaneous movements of infants. Using these findings for further analysis of infants{\textquoteright} movements, this might be used to identify infants in risk of cerebral palsy",
keywords = "Motion analysis, Motion features, Motion tracking, Movement classification",
author = "Olsen, {Mikkel D.} and Anna Herskind and Nielsen, {Jens Bo} and Paulsen, {Rasmus R.}",
year = "2015",
doi = "10.1007/978-3-319-19665-7_34",
language = "English",
isbn = "9783319196640",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "410--417",
editor = "Pedersen, {Kim S.} and Paulsen, {Rasmus R.}",
booktitle = "Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings",
note = "19th Scandinavian Conference on Image Analysis, SCIA 2015 ; Conference date: 15-06-2015 Through 17-06-2015",
}
RIS
TY - GEN
T1 - Using motion tracking to detect spontaneous movements in infants
AU - Olsen, Mikkel D.
AU - Herskind, Anna
AU - Nielsen, Jens Bo
AU - Paulsen, Rasmus R.
PY - 2015
Y1 - 2015
N2 - We study the characteristics of infants’ spontaneous movements, based on data obtained from a markerless motion tracking system. From the pose data, the set of features are generated from the raw joint-angles of the infants and different classifiers are trained and evaluated using annotated data. Furthermore, we look at the importance of different features and outline the most significant features for detecting spontaneous movements of infants. Using these findings for further analysis of infants’ movements, this might be used to identify infants in risk of cerebral palsy
AB - We study the characteristics of infants’ spontaneous movements, based on data obtained from a markerless motion tracking system. From the pose data, the set of features are generated from the raw joint-angles of the infants and different classifiers are trained and evaluated using annotated data. Furthermore, we look at the importance of different features and outline the most significant features for detecting spontaneous movements of infants. Using these findings for further analysis of infants’ movements, this might be used to identify infants in risk of cerebral palsy
KW - Motion analysis
KW - Motion features
KW - Motion tracking
KW - Movement classification
U2 - 10.1007/978-3-319-19665-7_34
DO - 10.1007/978-3-319-19665-7_34
M3 - Article in proceedings
AN - SCOPUS:84947931760
SN - 9783319196640
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 410
EP - 417
BT - Image Analysis - 19th Scandinavian Conference, SCIA 2015, Proceedings
A2 - Pedersen, Kim S.
A2 - Paulsen, Rasmus R.
PB - Springer Verlag
T2 - 19th Scandinavian Conference on Image Analysis, SCIA 2015
Y2 - 15 June 2015 through 17 June 2015
ER -
