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Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors
21 September 2019
Manu Airaksinen
Okko Räsänen
Elina Ilén
T. Häyrinen
Anne-Lii H. Kivi
Viviana Marchi
Anastasia Gallen
Sonja Blom
Anni Varhe
N. Kaartinen
L. Haataja
S. Vanhatalo
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Papers citing
"Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors"
8 / 8 papers shown
Title
Automatic infant 2D pose estimation from videos: comparing seven deep neural network methods
Filipe Gama
Matej Misar
Lukas Navara
S. T. Popescu
Matej Hoffmann
3DH
147
2
0
25 Jun 2024
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors
Einari Vaaras
Manu Airaksinen
S. Vanhatalo
Okko Räsänen
102
4
0
16 May 2023
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study
Omar Elnaggar
Roselina Arelhi
Frans Coenen
A. Hopkinson
L. Mason
Paolo Paoletti
54
0
0
04 Jan 2023
Infant movement classification through pressure distribution analysis
Tomas Kulvicius
Dajie Zhang
K. Nielsen‐Saines
Sven Bolte
M. Kraft
Christa Einspieler
Luise Poustka
Florentin Wörgötter
Peter B Marschik
76
10
0
26 Jul 2022
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies
Omar Elnaggar
Frans Coenen
A. Hopkinson
L. Mason
Paolo Paoletti
66
1
0
22 May 2022
Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors
Manu Airaksinen
S. Vanhatalo
Okko Räsänen
46
4
0
02 Jul 2021
Unsupervised Human Pose Estimation through Transforming Shape Templates
Luca Schmidtke
Athanasios Vlontzos
Simon Ellershaw
Anna Lukens
T. Arichi
Bernhard Kainz
3DH
73
37
0
10 May 2021
Invariant Representation Learning for Infant Pose Estimation with Small Data
Xiaofei Huang
Nihang Fu
Shuangjun Liu
Sarah Ostadabbas
3DH
86
43
0
13 Oct 2020
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