Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks

1 code implementation • 22 Feb 2024 • Daniel Holmberg, Manu Airaksinen, Viviana Marchi, Andrea Guzzetta, Anna Kivi, Leena Haataja, Sampsa Vanhatalo, Teemu Roos

Reliable methods for the neurodevelopmental assessment of infants are essential for early detection of medical issues that may need prompt interventions.

Pose Estimation

Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors

no code implementations • 21 Sep 2019 • Manu Airaksinen, Okko Räsänen, Elina Ilén, Taru Häyrinen, Anna Kivi, Viviana Marchi, Anastasia Gallen, Sonja Blom, Anni Varhe, Nico Kaartinen, Leena Haataja, Sampsa Vanhatalo

These data were manually annotated for infant posture and movement based on video recordings of the sessions, and using a novel annotation scheme specifically designed to assess the overall movement pattern of infants in the given age group.