Time-series averaging using constrained dynamic time warping with tolerance

Marion Morel (1, 2, 3) , Catherine Achard (4) , Richard Kulpa (2, 3) , Séverine Dubuisson (4, 5, 6)

1 AGATHE - Assistance aux Gestes et Applications THErapeutiques
2 M2S - Laboratoire Mouvement Sport Santé
3 MIMETIC - Analysis-Synthesis Approach for Virtual Human Simulation
4 ISIR - Institut des Systèmes Intelligents et de Robotique
5 LIS - Laboratoire d'Informatique et des Systèmes (LIS) (Marseille, Toulon)
6 I&M - Images et Modèles

Mots clés: Time-series Classification; Dynamic Time Warping; Local constraints; Constrained DTW Barycenter Averaging; Time-series averaging

Domaines: Robotique [cs.RO]

Marion Morel, Catherine Achard, Richard Kulpa, Séverine Dubuisson. Time-series averaging using constrained dynamic time warping with tolerance. Pattern Recognition, 2018, 74, pp.77-89. ⟨10.1016/j.patcog.2017.08.015⟩. ⟨hal-01630288⟩