A Coherent Framework for Learning Spatiotemporal Piecewise-Geodesic Trajectories from Longitudinal Manifold-Valued Data. - Chevallier, Juliette; Debavelaere, Vianney; Allassonnière, Stéphanie (SIAM J. Imaging Sci., 2021)

Learning the Clustering of Longitudinal Shape Data Sets into a Mixture of Independent or Branching Trajectories. - Debavelaere, Vianney; Durrleman, Stanley; Allassonnière, Stéphanie (Int. J. Comput. Vis., 2020)

Clustering of Longitudinal Shape Data Sets Using Mixture of Separate or Branching Trajectories. - Debavelaere, Vianney; Bône, Alexandre; Durrleman, Stanley; Allassonnière, Stéphanie (2019)