A Hierarchical Geodesic Model for Longitudinal Analysis on Manifolds

Rigid motion invariant statistical shape modeling based on discrete fundamental forms

(2021) Felix Ambellan et al.   MEDICAL IMAGE ANALYSIS

Geodesic Analysis in Kendall’s Shape Space with Epidemiological Applications

(2020) Esfandiar Nava-Yazdani et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Learning the spatiotemporal variability in longitudinal shape data sets

(2020) Alexandre Bône et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning the Clustering of Longitudinal Shape Data Sets into a Mixture of Independent or Branching Trajectories

(2020) Vianney Debavelaere et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

An efficient Riemannian statistical shape model using differential coordinates

(2018) Christoph von Tycowicz et al.   MEDICAL IMAGE ANALYSIS

A Fanning Scheme for the Parallel Transport along Geodesics on Riemannian Manifolds

(2018) Maxime Louis et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the Osteoarthritis Initiative

(2018) Felix Ambellan et al.   MEDICAL IMAGE ANALYSIS

Longitudinal modeling of appearance and shape and its potential for clinical use

(2016) Guido Gerig et al.   MEDICAL IMAGE ANALYSIS

Covariant Image Representation with Applications to Classification Problems in Medical Imaging

(2015) Dohyung Seo et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Intrinsic Polynomials for Regression on Riemannian Manifolds

(2014) Jacob Hinkle et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION

Geodesic Regression and the Theory of Least Squares on Riemannian Manifolds

(2012) P. Thomas Fletcher   INTERNATIONAL JOURNAL OF COMPUTER VISION

Transport of Relational Structures in Groups of Diffeomorphisms

(2008) Laurent Younes et al.   JOURNAL OF MATHEMATICAL IMAGING AND VISION