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News: GRENANDER best paper award

Main topics of interest

• . Shape Representations: Silhouettes, Surfaces, Skeletons, Humans, etc..
• . Information Geometry: Fisher-Rao and elastic metrics, Gromov-Wasserstein family, Earth-Mover’s distance, etc.
• . Dynamical Systems: Trajectories on manifolds, Rate-invariance, Identification and classification of systems.
• . Domain Transfer: Ideas and applications.
• . Image/Volume/Trajectory: Spatial and temporal registration & segmentation.
• . Manifold-Valued Features: Histograms, Covariance, Symmetric positive-definite matrices, Mixture model.
• . Big Data: Dimension-reduction using geometric tools.
• . Bayesian Inferences: Nonlinear domains, Computational solutions using differential geometry, Variational approaches.
• . Machine Learning Approaches on Nonlinear Feature Spaces: Kernel methods, Boosting, SVM-type classification, Detection and tracking algorithms.
• . Functional Data Analysis: Hilbert manifolds, Visualization.
• . Applications: Medical analysis, Biometrics, Biology, Environmetrics, Graphics, Activity recognition, Bioinformatics, Pattern recognition, etc.
• . Geometry of articulated bodies: Applications to robotics, biomechanics, and motor control.
• . Computational topology and applications.

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