Riemannian Computing in Computer Vision

ISBN 10: 3319360957 / ISBN 13: 9783319360959

Verlag: Springer, 2016

In. Bestandsnummer des Verkäufers ria9783319360959_new

Inhaltsangabe:

Riemannian analysis of closed curves and applications in medical imaging.- Human Activity analysis using manifold models of linear dynamical systems.- Pedestrian detection and tracking on tensor manifolds.- Face Recognition using subspaces and Grassmann manifold.- Domain Adaptation using parallel transports on Grassmann manifold.- Kernels on Riemannian Manifolds.- Sparse coding on manifolds and applications to diffusion tensor imaging.- Robust statistics on manifolds and applications to chromatic filtering.- Lighting insensitive face recognition.- Lie-algebraic averaging in Structure from motion problems.- Lie-algebraic methods for Robotic localization problems.- Clustering on Gauss maps for real-time interactive media.- Medical Shape Analysis.- Bayesian Shape Analysis in Images.- Tensor Data Analysis in Medical Imaging.- Trajectories on Manifolds for Activity Recognition.- Data approximation and summarization algorithms on manifolds

Über die Autorin bzw. den Autor: Pavan Turaga is an Assistant Professor at Arizona State University Anuj Srivastava is a Professor at Florida State University

Bibliografische Details

Titel: Riemannian Computing in Computer Vision
Verlag: Springer
Erscheinungsdatum: 2016
Einband: Softcover
Zustand: New