Riemannian Computing in Computer Vision

ISBN 10: 3319360957 / ISBN 13: 9783319360959

Verlag: Springer, 2016

Beschreibung

Print on Demand pp. 391.

Bestandsnummer des Verkäufers 379777287

Bibliografische Details

• Titel: Riemannian Computing in Computer Vision
• Verlag: Springer
• Erscheinungsjahr: 2016
• Sprache: Englisch
• ISBN-10: 3319360957
• ISBN-13: 9783319360959
• Einband: Softcover
• Zustand: New

Über diesen Titel

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