Riemannian Computing and Statistical Inferences in Computer Vision

ISBN 10: 3319229567 / ISBN 13: 9783319229560

Verlag: Springer, 2015

pp. 378. Bestandsnummer des Verkäufers 18372641488

Inhaltsangabe:

This book presents a comprehensive treatise on Riemannian geometric computations and related statistical inferences in several computer vision problems. This edited volume includes chapter contributions from leading figures in the field of computer vision who are applying Riemannian geometric approaches in problems such as face recognition, activity recognition, object detection, biomedical image analysis, and structure-from-motion. Some of the mathematical entities that necessitate a geometric analysis include rotation matrices (e.g. in modeling camera motion), stick figures (e.g. for activity recognition), subspace comparisons (e.g. in face recognition), symmetric positive-definite matrices (e.g. in diffusion tensor imaging), and function-spaces (e.g. in studying shapes of closed contours).

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 and Statistical ...
Verlag: Springer
Erscheinungsdatum: 2015
Einband: Hardcover
Zustand: New