Functional and Shape Data Analysis
Author:   Anuj Srivastava ,  Eric P. Klassen
Publisher:   Springer-Verlag New York Inc.
Edition:   1st ed. 2016
ISBN:  

9781493940189


Pages:   447
Publication Date:   03 October 2016
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Functional and Shape Data Analysis


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Author:   Anuj Srivastava ,  Eric P. Klassen
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   1st ed. 2016
Dimensions:   Width: 17.80cm , Height: 2.50cm , Length: 25.40cm
Weight:   1.423kg
ISBN:  

9781493940189


ISBN 10:   149394018
Pages:   447
Publication Date:   03 October 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. Motivation for Function and Shape Analysis.- 2. Previous Techniques in Shape Analysis.- 3. Background: Relevant Tools from Geometry.- 4. Functional Data and Elastic Registration.- 5. Shapes of Planar Curves.- 6. Shapes of Planar Closed Curves.- 7. Statistical Modeling on Nonlinear Manifolds.- 8. Statistical Modeling of Functional Data.- 9. Statistical Modeling of Planar Shapes.- 10. Shapes of Curves in Higher Dimensions.- 11. Related Topics in Shape Analysis of Curves.- A. Background Material.- B. The Dynamic Programming Algorithm.- References.- Index.

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Author Information

Anuj Srivastava is a Professor in the Department of Statistics and a Distinguished Research Professor at Florida State University. His areas of interest include statistical analysis on nonlinear manifolds, statistical computer vision, functional data analysis, and statistical shape theory. He has been the associate editor for the Journal of Statistical Planning and Inference, and several IEEE journals. He is a fellow of the International Association of Pattern Recognition (IAPR) and a senior member of the Institute for Electrical and Electronic Engineers (IEEE). Eric Klassen is a Professor in the Department of Mathematics at Florida State University. His mathematical interests include topology, geometry, and shape analysis. In his spare time, he enjoys playing the piano, riding his bike, and contra dancing.

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