Functional and Shape Data Analysis - Klassen, Eric P.
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Présentation Functional And Shape Data Analysis de Klassen, Eric P. Format Broché
- Livre Littérature Générale
Résumé :
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 andInference, 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 Klasse n 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....
Biographie:
Sommaire: 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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