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Meshfree Methods with Applications

 

Meshfree Methods with Applications

 

Anno accademico 2017/2018

Docenti
Prof. Roberto Cavoretto (Titolare del corso)
Prof. Alessandra De Rossi (Titolare del corso)
Tipologia
A scelta dello studente
SSD attività didattica
MAT/08 - analisi numerica
Erogazione
Tradizionale
Lingua
Italiano
 
 

Programma

 • Scattered data interpolation.
 • Kernel methods and radial basis functions. 
 • Partition of unity methods 
 • Generation of scattered data sets on the plane and on the sphere.
 • Spherical interpolation.
 •  Application of radial basis functions in image processing.
 • Fast algorithms for interpolation of large scattered data sets
 •  Numerical linear algebra methods in scattered data approximation

 

 

 

Testi consigliati e bibliografia

  • english

M. D. Buhmann, Radial Basis Functions: Theory and Implementation, Cambridge Monogr. Appl. Comput. Math., vol. 12, Cambridge Univ. Press, Cambridge, 2003.

G. E. Fasshauer, Meshfree Approximation Methods with Matlab, World Scientific Publishers, Singapore, 2007.

G. Fasshauer, M. McCourt, Kernel-based Approximation Methods using Matlab, World Scientific, Singapore, 2015

J. Modersitzki, Numerical Methods for Image Registration, Oxford Univ. Press, New York, 2004.

K. Rohr, Landmark-Based Image Analysis, Using Geometric and Intensity Models, Kluwer Academic Publishers, Norwell, MA, 2001

H. Wendland, Scattered Data Approximation, Cambridge Monogr. Appl. Comput. Math., vol. 17, Cambridge Univ. Press, Cambridge, 2005

 

 

 

Note

Durata e periodo del corso: 30 hours (March - May 2018)

 
Ultimo aggiornamento: 17/10/2017 17:20
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