Coordinator
Dr. Alessandro Sbrizzi
Contact
Dr Alessandro Sbrizzi (A.Sbrizzi@umcutrecht.nl)
Dat4
This course is taught once every two years, the next course is scheduled for September 2024.
Register by sending an e-mail to ImagO
Location
University Medical Center Utrecht
Course content
This course will review the fundamental concepts of Linear Algebra; an essential ingredient of imaging science. The aim of the course is to refresh and to deepen the participant’s understanding of linear algebra.The course will cover the following topics
- systems of linear equations
- linear transformations
- determinants
- vector space
- linear dependency
- orthogonality
- orthogonal projections
- least-squares problems
- eigenvectors/eigenvalues
- quadratic forms
- singular value decompostion
- rank
- numerical and computational issues
and applications
- image processing
- principal component analysis
- optimization
- dynamical systems
- differential equations
- Fourier theory
Literature
“Linear Algebra and its Applications”, David Lay, Addison-Wesley, 4th edition
ISBN 9780321385178