|
Organizers |
M. Plesinger and E. Kokiopoulou |
Place |
ML H 34.3 |
Time |
Thu 15:00--17:00 |
First meeting | 23. 9. 2010 |
Language |
English |
Prerequisites | Numerical Linear Algebra, Matrix Computations, MATLAB |
Description |
This seminar focuses on the solution of image deblurring problems which belong to a broad class of so called inverse problems in image processing. Such problems arise, for example, in computer tomography (CT) when the true image data can not be obtained directly, but typically a smooth version of it is observed instead. In order to solve the inverse problem i.e., reconstruct the original (non-smooth) data from the smooth observation, one has to use regularization techniques, which impose certain regularity conditions on the reconstructed image data. |
Literature |
Selected chapters from the following references: [1]. Per Christian Hansen, James G. Nagy, and Dianne P. O'Leary: Deblurring Images, Matrices, Spectra and Filtering, SIAM, 2006. [2]. Per Christian Hansen: Discrete Inverse Problems: Insight and Algorithms, SIAM, 2010. |
MATLAB |
Useful MATLAB packages: Per Christian Hansen: Regularization Tools Version 4.1 (for Matlab Version 7.3), Per Christian Hansen, James G. Nagy, and Dianne P. O'Leary: HNO package, |
Office hours | Tuesday 14:00--15:00 |
Additional information |
The students are expected to:
|
Files to download |
A Short Introduction to Image Deblurring (slides) Reading Assignments Topics Optional MATLAB Task (Blurred testing images) |
Timetable | here |
Wichtiger Hinweis:
Diese Website wird in älteren Versionen von Netscape ohne
graphische Elemente dargestellt. Die Funktionalität der
Website ist aber trotzdem gewährleistet. Wenn Sie diese
Website regelmässig benutzen, empfehlen wir Ihnen, auf
Ihrem Computer einen aktuellen Browser zu installieren. Weitere
Informationen finden Sie auf
folgender
Seite.
Important Note:
The content in this site is accessible to any browser or
Internet device, however, some graphics will display correctly
only in the newer versions of Netscape. To get the most out of
our site we suggest you upgrade to a newer browser.
More
information