Fallstudien der Mathematischen Modellbildung: Teil 3 (MA 2902) - WS 14/15
Aktuelles Inhalt Slides Übungsblätter Lösungen Matlab Codes Literatur| Dozent | Massimo Fornasier | massimo.fornasier ma.tum.de | MI 02.10.058 |
| Übungsleitung | Mattia Bongini | mattia.bonginima.tum.de | MI 02.10.040 |
| Vorlesungstermine | Mo. 16:15 - 17:45 | 00.06.011, MI Hörsaal 3 | |
| Di. 12:15 - 13:45 | 00.06.011, MI Hörsaal 3 | ||
| Übungstermin | Di. 14.15 - 15.45 | 00.06.011, MI Hörsaal 3 | |
Aktuelles
nach oben- 13.12.2014: Following the agreement made on the second part of the course, the tutorial on Friday shall NOT be held.
- 15.12.2014: The lecture to be held on 16.12 is CONFIRMED.
- 16.12.2014: The tutorial to be held on 23.12 is moved to THURSDAY 08.01.2015 FROM 14:15 TO 15:45 IN ROOM 02.06.011.
- 31.12.2014: Those who can not take part on the tutorial of THURSDAY 08.01.2015 FROM 14:15 TO 15:45 are requested to meet in front of ROOM 02.10.040 on THURSDAY 08.01.2015 AT 12:00.
Inhalt der Vorlesung
nach oben Can one of the most important Italian Renaissance frescoes reduced in hundreds of thousand fragmentsby a bombing during the Second World War bere-composed after more than 60 years from its damage? Can we
reconstruct the missing parts and can we say something about their original color?
Our lectures on Fallstudien der Modellbildung starts by exemplifying, hopefully effectively by taking advantage of the seduction of art,
how mathematics today can be applied in real-life problems which were considered unsolvable only few years ago,
see reference [1].
We shall continue our lectures digging into the world of digitalization, i.e. how images, sounds, signals, opinions,
emotions, etc. can be made numbers and then elaborated via mathematical algorithms. For that we will need to learn
some of the fundamentals of harmonic analysis, see reference [3], in particular the Fourier theorem in Hilbert spaces
and its concrete application to define Fourier series, transforms, and the algorithm of the Fast Fourier Transform (FFT),
see [Chapter 1, 2] and [3]. This will introduces us to the problem of estimating how good is the approximation in
computing a Fourier Transform of a function from its samples, and the Shannon sampling theory, see [Chapter 2, 2] and [3].
To address the analysis of signals in their time-frequency nature, we shall explore the tools provided by Gabor
analysis, in particular the so-called Gabor transform and its discretization via frames, see [Chapter 3, 2] and [4,5,6].
We conclude the lectures again by returning to the beginning, and by analysing in details the mathematics behind the fresco
restoration problem, as our main inspirational Fallstudium.
In these lectures we follow very closely the Skriptum [2], which collects in short several results from other texts, in particular
[3,4,5,6]. As the Skriptum is currently available only in Italian we shall give at the end of each lecture a synthesis in the form
of Slides (Folien) in English, which will be posted online in PDF. The course and the exercises in this part of Fallstudien will
be held in English.
Slides
nach oben Introduction lecture, Dec. 16, 2014Slides of the lecture 1, Dec. 22, 2014
Slides of the lecture 2, Dec. 23, 2014
Slides of the lecture 3, Jan. 12, 2015
Slides of the lecture 4, Jan. 13, 2015
Slides of the lecture 5, Jan. 19, 2015
Slides of the lecture 6, Jan. 20, 2015
Slides of the lecture 7, Jan. 26, 2015
Übungsblätter
nach oben Übungsblatt 1 Übungsblatt 2 Übungsblatt 3 Übungsblatt 4 Übungsblatt 5Lösungen
nach oben Lösung für übungsblatt 5Matlab Codes
nach oben Discrete Fourier Transform Fast Fourier TransformLiteratur
nach oben 1. M. Fornasier, Mathematics enters the picture, Proceedings of the conference Mathknow 2008 [ .pdf ]2. M. Fornasier Introduzione all'analisi armonica numerica (Italian), Lecture notes, 2007 112 pp. [ .pdf ]
3. D. W. Kammler, A First Course in Fourier Analysis, Prentice Hall, Upper Saddle River, New Jersey 07458, 2000. [ ref ]
4. C. Heil, A Basis Theory Primer, Birkhaeuser, 1998. [ .pdf ]
5. O. Christensen, An Introduction to Frames and Riesz Bases, Birkhaeuser, 2003.
6. H. G. Feichtinger, F. Luef, T. Werther, A Guided Tour from Linear Algebra to the Foundations of Gabor Analysis, Univ. of Vienna, August 2005 [ .pdf ]
-- MattiaBongini - 10 Dec 2014
