Basic Mathematical Tools for Imaging and Visualization - IN2124

Administrative Info Lecture: Dr. Tobias Lasser Exercises: Jakob Vogel, Matthias Wieczorek and Richard Brosig IN2124: 2+2 SWS, 5 ECTS The lecture is given in English. eLearning Contact by email Moodle course Course forum Anonymous suggestion box

Time & Location Lecture and exercise: Tuesday, 14:15 - 15:45, room see schedule Thursday, 16:30 - 18:00, room see schedule Attestations: (for grade bonus) Friday, 17/05/13, 13:00 - 18:00, room MI 03.13.008 Friday, 28/06/13, 13:00 - 18:00, room MI 03.13.008 Friday, 19/07/13, 13:00 - 18:00, room MI 03.13.008 Exam: Wednesday, 07/08/13, 17:00 - 18:30, Interims Hörsaal 2 Duration: 90 minutes Allowed material: exclusively one, handwritten DIN A4 sheet Exam inspection: Wednesday, 14/08/13, 14:00 - 16:00, room MI 03.13.010 Repeat exam: Monday, 23/09/13, 14:30 - 16:00, MI Hörsaal 3 Duration: 90 minutes Allowed material: exclusively one, handwritten DIN A4 sheet Exam inspection: Tuesday, 08/10/13, 16:00 - 17:00, room MI 03.13.010

Site Content Overview Script Course Schedule Literature

Announcements The repeat exam is now corrected, the results are available in TUMonline. Exam inspection is taking place on October 8, 2013, at 16:00 in room MI 03.13.010. The exam is now corrected, the results are available in TUMonline.

Overview

For the development, but also for the application of many image processing techniques and computer vision algorithms, a deep mathematical understanding is of fundamental importance. This lecture aims to provide interested students with a solid mathematical basis for imaging and visualization applications.

Script

The script for the summer term is no longer available!

Course Schedule

Week	Room	Type	Lecturer	Topic	Materials	Solutions
Tue, 16/04/13	MI 03.13.010	L	Tobias Lasser	Introduction and Overview
Thu, 18/04/13	MI HS 2	L	Tobias Lasser	Linear Algebra (refresher)
Tue, 23/04/13	MI 03.13.010	E	Jakob Vogel
Thu, 25/04/13	PH HS 2	L	Tobias Lasser	Linear Algebra (image reconstruction)
Tue, 30/04/13	MI 03.13.010	E	Jakob Vogel
Thu, 02/05/13	PH HS 2	L	Tobias Lasser	Linear Algebra (refresher)
Tue, 07/05/13	MI 03.13.010	L	Tobias Lasser	Linear Algebra (image processing)
Thu, 09/05/13				no lecture (public holiday)
Tue, 14/05/13	MI 03.13.010	E	Jakob Vogel
Thu, 16/05/13	PH HS 2	L	Tobias Lasser	Analysis (refresher)
Fri, 17/05/13	MI 03.13.008	T	Tobias Lasser	Attestation for grade bonus
Tue, 21/05/13				no lecture (lecture free day)
Thu, 23/05/13	PH HS 2	L	Maximilian Baust	Analysis (refresher)
Tue, 28/05/13	MI 03.13.010	E	Jakob Vogel
Thu, 30/05/13				no lecture (public holiday)
Tue, 04/06/13	MI 03.13.010	L	Tobias Lasser	Analysis (refresher)
Thu, 06/06/13	PH HS 2	L	Tobias Lasser	Analysis (image processing), Optimization (refresher)
Tue, 11/06/13	MI 03.13.010	E	Matthias Wieczorek
Thu, 13/06/13	PH HS 2	L	Tobias Lasser	Optimization (image processing)
Tue, 18/06/13	MI 03.13.010	E	Jakob Vogel
Thu, 20/06/13	MI 03.13.010	L	Rupert Lasser	Optimization (methods)
Tue, 25/06/13	MI 03.13.010	E	Matthias Wieczorek
Thu, 27/06/13	PH HS 2	L	Tobias Lasser	Optimization (image processing)
Fri, 28/06/13	MI 03.13.008	T	Tobias Lasser	Attestation for grade bonus
Tue, 02/07/13	MI 03.13.010	E	Matthias Wieczorek
Thu, 04/07/13	PH HS 2	L	Tobias Lasser	Probability theory (refresher)
Tue, 09/07/13	MI 03.13.010	E	Matthias Wieczorek
Thu, 11/07/13	PH HS 2	L	Tobias Lasser	Probability theory (refresher)
Tue, 16/07/13	MI 03.13.010	E	Matthias Wieczorek
Thu, 18/07/13	PH HS 2	L	Tobias Lasser	Probability theory (image reconstruction)
Fri, 19/07/13	MI 03.13.008	T	Tobias Lasser	Attestation for grade bonus

Literature

MATLAB

• Cleve Moler, first chapter of Numerical Computing with MATLAB, SIAM (You can download the book for free!)

Linear Algebra

• Yousef Saad, Iterative Methods for Sparse Linear Systems, SIAM (You can download the book for free!)
• Gilbert Strang, Introduction to Linear Algebra, Wellesley-Cambridge Press (Available in the library! Check out his video-lectures on youtube!)
• Lloyd N. Trefethen and David Bau, Numerical Linear Algebra, SIAM (Available in the library!)

Analysis

• Walter Rudin, Real and Complex Analysis, McGraw-Hill (Available in the library!)

Optimization

• Ake Björck, Numerical Methods for Least Squares Problems, SIAM (Available in the library!)
• Jonathan Shewchuk, An Introduction to the Conjugate Gradient Method Without the Agonizing Pain
• Uri Ascher, A first course in numerical methods, SIAM (Available in the library!)

Probability Theory

• Heinz Bauer, Measure and Integration Theory, deGruyter (Available in the library!)
• Sheldon Ross, Introduction to probability and statistics for engineers and scientists, Elsevier (Available in the library!)