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Basic Mathematical Methods for Imaging and Visualization (IN2124)

Course 240918393 in WS 2014/5

General Data

Course Type Lecture w/ Exercise
Semester Weekly Hours 4 SWS
Organisational Unit Informatics 16 - Chair of Computer Aided Medical Procedures (Prof. Navab)
Lecturers
Dates Mon, 16:00–18:00, MI 00.04.011
Thu, 16:00–18:00, MI 00.04.011

Assignment to Modules

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks In order to solve real-world problems in applied engineering areas of computer science, knowledge of basic mathematical tools is essential. The aim of this lecture is to provide a basic mathematical toolbox for selected topics of Imaging and Visualization. We will present the basic and most common mathematical techniques and use mostly applications from Computer Vision and Image Processing for illustration. The same mathematical tools, however, are also needed in many other engineering fields like Artificial Intelligence and Machine Learning, Computer Graphics, Robotics, and so on. The lecture will have three main parts: Basics, Tools and Practise. In the first part, we will give a reminder of linear algebra, analysis, geometry, probability and statistics basics. We go on by presenting the use of these basic concepts in methods such as parameter estimation and optimization. And finally, the students will have the opportunity to gain a deep understanding and hands-on experience of the methods by implementing them and/or using them to solve real-world problems during the exercises.
Links Course documents
E-Learning course (e. g. Moodle)
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
WS 2018/9 Basic Mathematical Methods for Imaging and Visualization (IN2124) Lasser, T.
Assistants: Göbl, R.Simson, W.Stefanoiu, A.
Wed, 15:30–17:00, MW 1801
Mon, 16:00–18:00, Interims I 102
WS 2017/8 Basic Mathematical Methods for Imaging and Visualization (IN2124) Lasser, T.
Assistants: Göbl, R.Simson, W.Stefanoiu, A.
Tue, 12:30–14:30, MW 1801
Mon, 16:00–18:00, Interims I 102
and singular or moved dates
WS 2016/7 Basic Mathematical Methods for Imaging and Visualization (IN2124) Lasser, T.
Assistants: Rieke, N.Stefanoiu, A.
Wed, 12:00–14:00, MI 00.04.011
Thu, 16:00–18:00, MI 00.04.011
and singular or moved dates
WS 2015/6 Basic Mathematical Methods for Imaging and Visualization (IN2124) Thu, 16:00–18:00, MI 00.04.011
Mon, 16:00–18:00, MI 00.04.011
WS 2013/4 Basic Mathematical Methods for Imaging and Visualization (IN2124)
SS 2013 Basic Mathematical Methods for Imaging and Visualization (IN2124)
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