| Allgemeine Angaben |
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| Basic Mathematical Methods for Imaging and Visualization (IN2124) | | |
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 Allocations: 1 | |
| eLearning[Provide new moodle course in current semester] |
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| Angaben zur Abhaltung |
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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. |
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| Für die Anmeldung zur Teilnahme müssen Sie sich in TUMonline als Studierende/r identifizieren. |
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