Welcome to the homepage of the lecture Differential Equations in Image Processing and Computer Vision Summer Term 2012 |
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Differential Equations in Image Processing and Computer Vision
Two Computer Science Teaching Awards (Summer Terms 2003 and 2006)
Lecturer:
Prof. Joachim Weickert
Lectures (4h) with theoretical exercises (2h)
NEWS:
The results of the second written exam are now online Synopsis – Prerequisites – Assignments and Tutorials – Written Exams – Contents – Self Test – Material for the Programming Assignments – Example Solutions for the Assignments – References
Many modern techniques in image processing and computer vision make
use of methods based on partial differential equations (PDEs) and
variational calculus. Moreover, many classical methods may be
reinterpreted as approximations of PDE-based techniques. In this
course we will get an in-depth insight into these methods.
For each of these techniques, we will discuss the basic ideas
as well as theoretical and algorithmic aspects. Examples from
the fields of medical imaging and computer aided quality control
illustrate the various application possibilities.
Equally suited for students of visual computing, mathematics and computer science. Requires undergraduate knowledge in mathematics (e.g. ''Mathematik für Informatiker I-III''). Knowledge in image processing or differential equations is useful, but not required. The lectures will be given in English. A combination of classroom and homework assignments (including theoretical as well as programming problems) is offered. The classroom assignments are intended to be solved in the tutorials and are not graded. The homework assignments are intended to be solved at home and have to be submitted on Friday, at 10.00 am before the lecture. In order to qualify for the exam you must
Working in groups of up to 3 people is permitted, but all persons must be in
the same tutorial group.
Both classroom as well as homework assignments will be discussed in the
tutorials.
The tutors can be reached via the mail addresses: Registration is now closed. Still you can check in which group you are via web form.
There will be two written exams:
In order to qualify for the exams you must
In case of qualification, you are allowed to take part in both exams.
The better grade counts.
The results of the second written exam can be found here, and the corresponding distribution of points and grades here. Each student who has participated in the second written exam has the opportunity to inspect his/her graded solutions in Room 4.10 in Bldg. E1.7 on Tuesday, October 16th, 2012, from 2:00 pm to 3:00 pm.
Course material will be made available on this webpage in order to
support the classroom teaching and the tutorials, not to replace
them. Additional organisational information, examples and explanations
that may be relevant for your understanding and the exam are provided
in the lectures and tutorials. It is solely your responsibility
- not ours - to make sure that you receive this infomation.
Here you can download the material for the programming assignments:
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