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Differential Geometric Aspects of Image Processing Summer Term 2008 |
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Differential Geometric Aspects of Image Processing
Lectures (2h) with exercises (1h), summer term 2008
Specialised course in mathematical image analysis,
suitable for students in mathematics and computer science programs. News – Entrance requirements – Contents – Assessments / Exams – References – Download Registration for the course: Online registration has been closed. Please e-mail Martin Welk if you have missed it.
HISPOS registration period:
April 28–May 16,2008 (strict!) Exam schedule: There will be two written exams
You can take one or both exams, the better grade counts. Undergraduate knowledge of mathematics. For computer science students, this requirement is met by having completed the Mathematics for Computer Scientists lecture cycle. Mathematical prerequisites which exceed the basic mathematics courses are provided within the lecture. Previous knowledge in either digital image processing or differential geometry is therefore helpful but not required. The course is concerned with modern methods of digital image processing which rely on the differential geometry of curves and surfaces. This includes methods of image enhancement (like smoothing procedures) as well as feature extraction and segmentation (like locating contours using active contour models). The lecture aims at combining theoretical foundation directly with a variety of applications from the above-mentioned fields; the range of topics extends up to recent research problems. An introduction to the relevant concepts and results from differential geometry will be included in the course. Topics include:
Written exam at end of course. Two exams are offered:
You can take one or both exams, the better grade counts. A semester apparatus (shared with the course Differential Equations in Image Processing and Computer Vision) is available in the Campus Library for Computer Science and Applied Mathematics.
Participants of the course can download the lecture materials here
(access password-protected):
Martin Welk / March 30–October 6, 2008 |
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MIA Group |