20-00-0469-se Scale Space and PDE methods in image analysis and processing

Course offering details

Instructors: Prof. Dr. Arjan Kuijper

Event type: Seminar

Org-unit: Dept. 20 - Computer Science

Displayed in timetable as: Scale Space and PDE

Subject:

Crediting for:

Hours per week: 2

Language of instruction: Englisch

Min. | Max. participants: - | -

Course Contents:
Course Content:
Image enhancement, denoising, deblurring, and segmentation. Filtering, edge and feature detection, scale space, regularization, differential structure, and invariants, as well as methods depending on variational methods & partial differential equations, like the Perona - Malik equation, anisotropic diffusion, total variation flow, the Mumford-Shah functional, and the Chan-Vese model. Also curve evolution models like normal motion and mean curvature motion will be discussed.

Diploma Supplement:
Mathematical methods for image processing

Preconditions:
Prerequisites: Mathe I - III für Informatik

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Class session overview
Instructors
Prof. Dr. Arjan Kuijper