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Statistical Image Analysis, 7.5 hp

(Kurskod: MSA300)

Nivå

Avancerad nivå

Beskrivning

The course provides a basic knowledge of how to use probabilistic and statistical methods for image analysis.

Methods for acquiring, showing, filtering and segmentation of images are briefly covered in the first part. Core subjects in the course are pattern recognition and spatial statistics applied to images.

Special interest will be devoted to applications in bioinformatics, including analysis of images of microarrays for comparing DNA expression levels and images of two-dimensional electrophoresis gels for studying proteins.

Practical computer work is included, typically using Matlab. An important part of the course is to carry through a project in a small group, presenting the results at a seminar and writing a project report.

För mer information

http://www.chalmers.se/math/...

Behörighet och anmälan

Förkunskapskrav: The student is supposed to have completed a basic course in mathematical statistics worth of 7.5 credit points.

Urval:

Platsgaranti