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Project course in Machine Vision

  • Number of credits 7.5 credits
  • Level Master’s level
  • Starting Spring Term 2025

About the course

The course is about an application within one or more of the subjects Image Analysis, 3d Reconstruction, and Pattern Recognition. The relevant topics and theory about a project management model, e.g. Scrum, are introduced initially, followed by a larger software development project. The design of the project varies from year to year. Examples of possible projects are: - Design an application that takes a set of images of a living room, builds a 3D model of it and visualizes it together with the IKEA bookcase "Billy" (or another piece of furniture). - Design an application that given a number of scanned itemized phone bills calculates the phone subscription plan that would be the cheapest. - Design an application that given a point cloud acquired by a laser scanner in a sparse forest, identifies trees and calculates their diameter at breast height. - Develop a method that given inputs such as digital images and/or 3D point clouds from a forest, detects trees and classifies tree species. - Identify and localize fruits in images using classifier fusion. - Analyze 3D images from a Kinect-camera and detect people, trees, shrubs, and stones.

Application and eligibility

Project course in Machine Vision, 7.5 credits

Det finns inga tidigare terminer för kursen Spring Term 2025 Det finns inga senare terminer för kursen

The information below is only for exchange students

Starts

25 March 2025

Ends

8 June 2025

Study location

Umeå

Language

English

Type of studies

Daytime, 50%

Required Knowledge

At least 90 ECTS, including 60 ECTS Computing Science, or 120 ECTS within a study programme. At least 7.5 ECTS programming; 7.5 ECTS linear algebra; 7.5 ECTS differential calculus; and 7.5 statistics. Proficiency in English equivalent to the level required for basic eligibility for higher studies.

Selection

Students applying for courses within a double degree exchange agreement, within the departments own agreements will be given first priority. Then will - in turn - candidates within the departments own agreements, faculty agreements, central exchange agreements and other departmental agreements be selected.

Application code

UMU-A5741

Application

This application round is only intended for nominated exchange students. Information about deadlines can be found in the e-mail instruction that nominated students receive. The application period is closed.

Contact us

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Course is given by
Department of Computing Science