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Project course in Machine Vision

  • Number of credits 7.5 credits
  • Level Master’s level
  • Starting Spring Term 2022

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 2022 Visa tillfällen för efterkommande termin

The information below is only for exchange students

Starts

24 March 2022

Ends

5 June 2022

Study location

Umeå

Language

English

Type of studies

Daytime, 50%

Required Knowledge

Univ: To be admitted you must have (or equivalent) 90 ECTS-credits including 60 ECTS-credits in Computing Science or 2 years of completed studies within a study programme (120 ECTS-credits). In both cases, including Statistics for Computer Scientists, 5MS005 and either Matrix Computations and Applications, 5DA003 or the courses Fundamentals of Artificial Intelligence, 5DV121, Linear Algebra 5MA019, Single variable Analysis 5MA009 and at least 7.5 ECTS-credits in Programming Methodology (e.g. 5DV157, 5DV158, 5DV176 or 5DV177).

Proficiency in English equivalent to Swedish upper Secondary course English A/5. Where the language of instruction is Swedish, applicants must prove proficiency in Swedish 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

Please be aware that the University is a public authority and that what you write here can be included in an official document. Therefore, be careful if you are writing about sensitive or personal matters in this contact form. If you have such an enquiry, please call us instead. All data will be treated in accordance with the General Data Protection Regulation.

Course is given by
Department of Computing Science