EN2401 Image and Video Processing 6.0 credits

Bild- och videobehandling

Please see course EQ2330.

This course provides an introduction to principles of digital image and video processing. After passing this course, participants should be able to use point operations, choose appropriate color spaces, perform basic image segmentation and image filtering, implement multiresolution and image matching techniques, video filters, and basic algorithms for image and video compression. Homework exercises and a course project will help students to gain hands-on experience.

Offering and execution

Course offering missing for current semester as well as for previous and coming semesters

Course information

Content and learning outcomes

Course contents *

Continuous-tone images, point operations, color, image segmentation and morphological processing, image filtering, unitary transforms, multiresolution image processing, image matching, motion estimation, video filtering, motion-adaptive multiresolution processing, restoration, superresolution, image compression, motion-compensated video compression.

Intended learning outcomes *

This course provides an introduction to principles of digital image and video processing. After passing this course, participants should be able to use point operations, choose appropriate color spaces, perform basic image segmentation and image filtering, implement multiresolution and image matching techniques, video filters, and basic algorithms for image and video compression. Homework exercises and a course project will help students to gain hands-on experience.

Course Disposition

No information inserted

Literature and preparations

Specific prerequisites *

For single course students: 120 credits and documented proficiency in English B or equivalent

Recommended prerequisites

EQ1220 Signal Theory or equivalent

Equipment

No information inserted

Literature

R.C. Gonzalez and R.E. Woods: Digital Image Processing, Prentice-Hall, 2008.

Examination and completion

If the course is discontinued, students may request to be examined during the following two academic years.

Grading scale *

A, B, C, D, E, FX, F

Examination *

  • INL1 - Homework, 2.0 credits, Grading scale: A, B, C, D, E, FX, F
  • PRO1 - Project, 2.0 credits, Grading scale: A, B, C, D, E, FX, F
  • TEN1 - Examination, 2.0 credits, Grading scale: A, B, C, D, E, FX, F

Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.

The examiner may apply another examination format when re-examining individual students.

Other requirements for final grade *

Written examination (16%, 1 ECTS credit), homework (42%, 2.5 ECTS credits), course project (42%, 2.5 ECTS credits)

Opportunity to complete the requirements via supplementary examination

No information inserted

Opportunity to raise an approved grade via renewed examination

No information inserted

Examiner

Markus Flierl

Ethical approach *

  • All members of a group are responsible for the group's work.
  • In any assessment, every student shall honestly disclose any help received and sources used.
  • In an oral assessment, every student shall be able to present and answer questions about the entire assignment and solution.

Further information

Course web

Further information about the course can be found on the Course web at the link below. Information on the Course web will later be moved to this site.

Course web EN2401

Offered by

EES/Electric Power and Energy Systems

Main field of study *

Electrical Engineering

Education cycle *

Second cycle

Add-on studies

No information inserted

Contact

Markus Flierl