Image Quality
2015-2016 - IMT6211 - 5 ECTS

Prerequisite(s)

  • Fundamental programming and algorithms
  • Fundamental image processing
  • Fundamental colour science

Expected learning outcomes

Knowledge

  • The candidate is in the forefront of knowledge within the field of image quality
  • The candidate has the ability to discuss and explain subjective and objective image quality methods

Skills

  • The candidate can plan, implement, conduct, and analyze image quality experiments

General competence

  • The candidate has the ability to communicate and lead discussions on recent research about image quality
  • The candidate has the ability to evaluate and critique methods for image quality assessment

Topic(s)

  • Psychometric scaling 
  • Psychophysical experiment setup and statistical analysis
  • Image quality attributes
  • Image quality metrics 

Teaching Methods

Lectures
Project work
Meeting(s)/Seminar(s)
Tutoring

Form(s) of Assessment

Other

Form(s) of Assessment (additional text)

  • The candidate must provide one term paper and a final paper.
  • In the term paper he or she discusses an open research topic assigned by the course responsible, including a thorough critical review of the state of the art, providing his or her own contribution to the field for instance by presenting a limited experimental setup and results and/or by proposing new ideas and promising directions for future research.
  • In the final paper the candidate address a problem related to her/his own PhD thesis work within the field of image quality. The final paper should be in the form of a scientific paper, including proposed novel idea(s) supported by thorough discussion, experimental results and analysis, in a close to publishable scientific form.
  • Candidates must pass both parts

Grading Scale

Pass/Failure

External/internal examiner

Internal examiner.

External examiner (or external and internal) within 5 years period, next time at latest in 2018.

Re-sit examination

Both papers must be resubmitted and evaluated.

Coursework Requirements

  • Give 2 presentations consisting of an introductory lecture (15 min) and a full lecture (30 min). The first on the basis of the term paper and the second based on the final paper.
  • Attend at least 75% of the lectures, guest lectures, seminars, or presentations by fellow students.

Teaching Materials

A selection of recently published journal and conference papers will be provided before the course starting date to accommodate the needs and background of the participants.

Additional information

In case there will be less than 5 candidates that applies for the course, it will be at the discretion of the course responsible whether the course will be offered or not and, if yes, in which form.