Course - Selected topics in Image Processing - IMT6151
Selected topics in Image Processing
About
About the course
Course content
Recent advances in image processing including adaptive and real-time algorithms, multi-scale techniques, HVS inspired approaches, multi-view image processing, lightfield imaging, etc.
Learning outcome
Knowledge
The candidate is in the forefront of knowledge within the fields of selected topics in image processing
The candidate can evaluate the approprietness and applicability of advanced image processing methods in different application domains
The candidate has the ability to discuss and explain advanced image processing methods
Skills
The candidate can formulate possible advanced image processing solutions to different applications
The candidate can implement advanced image processing algorithms
General competence
The candidate has the ability to communicate and discuss recent research in advanced topics on image processing
The candidate has the ability to evaluate other people work on advanced image processing techniques
Learning methods and activities
Forelesninger|Nettstøttet læring|Prosjektarbeid|Samling(er)/seminar(er)
Obligatoriske arbeidskrav:
Give 2 presentations consisting of an introductory lecture (20 min) and a full lecture (45 min). The first on the bases of the term paper and the second based on the final paper.
Attend at least 80% of the lectures and seminars.
Compulsory assignments
- Coursework Requirement
Further on evaluation
Utfyllende om kontinuasjon:
Both papers must be resubmitted and evaluated.
Vurderingsformer:
The candidate must provide one term paper and a final paper.
The term paper he/she proposes novel ideas or applies one or more of the studied techniques to address a problem related to the candidates own thesis work.
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.
Both papers must be accepted to pass the course.
Specific conditions
Admission to a programme of study is required:
Computer Science (PHD-CS)
Information Security (PHD-IS)
Required previous knowledge
Fundamental programming and algorithms
Fundamental image processing
Course 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.
Subject areas
- Informatics