IN3370 – Digital image processing and analysis

After taking this course, you should

• Understand and analyze implications and effects of sampling, quantization, and aliasing in image processing.
• Apply methods for image interpolation and evaluate their effects.
• Apply geometric transformations in solving real-world image processing problems.
• Use and design spatial filters for image analysis.
• Understand the Fourier transform and its inverse and be able to describe its properties.
• Apply image classification, detection, and segmentation to solve common image analysis problems.
• Apply feature descriptors to different image analysis tasks, e.g., in methods for classification, detection, and segmentation.
• Describe common coding and compression algorithms for images using basic information theory.

In addition to fulfilling the Higher Education Entrance Qualification, applicants have to meet the following special admission requirements:

• Mathematics R1 or Mathematics (S1+S2)

The special admission requirements may also be covered by equivalent studies from Norwegian upper secondary school or by other equivalent studies. Read more about special admission requirements (in Norwegian).

A good background in programming is desired, e.g. IN2010.

The course uses linear algebra, in particular basis functions/matrices and complex number, so MAT1120 is useful

It will be 2 hours of lectures and 2 hours of exercises per week.

The course has mandatory assignments that must be approved prior to the exam. Read more about requirements for submission of assignments, group work and legal cooperation under guidelines for mandatory assignments.

Final 4 hours long digital exam.

All mandatory assignments must be approved prior to the exam.

It will also be counted as one of your three attempts to sit the exam for this course, if you sit the exam for one of the following courses: IN2070 – Digital Image Processing (continued), INF2310 – Digital bildebehandling (continued)

Students who can document a valid reason for absence from the regular examination are offered a postponed examination at the beginning of the next semester.

Re-scheduled examinations are not offered to students who withdraw during, or did not pass the original examination.