Single-Course English 5 ECTS

Advanced image and video coding

DTU Electro

Overall Course Objectives

The aim is to introduce new trends in the areas of image and video coding and communication.

Learning Objectives

  • analyse image coding models
  • explain multi-resolution coding of images
  • explain advanced motion compensation and rate-control in video coding
  • explain interaction between communication networks and image and video coding
  • develop advanced image and video coding techniques
  • simulate image or video coding
  • apply new image and video coding methods, e.g. for multi camera video
  • optimize image and video coding methods
  • apply machine learning in image and video coding

Course Content

The topics covered are new methods for optimization of entropy coding, cross-entropy, machine learning in image coding, wavelet and multi-resolution coding of multi-dimensional image data, interplay between communication networks and image/video coding, advanced video coding, high video color quality, distributed coding, multi camera and multiview coding.

Recommended prerequisites

34240/34241, or knowledge of image or video coding

Teaching Method

Seminars, group work and project.

Faculty

Søren Forchhammer

Contact or read more about Søren
Søren Forchhammer

Remarks

This course is suitable as part of a Ph.D. study plan

See course in the course database.

Registration

Language

English
Duration

13 weeks
Institute

Electro
Place

DTU Lyngby Campus
Course code 34250
Course type Candidate
Semester start Week 35
Semester end Week 48
Days Tues 13-17
Price

7.500,00 DKK

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