The University of Cyprus's Master programme in Artificial Intelligence 4 Careers in Europe (MAI4CAREU) contains several courses. One of Master's programme's courses, MAI645 - Machine Learning for Graphics and Computer Vision is split up into several lectures, which are taught by the CYENS Centre of Excellence.

Lecture outline

The lecture Machine Learning in Computer Graphics covers the integration of machine learning into computer graphics. It begins with an overview of graphics pipelines and rendering techniques, then explores image generation methods, including compositional image creation and image synthesis. The lecture also discusses how deep learning enhances rendering and includes style transfer and neural texture synthesis to create artistically coherent images.

The lesson Machine Learning in Computer Graphics covers the following topics:

• Image formation and representation 

• Basic image processing techniques 

• Feature detection and matching