MAI4CAREU - Machine Learning for Graphics and Computer Vision - Fundamentals of Computer Vision

The University of Cyprus's Master programme in Artificial Intelligence 4 Careers in Europe (MAI4CAREU) features MAI645 - Machine Learning for Graphics and Computer Vision, which is delivered by the CYENS Centre of Excellence.

Learning outcomes

This lecture introduces the fundamentals of computer vision. Students will learn about image formation and representation, gaining insight into how images are captured and structured. The session covers basic image processing techniques such as filtering, edge detection, and image enhancement. It also introduces feature detection and matching, which are crucial for object recognition and image stitching. These core concepts are essential for progressing in computer vision.

The course also covers:

• Image Formation and Representation
• Basic Image Processing Techniques: Filtering, Edge Detection, Enhancement
• Feature Detection and Matching
• Applications in Object Recognition and Image Stitching
• Visual examples and practical exercises are used to facilitate understanding.