Introduction to image processing

Description

This course is focused on providing students with an introductory overview and basics of image processing including: definition of image, image analysis levels and processing stages, basics on preprocessing and transformations, ML applied to image segmentation.

Outline


Lecture 1

What is computer vision?

Concept of image

image analysis levels

basics on preprocessing and transformations

Introduction to ML applied to image segmentation.



Full syllabus


Recommended textbooks 

[1] Oppenheim, Alan V., John R. Buck, and Ronald W. Schafer. Discrete-time signal processing. Vol. 2. Upper Saddle River, NJ: Prentice Hall, 2001.