Lecture, Centrale Supelec, 2019

Image Segmentation

This is a one-off lecture on image segmentation. Image segmentation is the art/science of delineating objects in images (in 2D/3D etc). It is similar in some ways to classification in machine learning. However, image segmentation implies a high degree of spatial coherence, which is not commonly expected of other data.

In this lecture I will introduce some of the methods used in image segmentation.


01IntroductionIntroduction to optimisation


01Tutorial 1 textVarious segmentation

Solutions and code

01Tutorial 1 solutionSolution to the first tutorial

Code 1


Special thank to Pr. Maria Vakalopoulou for the opportunity to teach in her course.