Week 4 - Image analysis

Lecture 4: Image analysis

Topics

• Image segmentation (video | pdf)

• Image feature extraction (video | pdf)
• Introduction to machine learning (video | pdf)

Alternative video lectures in Norwegian

The videos above are new recordings performed in English on updated material. But last year's videos cover more or less the same material in Norwegian, for those who prefer that:

• Image segmentation (alt. video)
• Image feature extraction (alt. video)
• Introduction to machine learning (alt. video)

Recommended reading

• Szeliski chapters 5.1-5.3, 6.4, 7.3, 7.5.

Lab 4: Segmentation

In this lab we will experiment with real time image segmentation on image streams from a camera or a pre-recorded video.

C++

You will find the lab at https://github.com/tek5030/lab-segmentation.

Follow the lab guide in README.md.

Python

You will find lab 3 at https://github.com/tek5030/lab-segmentation-py.

In this lab, the lab is a complete Python programme, instead of a notebook. Follow the lab guide in README.md.